title: How Many Trees in a Random Forest? A Revisited Approach With Plateau Search and Optuna Integration


Learned Non-Maximum Suppression for 3D Object Detection


CauTion: Knowing When to Trust LLMs for Ensemble Causal Discovery


source_kind: harvested

status: ran

metamorphic_tier: deterministic

status: unverified

title: Exploiting Verification-Generation Gap: Test-Time Reinforcement Learning with Confidence-Conditioned Verification


repo: mahmoodlab/clam

title: Spatial Transcriptomics-Guided Alignment Enhances Molecular Profiling in Pathology Foundation Model


contract_check: MISDECLARED

repo: RL-MIND/Shape-of-Addition

upstream_license: MIT

title: The Shape of Addition: Geometric Structures of Arithmetic in Large Language Models

venue: ICML


Safety Measurements for Fine-tuned LLMs Should be Grounded in Capability


CompressionResult

repo: jayluxferro/entropy-gate

contract_check: HONOURS

title: Entropy Gate: Entropy Quenching for Near-Lossless Token Compression in LLM Pipelines


Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting


title: Limit Analysis of Graph Neural Networks with Wireless Conflict Graphs


SwiGLUApproximation

repo: ETH-DISCO/TreeFlash

contract_check: RAISES

sample

metamorphic_tier: invariant

title: TreeFlash: Parallel AR-Approximation for Faster Speculative Decoding


repo: SundayVHan/TAGSAM

title: Text-attributed Graph Condensation via Text Selection and Attribute Matching


repo: wazaahhh/breakthroughs-forecasting

upstream_license: NOASSERTION

title: Explainable Forecasting of Scientific Breakthroughs from Concept Network Dynamics


repo: wazaahhh/breakthroughs-diffusion

title: Forecasting Conceptual Diffusion in Science: The Case of Quantum Computing


repo: qlabs-eng/slowrun

title: q0: Primitives for Hyper-Epoch Pretraining


blockify

repo: UT-SysML/seaotter

title: SEAOTTER: Sensor Embedded Autoencoding with One-Time Transcode for Efficient Reconstruction


repo: ufal/SimulStreaming

title: A Pocket Offline Model for Simultaneous Speech Translation as CUNI Submission to IWSLT 2026


SafetyFilterConfig

repo: HanjiangHu/VLESA

title: VLESA: Vision-Language Embodied Safety Agent for Human Activity Monitoring


title: AlignAtt4LLM: Fast AlignAtt for Decoder-Only LLMs at IWSLT 2026 Simultaneous Speech Translation Task


between

repo: Qwen-Applications/Skill-RM

title: Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill


repo: lauyikfung/SDPG

title: Self-Distilled Policy Gradient


repo: shoraaa/DyNACO

title: Beyond Static Priors: Dynamic Neural Guidance for Large-Scale Ant Colony Optimization


title: A Goal-Set Characterization of Task Composition in the Boolean Task Algebra


title: The Invisible Lottery: How Subtle Cues Steer Algorithm Choice in LLM Code Generation


title: Intra-Modal Neighbors Never Lie: Rectifying Inter-Modal Noisy Correspondence via Graph-Based Intra-Modal Reasoning


RetrievalTool

repo: ShiqiaoZhou/SARAF

title: Stationarity-Aware Retrieval-Augmented Time Series Forecasting


title: KODA: Contrastive Representation Comparison and Alignment for Vision-Language Foundation Models


repo: sadjadeb/DetectZoo

title: DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities


repo: vampsbenchmark/VAMPS

title: VAMPS: Visual-Assisted Mathematical Problem Solving Benchmark


ColorJitter

repo: hfutqian/MaskAQ

title: Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers


From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models


repo: FabienRoger/ai-modification-refusals

title: This paper contains model-generated content that might be offensive


title: On Out-of-sample Embedding in UMAP


title: ChessMimic: Per-Rating Transformer Models for Human Move, Clock, and Outcome Prediction in Online Blitz Chess


Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots


repo: NVlabs/SparDA

title: SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference


GeoMin: Data-Efficient Semi-Supervised RLVR via Geometric Distribution Modeling


repo: facebookresearch/faiss

title: ANN Search: Recall What Matters


repo: damianlebiedz/pair-trading-with-rl

title: Dynamic Multi-Pair Trading Strategy in Cryptocurrency Markets with Deep Reinforcement Learning ⋆


repo: iamalegambetti/medical-vlms-assessment

title: Beyond Symmetric Alignment: Spectral Diagnostics of Modality Imbalance in Vision-Language Models in the Medical Domain


repo: softmatsg/thulge-rampart-rel

title: RAMPART: Registry-based Agentic Memory with Priority-Aware Runtime Transformation


