repo: KDD-OpenSource/SYRAN

title: Unsupervised Symbolic Anomaly Detection


ParallelModule

repo: Hayd-coder/AdaMuS

source_kind: harvested

status: ran

cluster

contract_check: MISDECLARED

AdaMus

status: unverified

title: AdaMuS: Adaptive Multi-view Sparsity Learning for Dimensionally Unbalanced Data


Temporal Narrative Monitoring in Dynamic Information Environments


metamorphic_tier: invariant

upstream_license: NOASSERTION

upstream_license: MIT

title: ARES: Scalable and Practical Gradient Inversion Attack in Federated Learning through Activation Recovery


Do Language Models Encode Semantic Relations? Probing and Sparse Feature Analysis


repo: converseoptimality/RL-Benchmarking

title: Benchmarking Reinforcement Learning via Stochastic Converse Optimality: Generating Systems with Known Optimal Policies


title: DSS-GAN: Directional State Space GAN with Mamba backbone for Class-Conditional Image Synthesis


contract_check: RAISES

repo: lzqw/FLAME

title: Flow Matching Policy Optimization with Mirror Descent and Entropy Constraints


Harm or Humor: A Multimodal, Multilingual Benchmark for Overt and Covert Harmful Humor


Governed Memory: A Production Architecture for Multi-Agent Workflows


contract_check: VIOLATES

metamorphic_tier: deterministic

repo: FutureMLS-Lab/CARE

title: CARE: Covariance-Aware and Rank-Enhanced Decomposition for Enabling Multi-Head Latent Attention


Gender Disambiguation in Machine Translation: Diagnostic Evaluation in Decoder-Only Architectures


Beyond Muon: MUD (MomentUm Decorrelation) for Faster Transformer Training


title: Universal Skeleton Understanding via Differentiable Rendering and MLLMs

venue: ICML


An Agentic System for Schema Aware NL2SQL Generation


repo: scthornton/semantic-chameleon

title: Semantic Chameleon: Corpus-Dependent Poisoning Attacks and Defenses in RAG Systems


contract_check: HONOURS

title: A Synthesizable RTL Implementation of Predictive Coding Networks


repo: Hhuangsj/GREX

title: Generative Replica-Exchange: A Flow-based Framework for Accelerating Replica Exchange Simulations


title: Probabilistic Federated Learning on Uncertain and Heterogeneous Data with Model Personalization


MGT

repo: MR-Sherif/TOGA

title: Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters


VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models


Learning-Augmented Algorithms for k-median via Online Learning


title: R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation


repo: RitianLuo/logits-sam-dpo

title: Sharpness-Aware Minimization in Logit Space Efficiently Enhances Direct Preference Optimization


title: Approximate Subgraph Matching with Neural Graph Representations and Reinforcement Learning


repo: HIPREL-Group/VCoT-Bench

title: Can LLMs Reason Like Automated Theorem Provers for Rust Verification? VCoT-Bench: Evaluating via Verification Chain of Thought


repo: Chenruishuo/PowerFlow

title: PowerFlow: Unlocking the Dual Nature of LLMs via Principled Distribution Matching


Multi-Domain Empirical Bayes for Linearly-Mixed Causal Representations


AssociationMLP

repo: EridosAI/PAM-Concept-Discovery

title: From Topic to Transition Structure: Unsupervised Concept Discovery at Corpus Scale via Predictive Associative Memory


repo: distanceLu/AcceRL

title: AcceRL: A Distributed Asynchronous Reinforcement Learning and World Model Framework for Vision-Language-Action Models


GAIN: A Benchmark for Goal-Aligned Decision-Making of Large Language Models under Imperfect Norms


repo: KlingAIResearch/TexEditor

title: TexEditor: Structure-Preserving Text-Driven Texture Editing


EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models


title: FILT3R: Latent State Adaptive Kalman Filter for Streaming 3D Reconstruction


repo: Yinan-Xia/DDPO

title: Balancing the Reasoning Load: Difficulty-Differentiated Policy Optimization with Length Redistribution for Efficient and Robust Reinforcement Learning


title: Beyond Passive Aggregation: Active Auditing and Topology-Aware Defense in Decentralized Federated Learning


repo: Mutual-Luo/SVOO

title: Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering


repo: douyipu/mosaic

title: MOSAIC: Multi-Objective Slice-Aware Iterative Curation for Alignment


title: Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping


repo: Memento-Teams/Memento-Skills

title: Memento-Skills: Let Agents Design Agents Memento-Team


Automatic detection of Gen-AI texts: A comparative framework of neural models


title: Towards Interpretable Foundation Models for Retinal Fundus Images


title: Learn for Variation: Efficient AAV Trajectory Learning through a Differentiable Wireless World Model


repo: UNIC-Lab/RadioDiff-FS

title: RadioDiff-FS: Physics-Informed Manifold Alignment in Few-Shot Diffusion Models for High-Fidelity Radio Map Construction


repo: blessonvar/DriftGuard

title: DriftGuard: Mitigating Asynchronous Data Drift in Federated Learning


title: PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment


repo: MaddieBitt/HEALIX

title: A Dataset and Resources for Identifying Patient Health Literacy Information from Clinical Notes


repo: TongjiFinLab/FinReasoning

title: FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting


repo: elichien-google/MAPLE

title: MAPLE: Metadata Augmented Private Language Evolution


Probing to Refine: Reinforcement Distillation of LLMs via Explanatory Inversion


repo: eslam-reda-div/Autonoma

title: Autonoma: A Hierarchical Multi-Agent Framework for Endto-End Workflow Automation


CURE: A Multimodal Benchmark for Clinical Understanding and Retrieval Evaluation


OneHotEncoder

repo: btrojan-official/HypeLoRA

title: HypeLoRA: Hyper-Network-Generated LoRA Adapters for Calibrated Language Model Fine-Tuning


Speculating Experts Accelerates Inference for Mixture-of-Experts


title: Maximizing Mutual Information Between Prompt and Response Improves LLM Performance With No Additional Data


CLARE-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in LLM Editing


PRIME-CVD: A Parametrically Rendered Informatics Medical Environment for Education in Cardiovascular Risk Modelling


GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space


Exploring Novelty Differences between Industry and Academia: A Knowledge Entity-centric Perspective


PINNDataset

repo: FARKANE/-Tumor-Bacterial-Therapy-PINNs

title: Mathematical Modeling of Cancer-Bacterial Therapy: Analysis and Numerical Simulation via Physics-Informed Neural Networks


title: DAPA: Distribution Aware Piecewise Activation Functions for On-Device Transformer Inference and Training


title: Spectral Tempering for Embedding Compression in Dense Passage Retrieval


repo: vicgalle/llm-policies-social-dilemmas

title: Beyond Scalar Rewards: Dense Feedback for LLM Policy Synthesis in Sequential Social Dilemmas


title: Deep Hilbert-Galerkin Methods for Infinite-Dimensional PDEs and Optimal Control


title: Adaptive Layerwise Perturbation: Unifying Off-Policy Corrections for LLM RL


TRACE: Trajectory Recovery with State Propagation Diffusion for Urban Mobility


repo: Wizaaard/EvidenceRL

title: EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models


DQNEpsilonAgent

repo: egetaga/learning-to-bet

title: Learning to Bet for Horizon-Aware Anytime-Valid Testing


title: All-Mem: Agentic Lifelong Memory via Dynamic Topology Evolution


title: CAF-Score: Calibrating CLAP with LALMs for Reference-free Audio Captioning Evaluation


title: DeepStock: Reinforcement Learning with Policy Regularizations for Inventory Management


repo: luqigroup/mempost

title: On the role of memorization in learned priors for geophysical inverse problems


title: RiboSphere: Learning Unified and Efficient Representations of RNA Structures


The Residual Stream Is All You Need: On the Redundancy of the KV Cache in Transformer Inference


StopRun

repo: MShahabSepehri/ATHENA

title: ATHENA: Adaptive Test-Time Steering for Improving Count Fidelity in Diffusion Models


repo: Tianjoker/FedRG

title: FedRG: Unleashing the Representation Geometry for Federated Learning with Noisy Clients


Scalable Learning of Multivariate Distributions via Coresets


repo: danyayay/GazeX

title: Eye Gaze-Informed and Context-Aware Pedestrian Trajectory Prediction in Shared Spaces with Automated Shuttles: A Virtual Reality Study


Semantic Delta: An Interpretable Signal Differentiating Human and LLMs Dialogue


repo: simomagi/IsoCLIP

title: IsoCLIP: Decomposing CLIP Projectors for Efficient Intra-modal Alignment


title: On the Dynamics & Transferability of Latent Generalization during Memorization


repo: Jasper-Yan/SCRL

title: What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time


repo: dtai-kg/KGmetaSP

title: Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning


Deep Autocorrelation Modeling for Time-Series Forecasting: Progress and Prospects


HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction


A Super Fast K-means for Indexing Vector Embeddings


repo: Oldcircle/RouterKGQA

title: RouterKGQA: Specialized-General Model Routing for Constraint-Aware Knowledge Graph Question Answering


title: ODySSeI: An Open-Source End-to-End Framework for Automated Detection, Segmentation, and Severity Estimation of Lesions in Invasive Coronary Angiography Images


repo: sikelifei/HeRL

title: Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs


repo: lambda-calculus-LLM/lambda-RLM

title: The Y-Combinator for LLMs: Solving Long-Context Rot with λ-Calculus


repo: jfc-mit/jfc

title: AI Agents Can Already Autonomously Perform Experimental High Energy Physics


repo: aalmodovares/kacgm

title: Kolmogorov-Arnold causal generative models


title: Learning Sampled-data Control for Swarms via MeanFlow


repo: VILA-Lab/PIXAR

title: From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering


BaseRewardModel

repo: cassidylaidlaw/hidden-context

ConversationBuilder

repo: vinid/safety-tuned-llamas

title: Enhancing Safety of Large Language Models via Embedding Space Separation


title: AgenticGEO: A Self-Evolving Agentic System for Generative Engine Optimization


repo: tmlr-group/MAD-MM

title: Multi-Agent Debate with Memory Masking


Linguistic Signatures for Enhanced Emotion Detection


title: The Deep-Match Framework for Event-Related Potential Detection in EEG


BaseUnmixingModel

repo: BehnoodRasti/MiSiSUn

FaSUn

repo: BehnoodRasti/FUnmix

repo: BehnoodRasti/HySUPP

title: MiSiSUn: Minimum Simplex Semisupervised Unmixing


repo: TIGER-AI-Lab/OpenResearcher

title: OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis


title: FastPFRec: A Fast Personalized Federated Recommendation with Secure Sharing ⋆


kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation


G2DR: A Genotype-First Framework for Genetics-Informed Target Prioritization and Drug Repurposing


title: From Cross-Validation to SURE: Asymptotic Risk of Tuned Regularized Estimators


CRANE: Correcting Errors in Raw Nanopore Signals Using Hidden Markov Models


repo: badasherez/gpu-simulator

title: Hawkeye: Reproducing GPU-Level Non-Determinism


ALICE: A Multifaceted Evaluation Framework of Large Audio-Language Models' In-Context Learning Ability


Detecting Neurovascular Instability from Multimodal Physiological Signals Using Wearable-Compatible Edge AI: A Responsible Computational Framework


title: Shift-Invariant Feature Attribution in the Application of Wireless Electrocardiograms


title: PARHAF, a human-authored corpus of clinical reports for fictitious patients in French


repo: AndreaTseng/LJ-Bench

title: LJ-Bench: Ontology-Based Benchmark for U.S. Crime


BaseModel

repo: slachapelle/dcdi

repo: Genentech/nodags-flows

title: RECLAIM: Cyclic Causal Discovery Amid Measurement Noise


title: Hear Both Sides: Efficient Multi-Agent Debate via Diversity-Aware Message Retention


FinalLayer

repo: goodluckyongw/mmWave-Diffusion

title: mmWave-Diffusion:A Novel Framework for Respiration Sensing Using Observation-Anchored Conditional Diffusion Model


repo: Anri-Lombard/sallm

title: MzansiText and MzansiLM: An Open Corpus and Decoder-Only Language Model for South African Languages


title: Evaluating Uplift Modeling under Structural Biases: Insights into Metric Stability and Model Robustness


BenchBench: Benchmarking Automated Benchmark Generation


repo: polaris-slo-cloud/compass

title: Compass: Optimizing Compound AI Workflows for Dynamic Adaptation


title: Beyond the Academic Monoculture: A Unified Framework and Industrial Perspective for Attributed Graph Clustering


title: Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach


Bayesian Scattering: A Principled Baseline for Uncertainty on Image Data


repo: gryaklab/llm-ode

title: LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models


title: User Preference Modeling for Conversational LLM Agents: Weak Rewards from Retrieval-Augmented Interaction


repo: EridosAI/GeneticCAL

title: Beyond Expression Similarity: Contrastive Learning Recovers Functional Gene Associations from Protein Interaction Structure


title: Joint Surrogate Learning of Objectives, Constraints, and Sensitivities for Efficient Multi-objective Optimization of Neural Dynamical Systems


A Framework for Low-Latency, LLM-driven Multimodal Interaction on the Pepper Robot


repo: kokiljaidka/envc

title: Reading Between the Lines: How Electronic Nonverbal Cues shape Emotion Decoding


Learning from Label Proportions with Dual-proportion Constraints


title: More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech Detection


title: FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading


repo: RightNow-AI/autokernel

title: AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search


repo: sakethbuild/TimeTox

title: TimeTox: An LLM-Based Pipeline for Automated Extraction of Time Toxicity from Clinical Trial Protocols


repo: alphadl/AdaRubrics

title: ADARUBRIC: Task-Adaptive Rubrics for Reliable LLM Agent Evaluation and Reward Learning


repo: RightNow-AI/TIDE

title: TIDE: Token-Informed Depth Execution for Per-Token Early Exit in LLM Inference


Constrained Online Convex Optimization with Memory and Predictions


repo: Jingchensun/beta-kd

title: Uncertainty-Aware Knowledge Distillation for Multimodal Large Language Models


reasoning

repo: Wangshuaiia/KG-Hopper

title: KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning


repo: lm-sys/FastChat

title: DSPA: Dynamic SAE Steering for Data-Efficient Preference Alignment


repo: Onemissed/PW-FouCast

title: Extending Precipitation Nowcasting Horizons via Spectral Fusion of Radar Observations and Foundation Model Priors


repo: decisionintelligence/CoRA

title: CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter


repo: uhlerlab/greedy-ancestral-search

title: On the Number of Conditional Independence Tests in Constraint-based Causal Discovery


title: SmaAT-QMix-UNet: A Parameter-Efficient Vector-Quantized UNet for Precipitation Nowcasting


Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation


repo: AIGNLAI/GOLD

title: The Golden Subspace: Where Efficiency Meets Generalization in Continual Test-Time Adaptation


BHDD: A Burmese Handwritten Digit Dataset


repo: eracoding/llm-medical-summarization

title: Parameter-Efficient Fine-Tuning for Medical Text Summarization: A Comparative Study of Lora, Prompt Tuning, and Full Fine-Tuning


title: TREX: Trajectory Explanations for Multi-Objective Reinforcement Learning


AttentionLayer

repo: SaFo-Lab/ROM

title: ROM: Real-time Overthinking Mitigation via Streaming Detection and Intervention


title: Do Papers Tell the Whole Story? A Benchmark and Framework for Uncovering Hidden Implementation Gaps in Bioinformatics


repo: caiovicentino/arche

title: Autoregressive vs. Masked Diffusion Language Models: A Controlled Comparison


title: Computationally lightweight classifiers with frequentist bounds on predictions


jload

repo: Tangkexian/SPA

title: SPA: A Simple but Tough-to-Beat Baseline for Knowledge Injection


DDiTBlock

repo: hxixixh/gumbel-distill

title: Gumbel Distillation for Parallel Text Generation


shift

repo: abnerLing/language-shift-dysarthria

title: Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease


repo: ucsd-wang-lab-lm/tips

title: TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs


Scaling Attention via Feature Sparsity


CausalSelfAttention

repo: AnthonySu/decision-transformer-traffic

title: Emergency Preemption Without Online Exploration: A Decision Transformer Approach


From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos for Evaluating Multimodal LLMs


title: A Multi-Task Targeted Learning Framework for Lithium-Ion Battery State-of-Health and Remaining Useful Life


DAQ: Delta-Aware Quantization for Post-Training LLM Weight Compression


Problems with Chinchilla Approach 2: Systematic Biases in IsoFLOP Parabola Fits


repo: pwnhyo/T-MAP

title: T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search


title: WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement


title: 2 Necessity of Constrained Fusion for Multimodal TS Forecasting


title: Symbolic Graph Networks for Robust PDE Discovery from Noisy Sparse Data


XNote: Benchmarking Automated Community Notes Generation for Image-based Contextual Deception


Instruction

repo: maritaca-ai/capitu

title: CAPITU: A Benchmark for Evaluating Instruction-Following in Brazilian Portuguese with Literary Context


repo: ricyoung/cot-faithfulness-open-models

title: LIE TO ME: HOW FAITHFUL IS CHAIN-OF-THOUGHT REASONING IN OPEN-WEIGHT REASONING MODELS?


repo: LAMDA-RL/Dual-Q-DM

title: Non-Adversarial Imitation Learning Provably Free of Compounding Errors: The Value Flow Mechanism


aggregate

repo: chili-lab/PRISM

title: PRISM: A Dual View of LLM Reasoning through Semantic Flow and Latent Computation


MoEFusion

repo: mechramc/Kalavai

title: KALAVAI: Predicting When Independent Specialist Fusion Works A Quantitative Model for Post-Hoc Cooperative LLM Training


title: Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning


title: Towards The Implicit Bias on Multiclass Separable Data under Norm Constraints


repo: ChunXiaostudy/TreeTeaming

title: TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration


repo: UEC-InabaLab/MultilingualKokoroChat

title: Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Dataset


repo: PriorLabs/tabpfn-extensions

repo: april-tools/tabpc

title: A Sobering Look at Tabular Data Generation via Probabilistic Circuits


repo: basiralab/HGNet

title: HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature


repo: Donya-Jafari/DAK-UCB

title: DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models


Generative Inversion of Spectroscopic Data for Amorphous Structure Elucidation


MaskedAttentionWrapper

repo: Ymm-cll/SafeSeek

title: SafeSeek: Universal Attribution of Safety Circuits in Language Models


repo: armihia/CMASE-Endogenous-Stances

title: Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies


repo: huggingface/OBELICS

title: Chitrakshara: A Large Multilingual Multimodal Dataset for Indian languages


title: Compression Method Matters: Benchmark-Dependent Output Dynamics in LLM Prompt Compression


Large Language Models Unpack Complex Political Opinions through Target-Stance Extraction


title: PLDR-LLMs Reason At Self-Organized Criticality


repo: Graph-COM/ITPO

title: Implicit Turn-Wise Policy Optimization for Proactive User-LLM Interaction


FuncIT

repo: steven-b-cho/llmorph

title: LLMorph: Automated Metamorphic Testing of Large Language Models


Swiss-Bench SBP-002: A Frontier Model Comparison on Swiss Legal and Regulatory Tasks


UNet

repo: AlphaYuan/AutoUnmix

title: λSPLIT: SELF-SUPERVISED CONTENT-AWARE SPECTRAL UNMIXING FOR FLUORESCENCE MICROSCOPY


MixedDiffusion

repo: MuhangTian/TimeDiff

title: CDMT-EHR: A Continuous-Time Diffusion Framework for Generating Mixed-Type Time-Series Electronic Health Records


repo: HumanCompatibleAI/HighJax

title: BXRL: Behavior-Explainable Reinforcement Learning


repo: pwesp/sail

title: Sparse Autoencoders for Interpretable Medical Image Representation Learning


BoundedTensor

repo: ai-ar-research/luna

title: The Luna Bound Propagator for Formal Analysis of Neural Networks


Off-Policy Safe Reinforcement Learning with Constrained Optimistic Exploration


Attention-aware Inference Optimizations for Large Vision-Language Models with Memory-efficient Decoding


repo: somayaeltanbouly/Doha-Dictionary-RAG

title: Grounding Arabic LLMs in the Doha Historical Dictionary: Retrieval-Augmented Understanding of Qur'an and Hadith


Diet Your LLM: Dimension-wise Global Pruning of LLMs via Merging Task-specific Importance Score


Understanding the Challenges in Iterative Generative Optimization with LLMs


Stochastic Dimension Zeroth-Order Estimator: Memory-Efficient and Stable Training for High-Dimensional and High-Order PINNs


repo: zekunqian/covtrack

title: COVTrack++: Learning Open-Vocabulary Multi-Object Tracking from Continuous Videos via a Synergistic Paradigm


title: i-IF-Learn: Iterative Feature Selection and Unsupervised Learning for High-Dimensional Complex Data


GridGraphEncoder

repo: Nerooo-g/HSTGMatch

title: Hierarchical Spatial-Temporal Graph-Enhanced Model for Map-Matching


Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization


title: KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits


repo: DigitLion/ucbd-experiment

title: The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimation


Reservoir-Based Graph Convolutional Networks


title: Tutor-Student Reinforcement Learning: A Dynamic Curriculum for Robust Deepfake Detection


repo: ramiluisto/CuriousSwirl

title: A visual observation on the geometry of UMAP projections of the difference vectors of antonym and synonym word pair embeddings


Classifier

repo: AdhemarDeSenneville/HEC

repo: gaopengcuhk/Tip-Adapter

repo: ybendou/ProKeR

title: Unlocking Few-Shot Capabilities in LVLMs via Prompt Conditioning and Head Selection


title: HEART-PFL: Stable Personalized Federated Learning under Heterogeneity with Hierarchical Directional Alignment and Adversarial Knowledge Transfer


Beyond Static Uncertainty: Modeling Temporal Uncertainty Dynamics for Probabilistic Time Series Forecasting


CSNAConv

repo: eyal-weiss/CSNA-public

title: Cost-Sensitive Neighborhood Aggregation for Heterophilous Graphs: When Does Per-Edge Routing Help?


Block

repo: Mindbeam-AI/SpinGQE

title: SpinGQE: A generative quantum eigensolver for spin Hamiltonians


title: Samasāmayik: A Parallel Dataset for Hindi-Sanskrit Machine Translation


Decoder

repo: marmotlab/CoordLight

title: CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control


On the Use of Bagging for Local Intrinsic Dimensionality Estimation


Federated fairness-aware classification under differential privacy


title: OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework


title: MechMath: Sorrifier-Driven Formal Decomposition Workflow for Automated Theorem Proving


repo: lasgroup/SDPO

title: Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?


title: No Single Metric Tells the Whole Story: A Multi-Dimensional Evaluation Framework for Uncertainty Attributions


repo: ferreirafabio/autoresearch-automl

title: Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch


title: Amplified Patch-Level Differential Privacy for Free via Random Cropping


repo: Tian-Bai/SCoRE

title: Conformal Selective Prediction with General Risk Control


repo: horizon-rl/ToolOrchestrationReward

title: Training LLMs for Multi-Step Tool Orchestration with Constrained Data Synthesis and Graduated Rewards


QuatRotaryEmbedding

repo: oceanflowlab/QuatRoPE

title: Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models


title: Decentralized Task Scheduling in Distributed Systems: A Deep Reinforcement Learning Approach


LoCoScaleAdaptive

repo: iclrsubmissiongram/loco

title: GRaM workshop at ICLR 2026 Tiny Paper Track LIGHT CONES FOR VISION: SIMPLE CAUSAL PRIORS FOR VISUAL HIERARCHY


repo: sunlabuiuc/PyHealth

title: A Practical Guide Towards Interpreting Time-Series Deep Clinical Predictive Models: A Reproducibility Study


Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR


repo: JoyeBright/ICLviaQE

title: Toward domain-specific machine translation and quality estimation systems


The Anatomy of Uncertainty in LLMs


repo: JordanRL/OrderedLearning

title: The Order Is The Message


Robust Principal Component Completion


repo: friedrichor/WebTestBench

title: WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing


RecursiveSplitter

repo: ekimetrics/adaptive-chunking

title: Adaptive Chunking: Optimizing Chunking-Method Selection for RAG


repo: ahnselim/GlowQ

title: GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs


TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoning


repo: SPOC-group/RAF

title: The Rules-and-Facts Model for Simultaneous Generalization and Memorization in Neural Networks


repo: cerea-daml/abswift

title: Anchored-Branched Steady-state WInd Flow Transformer (AB-SWIFT): a metamodel for 3D atmospheric flow in urban environments


title: On Neural Scaling Laws for Weather Emulation through Continual Training


title: S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation


repo: H-EmbodVis/HyDRA

title: Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models


No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models


title: Relational graph-driven differential denoising and diffusion attention fusion for multimodal conversation emotion recognition


title: A Compression Perspective on Simplicity Bias


title: Statement of Authorship


Data-Driven Plasticity Modeling via Acoustic Profiling


clusterData

repo: JannisKu/GARO

title: Globalized Adversarial Regret Optimization Robust Decisions with Uncalibrated Predictions


repo: UNHSAILLab/MedMCQA-Robustness-Study

title: When Chain-of-Thought Backfires: Evaluating Prompt Sensitivity in Medical Language Models


title: Second-Order, First-Class: A Composable Stack for Curvature-Aware Training


repo: AmirhoseinCh/PiJEPA

title: Policy-Guided World Model Planning for Language-Conditioned Visual Navigation


CLUBForCategorical

repo: bhosalems/FairLLaVA

title: FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants


MSE

repo: alipay/quito

repo: SerendipityOneInc/look-bench

title: QUITOBENCH: A High-Quality Open Time Series Forecasting Benchmark


repo: HarunoriKawano/HEAR

title: A Human-Inspired Decoupled Architecture for Efficient Audio Representation Learning


repo: CyberAlSec/LLMEGNNRP

title: Are LLM-Enhanced Graph Neural Networks Robust against Poisoning Attacks?


repo: ZhuohanGe/ClinicalAgents-Code

title: ClinicalAgents: Multi-Agent Orchestration for Clinical Decision Making with Dual-Memory


title: Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents


syllabify

repo: kylebgorman/syllabify

title: findsylls: A Language-Agnostic Toolkit for Syllable-Level Speech Tokenization and Embedding


title: Preference-Aligned LoRA Merging: Preserving Subspace Coverage and Addressing Directional Anisotropy


title: Label-Free Cross-Task LoRA Merging with Null-Space Compression


title: Making Multi-Axis Models Robust to Multiplicative Noise: How, and Why?


repo: jhCOR/CALRKBench

title: CALRK-Bench: Evaluating Context-Aware Legal Reasoning in Korean Law


AdaptiveTripletMarginLoss

repo: robertotomchak/maintaining-difficulty

title: Maintaining Difficulty: A Margin Scheduler for Triplet Loss in Siamese Networks Training


debugnode

repo: ufal/umrtools

title: Word Alignment-Based Evaluation of Uniform Meaning Representations


KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching


Analysing Calls to Order in German Parliamentary Debates


repo: Dogacel/Uniference

title: UNIFERENCE: A Discrete Event Simulation Framework for Developing Distributed AI Models


causalgaussian

repo: AllenInstitute/connector

title: Identifying Connectivity Distributions from Neural Dynamics Using Flows


A Fully Open Source Large Language Model for European Portuguese


Base

repo: inokoj/VAP-Realtime

infer

repo: ten-framework/ten-turn-detection

title: JAL-Turn: Joint Acoustic-Linguistic Modeling for Real-Time and Robust Turn-Taking Detection in Full-Duplex Spoken Dialogue Systems


title: Development of a European Union Time-Indexed Reference Dataset for Assessing the Performance of Signal Detection Methods in Pharmacovigilance using a Large Language Model


repo: cern-nextgen/PQuantML

title: PQuantML: A Tool for End-to-End Hardware-Aware Model Compression


repo: eziyoo/LLMs-on-Devices

title: Sustainability Is Not Linear: Quantifying Performance, Energy, and Privacy Trade-offs in On-Device Intelligence


repo: anixa-s/sfao

title: Mitigating Forgetting in Continual Learning with Selective Gradient Projection


repo: ThisIsCosine/AlpsBench

title: AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment


repo: WuCB-BCI/PAA

title: Boundary-aware Prototype-driven Adversarial Alignment for Cross-Corpus EEG Emotion Recognition


Do Multilingual VLMs Reason Equally? A Cross-Lingual Visual Reasoning Audit for Indian Languages


MyIterator

repo: XifengGuo/ASPC-DA

autoencoder

repo: XifengGuo/DEC-keras

repo: BGU-CS-VIL/DeepDPM

title: TDEC: Deep Embedded Image Clustering with Transformer and Distribution Information


repo: allenai/multicite

title: Crystal: Characterizing Relative Impact of Scholarly Publications


Gaussian Joint Embeddings For Self-Supervised Representation Learning


Dictionary-based Pathology Mining with Hard-instance-assisted Classifier Debiasing for Genetic Biomarker Prediction from WSIs


Calorimeter Shower Superresolution with Conditional normalizing Flows: Implementation and Statistical Evaluation Candidato


title: Epileptic Seizure Prediction Using Patient-Adaptive Transformer Networks


Squish and Release: Exposing Hidden Hallucinations by Making Them Surface as Safety Signals


repo: PenyChen/VAN-AD

title: VAN-AD: Visual Masked Autoencoder with Normalizing Flow for Time Series Anomaly Detection


title: Strategic Candidacy in Generative AI Arenas


repo: emipanek/aster

title: -Agentic Science Toolkit for Exoplanet Research


repo: chbrown/liwc-python

title: A large corpus of lucid and non-lucid dream reports


Parameter Estimation in Stochastic Differential Equations via Wiener Chaos Expansion and Stochastic Gradient Descent


title: Overcoming the Incentive Collapse Paradox


repo: fieldsoftheworld/ftw-prue

title: PRUE: A Practical Recipe for Field Boundary Segmentation at Scale


title: Self-evolving AI agents for protein discovery and directed evolution


ConstraintSet

repo: mirko-degli-esposti/maxent-popsynth-pcd

title: Scalable Maximum Entropy Population Synthesis via Persistent Contrastive Divergence


SACRED: A Faithful Annotated Multimedia Multimodal Multilingual Dataset for Classifying Connectedness Types in Online Spirituality


Embedding Provenance in Computer Vision Datasets with JSON-LD


repo: CadQuery/cadquery

title: GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback


repo: UIC-InDeXLab/RSR-core

title: RSR-core: A High-Performance Engine for Low-Bit Matrix-Vector Multiplication


repo: suraj-ranganath/kv-quant-longhorizon

title: KV Cache Quantization for Self-Forcing Video Generation: A 33-Method Empirical Study


Phi

repo: EmoryMLIP/DeepGenerativeModelingIntro

lognormal

repo: mingzhang-yin/SIVI

title: Variational Learning of Fractional Posteriors


Copilot-Assisted Second-Thought Framework for Brain-to-Robot Hand Motion Decoding


QUBOSurrogate

repo: HySonLab/Q-BIOLAT-Extended

title: Q-BioLat: Binary Latent Protein Fitness Landscapes for QUBO-Based Optimization


repo: jungyeul/mst-bock

title: A gentle tutorial on Bock's algorithm for minimum directed spanning trees with a structured reformulation *


repo: DaSH-Lab-CSIS/blossom

title: BLOSSOM: Block-wise Federated Learning Over Shared and Sparse Observed Modalities


Umwelt Engineering: Designing the Cognitive Worlds of Linguistic Agents


repo: mtinati/mog-subspace-jax

title: On the Asymptotics of Self-Supervised Pre-training: Two-Stage M -Estimation and Representation Symmetry *


title: RG-TTA: Regime-Guided Meta-Control for Test-Time Adaptation in Streaming Time Series


title: Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning


Model Capability Dominates: Inference-Time Optimization Lessons from AIMO 3


cost

repo: kihyun-yu/pd-powers

title: Near-Optimal Primal-Dual Algorithm for Learning Linear Mixture CMDPs with Adversarial Rewards


ATLAS-RTC: Closing the Loop on LLM Agent Output with Token-Level Runtime Control


boundaryFunctionExtension

repo: SeanDisaro/DeflationPINNs

title: Deflation-PINNs: Learning Multiple Solutions for PDEs and Landau-de Gennes


repo: johnsonwangzs/MGT-Mini

title: EnsemJudge: Enhancing Reliability in Chinese LLM-Generated Text Detection through Diverse Model Ensembles


repo: lvdongyi/InkDrop

title: InkDrop: Invisible Backdoor Attacks Against Dataset Condensation


Categorical Perception in Large Language Model Hidden States: Structural Warping at Digit-Count Boundaries


repo: ReFractals/fractal-interpolation-kan

title: FI-KAN: Fractal Interpolation Kolmogorov-Arnold Networks


repo: huafeihuang/NeiGAD

title: NeiGAD: Augmenting Graph Anomaly Detection via Spectral Neighbor Information


repo: cau-hai-lab/LIBERO-Para

title: LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models


repo: LuoRenqiang/FairGC

title: FairGC: Fairness-aware Graph Condensation


title: Key-Embedded Privacy for Decentralized AI in Biomedical Omics


title: Prompts Without Evidence: How Neuroimaging Mentions Shift Clinical Vision-Language Model Predictions


title: U n d e r -r e v i e w KGroups: A Versatile Univariate Max-Relevance Min-Redundancy Feature Selection Algorithm for High-dimensional Biological Data


IsoQuant: Hardware-Aligned SO(4) Isoclinic Rotations for LLM KV Cache Compression


title: Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification


repo: XuShuwenn/GraphWalker

title: GraphWalker: Agentic Knowledge Graph Question Answering via Synthetic Trajectory Curriculum


Training data generation for context-dependent rubric-based short answer grading


repo: cvignac/DiGress

title: Unrestrained Simplex Denoising for Discrete Data A Non-Markovian Approach Applied to Graph Generation


title: Universal Approximation Constraints of Narrow ResNets: The Tunnel Effect


exists

repo: Xnhyacinth/ResAdapt

title: ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning


repo: microsoft/ArchScale

title: Rethinking Language Model Scaling under Transferable Hypersphere Optimization


repo: bassrehab/spark-llm-eval

title: Spark-LLM-Eval: A Distributed Framework for Statistically Rigorous Large Language Model Evaluation


When GPUs Fail Quietly: Observability-Aware Early Warning Beyond Numeric Telemetry


OPTIMER: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training


Critical Damping as a Momentum Schedule: Multi-Seed Validation, a Hybrid Recipe, and an Exhaustive Negative Result on Surgical Layer Selection


Foundations of Polar Linear Algebra A Structured Framework for Radial-Angular Operators


repo: HolobiomicsLab/Mimosa-AI

repo: HolobiomicsLab/Toolomics

title: Mimosa Framework: Toward Evolving Multi-Agent Systems for Scientific Research


repo: changelinglab/PhoneticXeus

title: An Empirical Recipe for Universal Phone Recognition


repo: rightnow-ai/hclsm

title: HCLSM: Hierarchical Causal Latent State Machines for Object-Centric World Modeling


exact

repo: Cranial-XIX/BOME

title: Efficient Bilevel Optimization with KFAC-Based Hypergradients


repo: mala-lab/IMPACT

title: IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection


Cell-induced densification and tether formation in fibrous extracellular matrices with biomimetic physics-informed neural networks


repo: HKUSTDial/LiteCoST

title: Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs


Aligning Multimodal Sequential Recommendations via Robust Direct Preference Optimization with Sparse MoE


repo: Dog-Yang/ConInfer

title: ConInfer: Context-Aware Inference for Training-Free Open-Vocabulary Remote Sensing Segmentation


Beyond Idealized Patients: Evaluating LLMs under Challenging Patient Behaviors in Medical Consultations


repo: YuboCui/AGFT

title: AGFT: Alignment-Guided Fine-Tuning for Zero-Shot Adversarial Robustness of Vision-Language Models


repo: PKUDigitalHealth/mtslearn

title: mtslearn: Machine Learning in Python for Medical Time Series


braid

repo: bemigini/how-not-to-use-cosine-sim

title: What Cosine Similarity of Label Representations Can and Cannot Tell us


repo: NASA/pigans-material-ID

title: Variational Graph Neural Networks for Uncertainty Quantification in Inverse Problems


Baby Scale: Investigating Models Trained on Individual Children's Language Input


Sampling at intermediate temperatures is optimal for training large language models in protein structure prediction


title: Central limit theorems for the outputs of fully convolutional neural networks with time series input


DGP

repo: BUPT-GAMMA/DGP

title: Disentangled Graph Prompting for Out-Of-Distribution Detection


CEAlignment

repo: RiiShin/pid-lvlm-analysis

title: A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models


Nonnegative Matrix Factorization in the Component-Wise L1 Norm for Sparse Data


MoE

repo: gensyn-ai/dume

title: Training-Free Dynamic Upcycling of Expert Language Models


Curvature-Guided LoRA: Matching Full Fine-Tuning in Function Space


Owl•AuraID 1.0: An Intelligent System for Autonomous Scientific Instrumentation and Scientific Data Analysis


Rewrite the News: Tracing Editorial Reuse Across News Agencies


Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance


BaseDecoder

repo: kunumi/ShapPFN

title: Real-Time Explanations for Tabular Foundation Models


EvidenceEnhancedBERTOnlyCross

repo: isyufeng/contextclaim

title: ContextClaim: A Context-Driven Paradigm for Verifiable Claim Detection


title: Tucker Attention: A generalization of approximate attention mechanisms


title: Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms


Large Language Models for Analyzing Enterprise Architecture Debt in Unstructured Documentation


repo: echelon-ai-labs/servicenow-mcp

title: Terminal Agents Suffice for Enterprise Automation


Learning to Play Blackjack: A Curriculum Learning Perspective


repo: XingshuaiHuang/Hi-CoT

title: Hierarchical Chain-of-Thought: Enhancing LLM Reasoning Performance and Efficiency


repo: JavierBZ/DAF-FlowNet

title: Unsupervised 4D Flow MRI Velocity Enhancement and Unwrapping Using Divergence-Free Neural Networks


constant

repo: slimgroup/SAGE

title: SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior


repo: ihlamury/vcbench

title: When Career Data Runs Out: Structured Feature Engineering and Signal Limits for Founder Success Prediction


title: Is One Token All It Takes? Graph Pooling Tokens for LLM-based GraphQA


title: Agent Q-Mix: Selecting the Right Action for LLM Multi-Agent Systems through Reinforcement Learning


repo: borislavmavrin/harmonyagent

title: In harmony with gpt-oss


title: TR-ICRL: Test-Time Rethinking for In-Context Reinforcement Learning


title: Automated Detection of Multiple Sclerosis Lesions on 7-tesla MRI Using U-net and Transformer-based Segmentation


repo: YBZh/CheXOne

title: A Reasoning-Enabled Vision-Language Foundation Model for Chest X-ray Interpretation


title: Optimsyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation


title: Does Unification Come at a Cost? Uni-SafeBench: A Safety Benchmark for Unified Multimodal Large Models


More Human, More Efficient: Aligning Annotations with Quantized SLMs


Predicting Dynamics of Ultra-Large Complex Systems by Inferring Governing Equations


repo: SvStraten/CNAPwP

title: Chameleons do not Forget: Prompt-Based Online Continual Learning for Next Activity Prediction


repo: stefanocortinovis/relaxedgp

title: Inverse-Free Sparse Variational Gaussian Processes


title: Learning to Hint for Reinforcement Learning


BlockScore

repo: agenticclass/circuitprobe

title: CircuitProbe: Predicting Reasoning Circuits in Transformers via Stability Zone Detection


A Benchmark of State-Space Models vs. Transformers and BiLSTM-based Models for Historical Newspaper OCR


repo: aaltenbernd/llm-sdc-training

title: Exploring Silent Data Corruption as a Reliability Challenge in LLM Training


title: Routing-Free Mixture-of-Experts


repo: OPPO-Mente-Lab/PixelPrune

title: PixelPrune: Pixel-Level Adaptive Visual Token Reduction via Predictive Coding


title: Fatigue-Aware Learning to Defer via Constrained Optimisation


repo: FreedomIntelligence/MyPhoneBench

title: Do Phone-Use Agents Respect Your Privacy?


Uncertainty-Aware Variational Reward Factorization via Probabilistic Preference Bases for LLM Personalization


title: Detecting Multi-Agent Collusion Through Multi-Agent Interpretability


TTTProbe

repo: wzekai/ORCA

title: Online Reasoning Calibration: Test-Time Training Enables Generalizable Conformal LLM Reasoning


title: Safe learning-based control via function-based uncertainty quantification


True (VIS) Lies: Analyzing How Generative AI Recognizes Intentionality, Rhetoric, and Misleadingness in Visualization Lies


RELISH: LLM REgression with a Latent Iterative State Head


repo: collinear-ai/yc-bench

title: YC-Bench: Benchmarking AI Agents for Long-Term Planning and Consistent Execution


Experimental Design for Missing Physics


Descending into the Modular Bootstrap


repo: sambt/sven

repo: sambt/sven-experiments

title: Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method


repo: mhaseebtariq/redirect

title: Detecting Complex Money Laundering Patterns with Incremental and Distributed Graph Modeling


Efficient and Principled Scientific Discovery through Bayesian Optimization: A Tutorial


repo: facebookresearch/reasoning-memory

title: Procedural Knowledge at Scale Improves Reasoning


Friends and Grandmothers in Silico: Localizing Entity Cells in Language Models


repo: JHU-CLSP/citation-granularity

title: Are Finer Citations Always Better? Rethinking Granularity for Attributed Generation


Cooking Up Risks: Benchmarking and Reducing Food Safety Risks in Large Language Models


norm

repo: KellerJordan/modded-nanogpt

title: The Newton-Muon Optimizer


PaddingVR

repo: yunbeizhang/AReS

title: Prime Once, then Reprogram Locally: An Efficient Alternative to Black-Box Service Model Adaptation


repo: NPLawrence/soft-mpcritic

title: Soft MPCritic: Amortized Model Predictive Value Iteration


repo: taratt/cutegen

title: CuTeGen: An LLM-Based Agentic Framework for Generation and Optimization of High-Performance GPU Kernels using CuTe


DeltaMem: Towards Agentic Memory Management via Reinforcement Learning


GCNLayer

repo: LabRAI/IRENE

title: Optimizing EEG Graph Structure for Seizure Detection: An Information Bottleneck and Self-Supervised Learning Approach


repo: hiahei/Swift-SVD

title: Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression


repo: zhangshuibai/EC-DLM

title: Expert-Choice Routing Enables Adaptive Computation in Diffusion Language Models


PRCCF: A Persona-guided Retrieval and Causal-aware Cognitive Filtering Framework for Emotional Support Conversation


title: Development and multi-center evaluation of domain-adapted speech recognition for human-AI teaming in real-world gastrointestinal endoscopy


repo: SonyResearch/Woosh

title: Woosh: A Sound Effects Foundation Model


repo: scverse/annbatch

title: annbatch unlocks terabyte-scale training of biological data in anndata


kNNProxy: Efficient Training-Free Proxy Alignment for Black-Box Zero-Shot LLM-Generated Text Detection


repo: RightNow-AI/ouroboros

title: OUROBOROS: Dynamic Weight Generation for Recursive Transformers via Input-Conditioned LoRA Modulation


Mining Instance-Centric Vision-Language Contexts for Human-Object Interaction Detection


Cross-Modal Visuo-Tactile Object Perception


repo: zhmzm/stability-steering

title: Reliable Control-Point Selection for Steering Reasoning in Large Language Models


Application of parametric Shallow Recurrent Decoder Network to magnetohydrodynamic flows in liquid metal blankets of fusion reactors


title: The Expert Strikes Back: Interpreting Mixture-of-Experts Language Models at Expert Level


repo: Xuanfeng-Zhou/UHN

title: Universal Hypernetworks for Arbitrary Models


title: Smoothing the Landscape: Causal Structure Learning via Diffusion Denoising Objectives


repo: ZJU-REAL/SkillZero

title: SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization


HighIRNode

repo: jmaczan/torch-webgpu

title: Characterizing WebGPU Dispatch Overhead for LLM Inference Across Four GPU Vendors, Three Backends, and Three Browsers


repo: minebetter/EG-GRPO

title: From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation


repo: AIMLEdu/ai-sinkhole

title: Fighting AI with AI: AI-Agent Augmented DNS Blocking of LLM Services during Student Evaluations


title: Matrix Profile for Time-Series Anomaly Detection: A Reproducible Open-Source Benchmark on TSB-AD


title: VALOR: Value-Aware Revenue Uplift Modeling with Treatment-Gated Representation for B2B Sales


title: Reinforcement Learning from Human Feedback: A Statistical Perspective


accuracy

repo: NatLabRockies/BatFIT

title: Neural posterior estimation for scalable and accurate inverse parameter inference in Li-ion batteries


LeafLogMixtureHead

repo: InfraRiskGroup/softtree

repo: InfraRiskGroup/bridge-gym

title: Interpretable Deep Reinforcement Learning for Element-level Bridge Life-cycle Optimization


title: Financial Anomaly Detection for the Canadian Market


title: Principled and Scalable Diversity-Aware Retrieval via Cardinality-Constrained Binary Quadratic Programming


repo: SAI-Lab-NYU/WSVD

title: WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision Vision-Language Models


repo: unknownscientist/ROMAN

repo: gon-uri/ROMAN

title: ROMAN: A Multiscale Routing Operator for Convolutional Time Series Models


title: Learning interacting particle systems from unlabeled data


repo: Axelidea/AXELRAM

title: AXELRAM: Quantize Once, Never Dequantize


title: Transfer Learning for Meta-analysis Under Covariate Shift


repo: good-epic/finding-belief-geometries

title: Finding Belief Geometries with Sparse Autoencoders


MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications


DiffeqSolver

repo: liuzjin/STDDN

title: STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation


repo: TURLEing/Rubrics-To-Tokens

title: Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks


a

repo: tcnllab-oss/masf

title: Rethinking Forward Processes for Score-Based Nonlinear Data Assimilation in High Dimensions


repo: mhaseebtariq/exstraqt

title: Extracting Money Laundering Transactions from Quasi-Temporal Graph Representation


A Multi-head-based architecture for effective morphological tagging in Russian with open dictionary


title: LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation


title: PR3DICTR: A modular AI framework for medical 3D image-based detection and outcome prediction


repo: aida-ugent/vigil

title: Vigil: An Extensible System for Real-Time Detection and Mitigation of Cognitive Bias Triggers


repo: Tobias-Fischer/ensemble-event-vpr

title: Event-Driven Neuromorphic Vision Enables Energy-Efficient Visual Place Recognition


repo: VerticalResearchGroup/Gauntlet

title: Computer Architecture's AlphaZero Moment: Automated Discovery in an Encircled World


NativeTernary: A Self-Delimiting Binary Encoding with Unary Run-Length Hierarchy Markers for Ternary Neural Network Weights, Structured Data, and General Computing Infrastructure


MetaSAEWrapper

repo: good-epic/MetaSAE

title: MetaSAEs: Joint Training with a Decomposability Penalty Produces More Atomic Sparse Autoencoder Latents


title: Contextual Control without Memory Growth in a Context-Switching Task


title: Optimizing Neurorobot Policy under Limited Demonstration Data through Preference Regret


LangFIR: Discovering Sparse Language-Specific Features from Monolingual Data for Language Steering


GSPnP

repo: uw-cig/SGPnP

title: Stochastic Generative Plug-and-Play Priors


check

repo: ivnle/the-format-tax

title: The Format Tax


title: CAGMamba: Context-Aware Gated Cross-Modal Mamba Network for Multimodal Sentiment Analysis


Document-Level Numerical Reasoning across Single and Multiple Tables in Financial Reports


METERChecker

repo: Bingru-Li/POEMetric

title: POEMetric: The Last Stanza of Humanity


InstanceMetadataConfig

repo: wangyu-ovo/CREBench

title: CREBench: Evaluating Large Language Models in Cryptographic Binary Reverse Engineering


repo: rsoatto/countsdiff

title: CountsDiff: A Diffusion Model on the Natural Numbers for Generation and Imputation of Count-Based Data


Fused Multinomial Logistic Regression Utilizing Summary-Level External Machine-learning Information


repo: yifu-ding/MP-Sparse-Attn

title: Diagonal-Tiled Mixed-Precision Attention for Efficient Low-Bit MXFP Inference


BWTA: Accurate and Efficient Binarized Transformer by Algorithm-Hardware Co-design


title: Can LLMs Learn to Reason Robustly under Noisy Supervision?


repo: ornamentt/GeoBrowse

title: GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces


MisEdu-RAG: A Misconception-Aware Dual-Hypergraph RAG for Novice Math Teachers


ClaimAuditResult

repo: DEFENSE-SEU/FactReview

title: FactReview: Evidence-Grounded Peer Review with Execution-Based Claim Verification


Intelligent Traffic Monitoring with YOLOv11: A Case Study in Real-Time Vehicle Detection


A Semi-Automated Annotation Workflow for Paediatric Histopathology Reports Using Small Language Models


repo: purvanshi-lica/lica-bench

title: Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks


Stable and Privacy-Preserving Synthetic Educational Data with Empirical Marginals: A Copula-Based Approach


acc

repo: epagogy/ml

title: Which Leakage Types Matter? A Quantitative Landscape Across 2,047 Benchmark Datasets


Modality

repo: aiming-lab/ClawArena

title: ClawArena: Benchmarking AI Agents in Evolving Information Environments


repo: Cmouzouni/three-phases-moe

title: Three Phases of Expert Routing: How Load Balance Evolves During Mixture-of-Experts Training


repo: ace-agent/ace

title: Combee: Scaling Prompt Learning for Self-Improving Language Model Agents


title: A Logical-Rule Autoencoder for Interpretable Recommendations


barplot

repo: lbcb-sci/GFMs

title: Entropy, Disagreement, and the Limits of Foundation Models in Genomics


Effects of Generative AI Errors on User Reliance Across Task Difficulty


repo: UCSB-NLP-Chang/Skill-Usage

title: How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings


title: Generative Models for Decision-Making under Distributional Shift


repo: zai-org/glm-simple-evals

title: REAM: Merging Improves Pruning of Experts in LLMs


Attention

repo: efficient-learning-lab/SinglePrompt

title: Is Prompt Selection Necessary for Task-Free Online Continual Learning?


repo: anmspro/ESS-XAI-Stability

title: Empirical Characterization of Rationale Stability Under Controlled Perturbations for Explainable Pattern Recognition


repo: synthiumjp/weber

title: Same Geometry, Opposite Noise: Transformer Magnitude Representations Lack Scalar Variability


MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation


repo: qualixar/superlocalmemory

title: SuperLocalMemory V3.3: The Living Brain -Biologically-Inspired Forgetting, Cognitive Quantization, and Multi-Channel Retrieval for Zero-LLM Agent Memory Systems


repo: frederikpahde/rrclarc

title: Reproducibility study on how to find Spurious Correlations, Shortcut Learning, Clever Hans or Group-Distributional nonrobustness and how to fix them


Mapping the Exploitation Surface: A 10,000-Trial Taxonomy of What Makes LLM Agents Exploit Vulnerabilities


MINE

repo: yujhml/MIRI-Imputation

repo: gkremling/FLOWGEM

title: Generative Modeling under Non-Monotone MAR Missingness via Approximate Wasserstein Gradient Flows


LP-GEMM: Integrating Layout Propagation into GEMM Operations


BLS

repo: mrazhou/BLS

title: Batch Loss Score for Dynamic Data Pruning


Is a Picture Worth a Thousand Words? Adaptive Multimodal Fact-Checking with Visual Evidence Necessity


title: Darkness Visible: Reading the Exception Handler of a Language Model


repo: zjunlp/SkillX

title: SkillX: Automatically Constructing Skill Knowledge Bases for Agents


title: Analyzing Symbolic Properties for DRL Agents in Systems and Networking


repo: TSuXinH/CalM

title: CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data


title: R3PM-Net: Real-time, Robust, Real-world Point Matching Network


SVGTokenizer

repo: ximinng/HiVG

title: Hierarchical SVG Tokenization: Learning Compact Visual Programs for Scalable Vector Graphics Modeling


Memory Dial: A Training Framework for Controllable Memorization in Language Models


repo: hbing-l/chronos

title: RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World


repo: vt-pi-squared/pi-squared

title: π 2 : Structure-Originated Reasoning Data Improves Long-Context Reasoning Ability of Large Language Models


repo: amayuelas/qcurious-tester

title: Planning to Explore: Curiosity-Driven Planning for LLM Test Generation


XMARKProcessor

repo: JiiahaoXU/XMark

title: XMARK: Reliable Multi-Bit Watermarking for LLM-Generated Texts


title: ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning


repo: xingt-tang/ReAd

title: Retrieve-then-Adapt: Test-Time Retrieval-Augmentation for Sequential Recommendation


title: Learning to Edit Knowledge via Instruction-based Chain-of-Thought Prompting


repo: l-pommeret/THIVLVC

title: THIVLVC: Retrieval Augmented Dependency Parsing for Latin


repo: google/mediapipe

title: INTERACT: An AI-Driven Extended Reality Framework for Accessible Communication Featuring Real-Time Sign Language Interpretation and Emotion Recognition


title: Evaluation of Randomization through Style Transfer for Enhanced Domain Generalization


title: From Uniform to Learned Knots: A Study of Spline-Based Numerical Encodings for Tabular Deep Learning


title: Efficient machine unlearning with minimax optimality


title: Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents


repo: zhuyjan/WikiSeeker

title: WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering


title: Bivariate Causal Discovery Using Rate-Distortion MDL: An Information Dimension Approach


repo: sunyuanfu/AgentGL

title: AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning


LoRM: Learning the Language of Rotating Machinery for Self-Supervised Condition Monitoring


Beyond Paper-to-Paper: Structured Profiling and Rubric Scoring for Paper-Reviewer Matching


title: ReLU Networks for Exact Generation of Similar Graphs


Multi-Modal Landslide Detection from Sentinel-1 SAR and Sentinel-2 Optical Imagery Using Multi-Encoder Vision Transformers and Ensemble Learning


Is CLIP Cross-Eyed? Revealing and Mitigating Center Bias in the CLIP Family


title: Data Distribution Valuation Using Generalized Bayesian Inference


The Model Agreed, But Didn't Learn: Diagnosing Surface Compliance in Large Language Models


Disentangling MLP Neuron Weights in Vocabulary Space


LearnedAbsolutePE

repo: cvzh/BiMind

title: BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection


From Hallucination to Structure Snowballing: The Alignment Tax of Constrained Decoding in LLM Reflection


A machine learning framework for uncovering stochastic nonlinear dynamics from noisy data


AgentCE-Bench: Agent Configurable Evaluation with Scalable Horizons and Controllable Difficulty under Lightweight Environments


title: A Large-Scale Empirical Comparison of Meta-Learners and Causal Forests for Heterogeneous Treatment Effect Estimation in Marketing Uplift Modeling


Block

repo: QiminZhong/LSE-MTP

title: Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement


repo: inclusionAI/UI-Venus

title: VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics


title: Emergent decentralized regulation in a purely synthetic society


title: A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI Prediction


title: TalkLoRA: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models


repo: AgentOptimizer/agentopt

title: Client-Side Optimization for LLM-Based Agent


title: WebSP-Eval: Evaluating Web Agents on Website Security and Privacy Tasks


repo: YuanjieSh/CMRM

title: Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise


title: Distributed Interpretability and Control for Large Language Models


DualAgreement

repo: microsoft/CodeT

title: Inference-Time Code Selection via Symbolic Equivalence Partitioning


Inositol phosphoglycan P-type in infants of preeclamptic mothers


choose

repo: niMgnoeSeeL/ExplainFuzz

title: ExplainFuzz: Explainable and Constraint-Conditioned Test Generation with Probabilistic Circuits


TwinLoop: Simulation-in-the-Loop Digital Twins for Online Multi-Agent Reinforcement Learning


title: The Detection-Extraction Gap: Models Know the Answer Before They Can Say It


Holistic Optimal Label Selection for Robust Prompt Learning under Partial Labels


FlowAdam

repo: idevender/flowadam

title: FlowAdam: Implicit Regularization via Geometry-Aware Soft Momentum Injection


title: Towards Robust Content Watermarking Against Removal and Forgery Attacks


repo: foundry-org/foundry

title: Foundry: Template-Based CUDA Graph Context Materialization for Fast LLM Serving Cold Start


ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding


GeodesicBasedLoss

repo: qipengz/BLAE

title: Bi-Lipschitz Autoencoder With Injectivity Guarantee


Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation


Multilingual Cognitive Impairment Detection in the Era of Foundation Models


CategoricalEmbeddings

repo: yandex-research/rtdl-revisiting-models

title: OmniTabBench: Mapping the Empirical Frontiers of GBDTs, Neural Networks, and Foundation Models for Tabular Data at Scale


Environmental, Social and Governance Sentiment Analysis on Slovene News: A Novel Dataset and Models


title: On the Step Length Confounding in LLM Reasoning Data Selection


title: To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models


EnergyMaskLayer

repo: Tom-Dvk/ERSM

title: Energy-Regularized Spatial Masking: A Novel Approach to Enhancing Robustness and Interpretability in Vision Models


The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era


QwenTimeDualEncoder

repo: xbdxwyh/ChunQiuTR

title: ChunQiuTR: Time-Keyed Temporal Retrieval in Classical Chinese Annals


repo: Kooshano/QNAS

title: QNAS: A Neural Architecture Search Framework for Accurate and Efficient Quantum Neural Networks


Config

repo: ml-lab-htw/concept-tracer

title: ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations


repo: mkboch/UDAE

title: Unified Deployment-Aware Evaluation of Open Reasoning Language Models


SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)


EVGeoQA: Benchmarking LLMs on Dynamic, Multi-Objective Geo-Spatial Exploration


repo: GGLAB-KU/LOBSTER

title: Are Non-English Papers Reviewed Fairly? Language-of-Study Bias in NLP Peer Reviews


title: Lumbermark: Resistant Clustering by Chopping Up Mutual Reachability Minimum Spanning Trees


repo: alexouadi/SBBTS

title: SBBTS: A Unified Schrödinger-Bass Framework for Synthetic Financial Time Series


repo: ThomasNorr/Qpm

title: DINO-QPM: Adapting Visual Foundation Models for Globally Interpretable Image Classification


repo: tomalamb/semantic-calibration

title: Improving Semantic Uncertainty Quantification in Language Model Question-Answering via Token-Level Temperature Scaling


CoarseRefinement

repo: huidong-ma/FADE

title: Efficient Learned Data Compression via Dual-Stream Feature Decoupling


Beyond Loss Values: Robust Dynamic Pruning via Loss Trajectory Alignment


title: How to sketch a learning algorithm


DSPR: Dual-Stream Physics-Residual Networks for Trustworthy Industrial Time Series Forecasting


repo: qqtang-code/FluxAttention

title: Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference


Critical Patch-Aware Sparse Prompting with Decoupled Training for Continual Learning on the Edge


GAN-based Domain Adaptation for Image-aware Layout Generation in Advertising Poster Design


Predicting Activity Cliffs for Autonomous Medicinal Chemistry


repo: TransluceAI/circuits

title: ADAG: Automatically Describing Attribution Graphs


EnsembleHead

repo: comeusr/diversed

title: DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification


repo: SiLifen/PoST

title: Optimal Decay Spectra for Linear Recurrences


title: Parameter-Free Non-Ergodic Extragradient Algorithms for Solving Monotone Variational Inequalities *


Generative optimal transport via forward-backward HJB matching


repo: kfchenhn/TRB

title: Tool Retrieval Bridge: Aligning Vague Instructions with Retriever Preferences via Bridge Model


Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection


repo: JasperZG/gradientmtl

title: Information-Theoretic Requirements for Gradient-Based Task Affinity Estimation in Multi-Task Learning


Linear Representations of Hierarchical Concepts in Language Models


Dynamic Attentional Context Scoping: Agent-Triggered Focus Sessions for Isolated Per-Agent Steering in Multi-Agent LLM Orchestration


title: Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting


repo: XMUDeepLIT/HCRE

title: HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy


Pruning Extensions and Efficiency Trade-Offs for Sustainable Time Series Classification


title: Rethinking Residual Errors in Compensation-based LLM Quantization


The ecosystem of machine learning competitions: Platforms, participants, and their impact on AI development


title: Preference Redirection via Attention Concentration: An Attack on Computer Use Agents


repo: luumsk/SmallLesionMRI

title: Component-Adaptive and Lesion-Level Supervision for Improved Small Structure Segmentation in Brain MRI


title: Efficient Provably Secure Linguistic Steganography via Range Coding


AdaLayerNorm

repo: fly-dk/CDAMD

title: Coordinate-Based Dual-Constrained Autoregressive Motion Generation


PolySLGen

repo: zylinzy/PolySLGen

title: PolySLGen: Online Multimodal Speaking-Listening Reaction Generation in Polyadic Interaction


repo: mkrzywda/gnn-misinformation-tradeoffs

title: Graph Neural Networks for Misinformation Detection: Performance-Efficiency Trade-offs


title: A Direct Approach for Handling Contextual Bandits with Latent State Dynamics


Training Data Size Sensitivity in Unsupervised Rhyme Recognition


Shift- and stretch-invariant non-negative matrix factorization with an application to brain tissue delineation in emission tomography data


repo: deep-real/GenCircuit

title: Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings


title: An Illusion of Unlearning? Assessing Machine Unlearning Through Internal Representations


title: When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning


title: Distributed Multi-Layer Editing for Rule-Level Knowledge in Large Language Models


title: DMax: Aggressive Parallel Decoding for dLLMs


SOLAR

repo: mahmoudsajjadi/SOLAR

title: SOLAR: Communication-Efficient Model Adaptation via Subspace-Oriented Latent Adapter Reparametrization


SyncBreaker:Stage-Aware Multimodal Adversarial Attacks on Audio-Driven Talking Head Generation


cache

repo: watml/TreeGrad

estimatorTemplate

repo: watml/adalina

title: Adalina: Adaptive Linear Approximation for the Shapley Value and Beyond


title: Quantization Impact on the Accuracy and Communication Efficiency Trade-off in Federated Learning for Aerospace Predictive Maintenance


repo: dess-mannheim/dimpact

title: The Impact of Dimensionality on the Stability of Node Embeddings


completion

repo: sleeepeer/PIArena

title: PIArena: A Platform for Prompt Injection Evaluation


ImageFeatureRegressionModel

repo: ezacngm/brainCodec

title: Meta-learning In-Context Enables Training-Free Cross Subject Brain Decoding


title: Drift and selection in LLM text ecosystems


title: Medical Reasoning with Large Language Models: A Survey and MR-Bench


title: Uncertainty Estimation for the Open-Set Text Classification systems 1


Act or Escalate? Evaluating Escalation Behavior in Automation with Language Models


repo: meshkovQA/Eval-ai-library

title: Adaptive Rigor in AI System Evaluation using Temperature-Controlled Verdict Aggregation via Generalized Power Mean


Evidential Transformation Network: Turning Pretrained Models into Evidential Models for Post-hoc Uncertainty Estimation


repo: smsharma/fermi-prob-prog

downsample

repo: yitiansun/gce-prob-prog

title: High-dimensional inference for the γ-ray sky with differentiable programming


Accurate and Reliable Uncertainty Estimates for Deterministic Predictions: Extensions to Under and Overpredictions *


title: R 2 : A Multi-View Circuit Graph Benchmark Suite from RTL to GDSII


repo: mkturkcan/Loom

title: Loom: A Scalable Analytical Neural Computer Architecture


A Unified Survival Benchmark for Temporal Dropout Risk Prediction in Learning Analytics


repo: HW-AI-Research/CTS-HDBO

title: Adaptive Candidate Point Thompson Sampling for High-Dimensional Bayesian Optimization


MoEMlp

repo: LYH-hh/M-IDoL

title: M-IDoL: Information Decomposition for Modality-Specific and Diverse Representation Learning in Medical Foundation Model


Predictive Entropy as a Joint Screen for Error and Paraphrase Instability in Medical Vision-Language Models


ThompsonSamplingBandit

repo: ElephantOH/MAB-DQA

title: MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits


Low-Data Supervised Adaptation Outperforms Prompting for Cloud Segmentation Under Domain Shift


repo: Rose-STL-Lab/u-cast

title: U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster


title: Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography


PositionalEncoding

repo: jafarbakhshaliyev/TPS

title: Temporal Patch Shuffle (TPS): Leveraging Patch-Level Shuffling to Boost Generalization and Robustness in Time Series Forecasting


title: Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models


repo: OUC-VAS/DAF

title: Detecting Diffusion-generated Images via Dynamic Assembly Forests


title: MixFlow: Mixed Source Distributions Improve Rectified Flows


SPASM: Stable Persona-driven Agent Simulation for Multi-turn Dialogue Generation


Meta-Learned Basis Adaptation for Parametric Linear PDEs


repo: wzb-bupt/VGPO

title: Visually-Guided Policy Optimization for Multimodal Reasoning


Is More Data Worth the Cost? Dataset Scaling Laws in a Tiny Attention-Only Decoder


repo: JHU-CLSP/ManyIH

title: Many-Tier Instruction Hierarchy in LLM Agents


title: SafeAdapt: Provably Safe Policy Updates in Deep Reinforcement Learning


LETGAMES: An LLM-Powered Gamified Approach to Cognitive Training for Patients with Cognitive Impairment


EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution


title: A Multi-Anchor Architecture for Resilient Memory and Continuity


title: Active Inference with a Self-Prior in the Mirror-Mark Task


Pioneer Agent: Continual Improvement of Small Language Models in Production


repo: joyheyueya/giants

title: GIANTS: Generative Insight Anticipation from Scientific Literature


repo: BinaLab/K-STEMIT

title: K-STEMIT: Knowledge-Informed Spatio-Temporal Efficient Multi-Branch Graph Neural Network for Subsurface Stratigraphy Thickness Estimation from Radar Data


repo: utshabkg/multi-vector-reproducibility

title: Reproduction Beyond Benchmarks: ConstBERT and ColBERT-v2 Across Backends and Query Distributions


title: Towards Multi-Source Domain Generalization for Sleep Staging with Noisy Labels


repo: echo-cipher/keymyna

title: Masked Contrastive Pre-Training Improves Music Audio Key Detection


repo: miriamwanner/brittle-weird-gen

title: Weird Generalization is Weirdly Brittle


AddAndNorm

repo: duanwenchang/MAVEN-T

title: MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction


AmplitudeThreshold

repo: aiot-lab/RF-LEGO

title: RF-LEGO: Modularized Signal Processing-Deep Learning Co-Design for RF Sensing via Deep Unrolling


repo: xndong/FAITH

title: Factuality Alignment through Integrating Trustworthiness and Honestness


A 3 -FPN: Asymptotic Content-Aware Pyramid Attention Network for Dense Visual Prediction


repo: minnesotanlp/the-amazing-agent-race

title: The Amazing Agent Race: Strong Tool Users, Weak Navigators


title: Towards Green Wearable Computing: A Physics-Aware Spiking Neural Network for Energy-Efficient IMU-based Human Activity Recognition


ClusterMoE

repo: SAI-Lab-NYU/CodeQuant

title: CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts


ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization


title: PepBenchmark: A Standardized Benchmark for Peptide Machine Learning


Evaluating Small Open LLMs for Medical Question Answering: A Practical Framework


Lost in Diffusion: Uncovering Hallucination Patterns and Failure Modes in Diffusion Large Language Models


title: Efficient Process Reward Modeling via Contrastive Mutual Information


repo: reiniscimurs/DRL-robot-navigation

title: Energy-Efficient Federated Edge Learning for Small-Scale Datasets in Large IoT Networks


repo: senolgulgonul/hecetokenizer

title: HeceTokenizer: A Syllable-Based Tokenization Approach for Turkish Retrieval


InternalStatesDict

repo: graphml-lab-pwr/sink-probe

title: Attention Sinks as Internal Signals for Hallucination Detection in Large Language Models


repo: scaleapi/scipredict

title: SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?


repo: NeXAIS/SubW-Alignment

title: Tail-Aware Information-Theoretic Bounds for LLM Alignment under Heavy-Tailed Rewards


Learning Preference-Based Objectives from Clinical Narratives for Dynamic Sepsis Treatment


PreProjection

repo: cs-cmyk/preprojection

title: Position-Agnostic Pre-Projection for Transformer Attention: Nonlinear Feature Construction and Content Skip Before Q/K/V


title: ONLINE COVARIANCE ESTIMATION IN AVERAGED SGD: IMPROVED BATCH-MEANS RATES AND MINIMAX OPTIMALITY VIA TRAJECTORY REGRESSION


repo: pinakirm/HiSS

title: Slithering Through Gaps: Capturing Discrete Isolated Modes via Logistic Bridging


repo: qinjiang-lab/AOP-Smart

title: AOP-Smart: A RAG-Enhanced Large Language Model Framework for Adverse Outcome Pathway Analysis


repo: THUDM/LongBench

title: CASK: Core-Aware Selective KV Compression for Reasoning Traces


repo: infosenselab/yield

title: YIELD: A Large-Scale Dataset and Evaluation Framework for Information Elicitation Agents


repo: synthiumjp/ima

title: K-Way Energy Probes for Metacognition Reduce to Softmax in Discriminative Predictive Coding Networks


title: A Systematic Analysis of the Impact of Persona Steering on LLM Capabilities


title: Where Hindsight Credit Can Reside: A Signed-Capacity View of Token Updates in RLVR


AutoTPMeta

repo: deepspeedai/DeepSpeed

title: Efficient Training for Cross-lingual Speech Language Models


repo: pzinn/hadamard

title: Generating Hadamard matrices with transformers


TaskVectorBuilder

repo: szu-tera/DeCoVec

title: DeCoVec: Building Decoding Space based Task Vector for Large Language Models via In-Context Learning


From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning


title: SHARE: Social-Humanities AI for Research and Education


SHAPSHIFT: Explaining Model Prediction Shifts with Subgroup Conditional Shapley Values


SpefFile

repo: THU-numbda/CapBench

title: CapBench: A Multi-PDK Dataset for Machine-Learning-Based Post-Layout Capacitance Extraction


repo: yangfanww/hiedit

title: HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning


BRIDGE and TCH-Net: Heterogeneous Benchmark and Multi-Branch Baseline for Cross-Domain IoT Botnet Detection


repo: ynklab/vlm-latent-piaa

title: What Do Vision-Language Models Encode for Personalized Image Aesthetics Assessment?


Exact Certification of Neural Networks and Partition Aggregation Ensembles against Label Poisoning


title: METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues


MatrixPredict

repo: RUCAIBox/NExt

title: Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration


title: CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation


Revisiting Compositionality in Dual-Encoder Vision-Language Models: The Role of Inference


METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models


repo: BITHLP/PolicySplit

title: Policy Split: Incentivizing Dual-Mode Exploration in LLM Reinforcement with Dual-Mode Entropy Regularization


repo: Smlcrm/TempusBench

title: TempusBench: An Evaluation Framework for Time-Series Forecasting


repo: redai-infra/Relax

title: Relax: An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale


title: Learning Robustness at Test-Time from a Non-Robust Teacher


repo: ayyyq/heterogeneous-memory-extraction

title: Self-Evolving LLM Memory Extraction Across Heterogeneous Tasks


repo: facebookresearch/contriever

title: Back to Basics: Let Conversational Agents Remember with Just Retrieval and Generation


BlockHessianResult

repo: comiam/dag-hesse

title: Inter-Layer Hessian Analysis of Neural Networks with DAG Architectures


repo: asu-kim/agentic-driving-coach

title: Agentic Driving Coach: Robustness and Determinism of Agentic AI-Powered Human-in-the-Loop Cyber-Physical Systems


Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions


repo: honglizhan/mint-empathy

title: Discourse Diversity in Multi-Turn Empathic Dialogue


repo: lshowway/base

title: A Layer-wise Analysis of Supervised Fine-Tuning


title: Polynomial Expansion Rank Adaptation: Enhancing Low-Rank Fine-Tuning with High-Order Interactions


MLP

repo: qianlima-lab/KEDGN

repo: reml-lab/mTAN

title: DBGL: Decay-aware Bipartite Graph Learning for Irregular Medical Time Series Classification


Disposition Distillation at Small Scale: A Three-Arc Negative Result


repo: yuzhengv/Bayesian-ARGOS

title: Fast and principled equation discovery from chaos to climate


DIAX

repo: Center-for-Diabetes-Technology/DIAX

title: A unified data format for managing diabetes time-series data: DIAbetes eXchange (DIAX)


Loss-Driven Bayesian Active Learning


Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most Confident Traces


BayMOTH: Bayesian optiMizatiOn with meTa-lookahead -a simple approacH


SGTSpectrumState

repo: Raina-Xin/UCS

title: UCS: Estimating Unseen Coverage for Improved In-Context Learning


title: Identity as Attractor: Geometric Evidence for Persistent Agent Architecture in LLM Activation Space


FeatureInfo

repo: nicolashuynh/deft

repo: egochao/DeePromoter

title: Interpretable DNA Sequence Classification via Dynamic Feature Generation in Decision Trees


title: Narrative over Numbers: The Identifiable Victim Effect and its Amplification Under Alignment and Reasoning in Large Language Models


title: Robust Optimization for Mitigating Reward Hacking with Correlated Proxies


Config

repo: arunshar/spatial-atlas

title: Spatial Atlas: Compute-Grounded Reasoning for Spatial-Aware Research Agent Benchmarks


title: A Residual-Shell-Based Lower Bound for Ollivier-Ricci Curvature


repo: TaoJinkai/ckm-hypogen

title: Continuous Knowledge Metabolism: Generating Scientific Hypotheses from Evolving Literature


SpecBound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration


chdir

repo: SparksofAGI/CodeSpecBench

title: CODESPECBENCH: Benchmarking LLMs for Executable Behavioral Specification Generation


The Enforcement and Feasibility of Hate Speech Moderation on Twitter


repo: UCSB-NLP-Chang/CompliBench

title: COMPLIBENCH: Benchmarking LLM Judges for Compliance Violation Detection in Dialogue Systems


repo: hiyouga/LLaMA-Factory

title: ToxiTrace: Gradient-Aligned Training for Explainable Chinese Toxicity Detection


repo: gregorkrz/minerva-ml

title: Cross-Domain Transfer with Particle Physics Foundation Models: From Jets to Neutrino Interactions


title: Is Sliding Window All You Need? An Open Framework for Long-Sequence Recommendation


repo: NVIDIA-NeMo/Skills

repo: NVIDIA-NeMo/Evaluator

title: Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning NVIDIA


title: SCRIPT: A Subcharacter Compositional Representation Injection Module for Korean Pre-Trained Language Models


Beyond Output Correctness: Benchmarking and Evaluating Large Language Model Reasoning in Coding Tasks


repo: nrimsky/CAA

title: Meet Dynamic Individual Preferences: Resolving Conflicting Human Value with Paired Fine-Tuning


chattify

repo: hannamw/model-planning-public

title: Latent Planning Emerges with Scale


Attention

repo: kangverse/EBMC

title: Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis


fableHyperParams

repo: caskcsg/FABLE

title: FABLE: Fine-grained Fact Anchoring for Unstructured Model Editing


repo: dice-group/RALP

title: Learning Chain Of Thoughts Prompts for Predicting Entities, Relations, and even Literals on Knowledge Graphs


title: OFA-Diffusion Compression: Compressing Diffusion Model in One-Shot Manner


nmse

repo: tianweiy/SeqMRI

title: Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging


corrupt

repo: krimler/dam-games

title: Algorithmic Analysis of Dense Associative Memory: Finite-Size Guarantees and Adversarial Robustness


MetFuse: Figurative Fusion between Metonymy and Metaphor


repo: kyutai-labs/moshi-rag

title: G : Asynchronous Knowledge Retrieval for Full-Duplex Speech Language Models


Sample

repo: jet-ai-projects/Lightning-OPD

title: Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation


repo: techwolf-ai/WorkRB

title: WorkRB: A Community-Driven Evaluation Framework for AI in the Work Domain


repo: openai/whisper

repo: modelscope/FunASR

title: OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs


title: Synthetic Tabular Generators Fail to Preserve Behavioral Fraud Patterns: A Benchmark on Temporal, Velocity, and Multi-Account Signals


repo: gaoshiping/IPVRM

title: Unleashing Implicit Rewards: Prefix-Value Learning for Distribution-Level Optimization


repo: ChuangtaoChen-TUM/KVPacket

title: KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs


A High-Resolution Landscape Dataset for Concept-Based XAI With Application to Species Distribution Models


Bias-Corrected Adaptive Conformal Inference for Multi-Horizon Time Series Forecasting


title: Deep Spatially-Regularized and Superpixel-Based Diffusion Learning for Unsupervised Hyperspectral Image Clustering


WEBXSKILL: Skill Learning for Autonomous Web Agents


From Prediction to Justification: Aligning Sentiment Reasoning with Human Rationale via Reinforcement Learning


title: Estimating Continuous Treatment Effects with Two-Stage Kernel Ridge Regression


DecodeBlock

repo: PKU-MARL/Multi-Agent-Transformer

title: Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus


SchemaFSM

repo: hemingkx/ToolSpec

title: TOOLSPEC: Accelerating Tool Calling via Schema-Aware and Retrieval-Augmented Speculative Decoding


ActorConfig

repo: KevinSCUTer/TF-TTCL

title: Training-Free Test-Time Contrastive Learning for Large Language Models


title: YOCO++: Enhancing YOCO with KV Residual Connections for Efficient LLM Inference


repo: Yunkaidang/UHR

title: UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing


title: Foresight Optimization for Strategic Reasoning in Large Language Models


SOMOLP

repo: subukata/som-olp

title: Self-Organizing Maps with Optimized Latent Positions


EMA

repo: Open-EXG/EMGFlow

title: EMGFlow: Robust and Efficient Surface Electromyography Synthesis via Flow Matching


title: Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection


repo: CnFaker/SLQ

title: SLQ: Bridging Modalities via Shared Latent Queries for Retrieval with Frozen MLLMs


repo: SeerRay-Lab/Doc-V

title: Doc-V * : Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA


Design and Behavior of Sparse Mixture-of-Experts Layers in CNN-based Semantic Segmentation


Composite Silhouette: A Subsampling-based Aggregation Strategy


repo: gradio-app/gradio

title: Beyond Static Personas: Situational Personality Steering for Large Language Models


Nested Fourier-enhanced neural operator for efficient modeling of radiation transfer in fires


repo: decisionintelligence/TAB

title: ASTER: Latent Pseudo-Anomaly Generation for Unsupervised Time-Series Anomaly Detection


π-Play: Multi-Agent Self-Play via Privileged Self-Distillation without External Data


title: TIP: Token Importance in On-Policy Distillation


title: Momentum Further Constrains Sharpness at the Edge of Stochastic Stability


swish

repo: sword-Lz/MMCrec

title: ID and Graph View Contrastive Learning with Multi-View Attention Fusion for Sequential Recommendation


repo: Shan-HIT/HuoziIME

title: HUOZIIME: An On-Device LLM-enhanced Input Method for Deep Personalization


title: Chronological Knowledge Retrieval: A Retrieval-Augmented Generation Approach to Construction Project Documentation


Correcting Suppressed Log-Probabilities in Language Models with Post-Transformer Adapters


MEME-Fusion@CHiPSAL 2026: Multimodal Ablation Study of Hate Detection and Sentiment Analysis on Nepali Memes


Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems


Graph-Based Fraud Detection with Dual-Path Graph Filtering


Awakening Dormant Experts: Counterfactual Routing to Mitigate MoE Hallucinations


title: Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay


CorrectProbe

repo: Notbesidemoon/GeoDe

title: Purging the Gray Zone: Latent-Geometric Denoising for Precise Knowledge Boundary Awareness


ProxyScore

repo: Avinash-Amudala/PROXIMA

title: PROXIMA: Proxy Metric Validation with Segment-Level Fragility Detection for Online Controlled Experiments


repo: yahskapar/centroid-erasure

title: The Cost of Language: Centroid Erasure Exposes and Exploits Modal Competition in Multimodal Language Models


listify

repo: UAlberta-NLP/ExpandNet

title: Generating Concept Lexicalizations via Dictionary-Based Cross-Lingual Sense Projection


BaseChecklist

repo: maritaca-ai/MARCA

title: MARCA: A Checklist-Based Benchmark for Multilingual Web Search


repo: leonardo-blas/psychological-steering

repo: kaistAI/FLASK

title: Psychological Steering of Large Language Models


repo: Reviewerly-Inc/PeerPrism

title: PeerPrism: Peer Evaluation Expertise vs Review-writing AI


repo: importAmir/CI-CBM

title: CI-CBM: Class-Incremental Concept Bottleneck Model for Interpretable Continual Learning


repo: CMSL-HKUST/jax-am

title: Material-agnostic temperature field prediction for metal additive manufacturing via a parametric PINN framework


AdaptiveReward

repo: RunRiotComeOn/AVR

title: Learning Adaptive Reasoning Paths for Efficient Visual Reasoning


Corpus2Skill: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG


From Risk to Rescue: An Agentic Survival Analysis Framework for Liquidation Prevention


repo: unitaryai/detoxify

title: CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification


title: ConfLayers: Adaptive Confidence-based Layer Skipping for Self-Speculative Decoding


title: Retrieve, Then Classify: Corpus-Grounded Automation of Clinical Value Set Authoring


repo: astropy/astropy

title: Asking What Matters: Reward-Driven Clarification for Software Engineering Tasks


CBAM

repo: InSeokJeon/CMTM

title: CMTM: Cross-Modal Token Modulation for Unsupervised Video Object Segmentation


title: Seen-to-Scene: Keep the Seen, Generate the Unseen for Video Outpainting


title: CURA: Clinical Uncertainty Risk Alignment for Language Model-Based Risk Prediction


HAMSA: Scanning-Free Vision State Space Models via SpectralPulseNet


THIS PAPER HAS BEEN ACCEPTED FOR PUBLICATION IN IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (TPAMI). 1 Catching Every Ripple: Enhanced Anomaly Awareness via Dynamic Concept Adaptation


AppConfig

repo: bjzgcai/CoPA

title: CoPA: Benchmarking Personalized Question Answering with Data-Informed Cognitive Factors


PUFFIN: protein unit discovery with functional supervision


PauseConfig

repo: JOY-SWang/HyPeR

title: Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding


SMCClustererState

repo: microsoft/smc-clustering

title: Scalable Model-Based Clustering with Sequential Monte Carlo


Learning Ad Hoc Network Dynamics via Graph-Structured World Models


Adaptive Test-Time Compute Allocation for Reasoning LLMs via Constrained Policy Optimization


title: Does RL Expand the Capability Boundary of LLM Agents? A PASS@(k, T ) Analysis *


title: RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding


Comparison of Modern Multilingual Text Embedding Techniques for Hate Speech Detection Task


repo: qyj-bkjx/Sparsemax-SAE

title: Improving Sparse Autoencoder with Dynamic Attention


Learning to Concatenate Quantum Codes


repo: ails-lab/detoex

title: Explain the Flag: Contextualizing Hate Speech Beyond Censorship


From Procedural Skills to Strategy Genes: Towards Experience-Driven Test-Time Evolution


repo: louisfanhz/IUQ

title: IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation


title: DiscoTrace: Representing and Comparing Answering Strategies of Humans and LLMs in Information-Seeking Question Answering


An Analysis of Regularization and Fokker-Planck Residuals in Diffusion Models for Image Generation


repo: yandex-research/tabular-dl-optimizers

title: Benchmarking Optimizers for MLPs in Tabular Deep Learning


repo: privacytrustlab/PathGeneralization

title: Generalization in LLM Problem Solving: The Case of the Shortest Path

venue: ICLR


Applied Explainability for Large Language Models: A Comparative Study


BaseAgent

repo: murphyka/infochess

title: InfoChess: A Game of Adversarial Inference and a Laboratory for Quantifiable Information Control


title: M3R: Localized Rainfall Nowcasting with Meteorology-Informed MultiModal Attention


title: Prompt-Driven Code Summarization: A Systematic Literature Review


MoSE

repo: YukinoAsuna/FineSteer

title: FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models


ProtoTTA

repo: DeepRCL/ProtoTTA

title: ICLR 2026 Test-Time Updates (TTU) Workshop PROTOTTA: PROTOTYPE-GUIDED TEST-TIME ADAPTATION


repo: CLMBRs/xlbs

title: Brain Score Tracks Shared Properties of Languages: Evidence from Many Natural Languages and Structured Sequences


repo: UFSCar-LaSID/weighted-sims-recommender

title: Collaborative Filtering Through Weighted Similarities of User and Item Embeddings


Learning Behaviorally Grounded Item Embeddings via Personalized Temporal Contexts


title: "Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations


InverseNormalize

repo: yunbeizhang/BETA

title: Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models


Faster LLM Inference via Sequential Monte Carlo


repo: iDC-NEU/EvoRAG

title: EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation


DistanceHead

repo: rookitkitlee/FC-GSSL

title: Frequency-Corrupt Based Graph Self-Supervised Learning


title: The Metacognitive Monitoring Battery: A Cross-Domain Benchmark for LLM Self-Monitoring


repo: asillycat/NAG

title: Target-Oriented Pretraining Data Selection via Neuron-Activated Graph


repo: open-compass/GTA

title: GTA-2: Benchmarking General Tool Agents from Atomic Tool-Use to Open-Ended Workflows


LearnableTemporalAllocation

repo: JiuZeongit/NeuroLip

title: NeuroLip: An Event-driven Spatiotemporal Learning Framework for Cross-Scene Lip-Motion-based Visual Speaker Recognition


title: Collective Kernel EFT for Pre-activation ResNets: Exact Block Law and Finite Validity Window of G-only Closure


title: DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference


TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models


title: Skill-RAG: Failure-State-Aware Retrieval Augmentation via Hidden-State Probing and Skill Routing


title: MEMEVOBENCH: BENCHMARKING SAFETY RISKS FROM MEMORY MISEVOLUTION IN LLM AGENTS


Federated Learning with Quantum Enhanced LSTM for Applications in High Energy Physics


PIIBench: A Unified Multi-Source Benchmark Corpus for Personally Identifiable Information Detection


repo: retarfi/JFinTEB

title: JFinTEB: Japanese Financial Text Embedding Benchmark


repo: andreea-bodea/GuardRAG

title: A Case Study on the Impact of Anonymization Along the RAG Pipeline


repo: csdlpsu/qpots

title: Multi-Objective Bayesian Optimization via Adaptive ε-Constraints Decomposition


repo: happywinder/SCHK-HTC

title: SCHK-HTC: SIBLING CONTRASTIVE LEARNING WITH HIERARCHICAL KNOWLEDGE-AWARE PROMPT TUNING FOR HIERARCHY TEXT CLASSIFICATION


SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems


repo: AMAP-ML/DCW

title: Elucidating the SNR-t Bias of Diffusion Probabilistic Models


repo: daviddebot/PGCM

title: Prototype-Grounded Concept Models for Verifiable Concept Alignment


GMMPredictionHead

repo: Weijiang-Xiong/OpenSkyTraffic

title: Unveiling Stochasticity: Universal Multi-modal Probabilistic Modeling for Traffic Forecasting


title: Stylistic-STORM (ST-STORM) : Perceiving the Semantic Nature of Appearance


repo: jhzsquared/AIvsHumanCoding

title: Can LLMs Understand the Impact of Trauma? Costs and Benefits of LLMs Coding the Interviews of Firearm Violence Survivors


title: Detecting and Suppressing Reward Hacking with Gradient Fingerprints


repo: xuyige/CrossMath

title: Do Vision-Language Models Truly Perform Vision Reasoning? A Rigorous Study of the Modality Gap


getAllTitles

repo: lorenzbrehme/RAG-DIVE

title: RAG-DIVE: A Dynamic Approach for Multi-Turn Dialogue Evaluation in Retrieval-Augmented Generation


MethodConfig

repo: VladimerKhasia/basis

title: BASIS: Balanced Activation Sketching with Invariant Scalars for "Ghost Backpropagation"


UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration


repo: leaves-slient/RT-Bench

title: Benchmarking Real-Time Question Answering via Executable Code Workflows


repo: RUCAIBox/RecBole

title: LLMAR: A Tuning-Free Recommendation Framework for Sparse and Text-Rich Industrial Domains


Measuring the Gap Between Media Coverage and Public Information Demand: Evidence from the 2026 Lebanon Conflict


Measuring Representation Robustness in Large Language Models for Geometry


repo: maxxxzdn/mosaic

title: (Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models


Aletheia: Physics-Conditioned Localized Artifact Attention (PhyLAA-X) for End-to-End Generalizable and Robust Deepfake Video Detection


title: NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions


healingBreakdown

repo: codeadeel/sqlqueryengine

title: SQL QUERY ENGINE: A SELF-HEALING LLM PIPELINE FOR NATURAL LANGUAGE TO POSTGRESQL TRANSLATION TECHNICAL REPORT


In Search of Lost DNA Sequence Pretraining


title: On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability


title: NCO4CVRP: Neural Combinatorial Optimization for the Capacitated Vehicle Routing Problem


A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era


repo: dair-iitd/pronci

train

repo: jacklanda/SemanticQA

title: Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models


repo: thinkst/zippy

title: Spotlights and Blindspots: Evaluating Machine-Generated Text Detection


repo: StigLidu/AdaExplore

title: AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation


SpectraEncoderGrowing

repo: harrylaucngd/MIST-MolForge

title: FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time


repo: aaniksahaa/CBRS

title: CBRS: Cognitive Blood Request System with Bilingual Dataset and Dual-Layer Filtering for Multi-Platform Social Streams


UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels


No-Worse Context-Aware Decoding: Preventing Neutral Regression in Context-Conditioned Generation


Surgical Repair of Insecure Code Generation in LLMs From Mechanistic Diagnosis to Deployment-Ready Intervention


repo: Smlcrm/Chronax

title: Chronax: A Jax Library for Univariate Statistical Forecasting and Conformal Inference


CT Open: An Open-Access, Uncontaminated, Live Platform for the Open Challenge of Clinical Trial Outcome Prediction


repo: fpxlei/LLM-Covariates-Causal

title: LLM-Extracted Covariates for Clinical Causal Inference: Rethinking Integration Strategies


repo: dixiyao/FoT

title: Federation over Text: Insight Sharing for Multi-Agent Reasoning


repo: cszhangLMU/RDDG

title: Self-Reinforcing Controllable Synthesis of Rare Relational Data via Bayesian Calibration


afunc

repo: pengyunshan/RF-Inventory

title: R&F-Inventory: A Large-Scale Dataset for Monotonic Inventory Estimation in Reach and Frequency Advertising


Applications of Deep Generative Models to DNA Reaction Kinetics and to Cryogenic Electron Microscopy by


repo: Vision-CAIR/Freshness-Aware-PER

title: Freshness-Aware Prioritized Experience Replay for LLM/VLM Reinforcement Learning


repo: NA-HMC/NA-HMC

title: Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning


SumReward

repo: CAS-SIAT-XinHai/MeasHalu

title: MeasHalu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning


title: E2E-WAVE: End-to-End Learned Waveform Generation for Underwater Video Multicasting


title: Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text


AdaptiveContrastiveDecodingModel

repo: OutdoorManofML/AdaCD

title: Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding


title: From Legal Text to Executable Decision Models: Evaluating Structured Representations for Legal Decision Model Generation


Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding


DelayTechnologyEstimator

repo: mit-dci/bitcoin-fee-estimation

title: A Model and Estimation of the Bitcoin Transaction Fee


title: SYNTHFIX: Adaptive Neuro-Symbolic Code Vulnerability Repair


repo: WangHanLinHenry/EVU

title: Seeing Isn't Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents


title: E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition


Capacity-Controlled Global Attention for Graph Transformers


Just Repair: A Minimal Denoising Network for Time Series Anomaly Detection


repo: sustech-nlp/ReGLU

title: Representation-Guided Parameter-Efficient LLM Unlearning


Machine Learning Hamiltonian Dynamical Systems with Sparse and Noisy Data


Unveiling Deepfakes: A Frequency-Aware Triple Branch Network for Deepfake Detection


repo: harsh-aranga/onto

title: ONTO: A Token-Efficient Columnar Notation for LLM Input Optimization