LifeSide: Benchmarking Agents as Lifelong Digital Companions


repo: Sshanu/CRAFT

title: CRAFT: Cost-aware Refinement And Front-aware Tuning of Prompts


repo: BITHLP/LivingScreen

title: Benchmarking Living-Screen-Native GUI Agents on Short-Video Platforms


repo: RomainLITUD/COPQ

title: COP-Q: Safety-First Reinforcement Learning for Robot Control via Cholesky-Ordered Projection


repo: franz-chang/SRP

title: Measuring Model Robustness via Fisher Information: Spectral Bounds, Theoretical Guarantees, and Practical Algorithms


repo: maxbrzr/hyper-har

title: Uncertainty-Aware (Un)Supervised Few-Shot User Adaptation for On-Device Personalized Human Activity Recognition


repo: tientrandinh/OGKD

title: Geometry-Aware Distillation for Prompt Tuning Biomedical Vision-Language Models


repo: THUAIS-Lab/CHERRL

title: Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning


Sequential Data Poisoning in LLM Post-Training *


ALDDictionary

repo: C-Naoki/AdaKoop

title: <scp>AdaKoop:</scp> Efficient Modeling of Nonlinear Dynamics from Nonstationary Data Streams with Koopman Operator Regression


SemanticBoundaryHead

repo: TH-AI-Lab-PKU/SemBlock

title: SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs


repo: anna-richter/be-fair

title: Be Fair! Can Machine Learning Engineering Agents Adhere to Fairness Constraints?


repo: TH-AI-Lab-PKU/SAID

title: SAID: Accelerating Diffusion-Based Language Models via Scaffold-Aware Iterative Decoding


title: AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization


repo: CognacS/flagg-graphgen

title: FLAGG: Flexible Autoregressive Graph Generation


DropPath

repo: daenuprobst/gst-conference

title: Graph Set Transformer


DeepMDMDModel

repo: kelangray/DeepMDMD

title: Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning


repo: binance/binance-public-data

title: Generating Financial Time Series by Matching Random Convolutional Features


title: Generic Triple-Latent Compression with Gated Associative Retrieval


Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems


repo: pskeough/The-Granularity-Gap

title: The Granularity Gap: A Multi-Dimensional Cross-Generational Audit of Sycophancy in Gemini Models


SHRED

repo: ERMETE-Lab/NuSHRED

lid

repo: ERMETE-Lab/MP-OFELIA

title: Multi-Fidelity Learning with Shallow Recurrent Decoders for Multi-Physics Applications


BaseController

repo: FastLM/OLIVE

title: OLIVE: Online Low-Rank Incremental Learning for Efficient Adaptive Exoskeletons


repo: hongfangao/HyFAD

title: HyFAD: Hybrid Time-Frequency Diffusion with Frequency-Aware Embedding for Time Series Imputation


contract_check: VIOLATES

title: PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention


title: Generalized TV–ℓp Structured Priors for Bayesian T1 Mapping


repo: YuanheZ/LeanMarathon

title: LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformalization


When Evidence is Sparse: Weakly Supervised Early Failure Alerting in Dialogs and LLM-Agent Trajectories


repo: LSU-ATHENA/HPM-Predict

title: Can We Predict The Human Preference For Text-to-Image Content Prior To Generation And Is It Even Useful To Do So?


repo: EPFL-IMOS/picid

title: Towards Unified and Data-Efficient Prognostics and Health Management with Tabular Foundation Models


title: AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents


title: SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks


repo: CHATS-lab/coding-agent-safety-monitor

title: Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage?


title: Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning


title: MOLE-RAG: Molecular-structure Enhanced Retrieval-Augmented Generation for Chemistry


Revisiting Prototype Rehearsal for Exemplar-Free Continual Learning: Manifold-Aware Boundary Sampling with Adaptive Class-Balanced Loss


CTLPETimeEncoding

repo: TerraLatent/t-sar-jepa

title: T-SAR-JEPA: Self-Supervised Temporal Anomaly Detection in SAR Amplitude Stacks via Latent Prediction


repo: kcbir/zcsc

title: Zero-Copy Semantic Contagion: An In-Memory Streaming Architecture for Evolving Attention Graphs *


title: An Improved CNN-LSTM Based Intrusion Detection System for IoT Networks


repo: langfengQ/verl-agent

title: CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement


CausalHistoryEncoder

repo: Amirhossein-Zare/causal-long-pfn

title: Causal Longitudinal Prior-Fitted Networks for Counterfactual Outcome Prediction


title: CaliDist: Calibrating Large Language Models via Behavioral Robustness to Distraction


Mechanistic Insights into Functional Sparsity in Multimodal LLMs via CoRe Heads


repo: unslothai/unsloth

repo: NKU-LITI/TARPO-master

title: TARPO: Token-Wise Latent-Explicit Reasoning via Action-Routing Policy Optimization


title: Analysis of the Neglect-Zero Effect in Large Language Models


CrossAttention

repo: EDF-Lab/ts-icl

detrend

repo: PriorLabs/tabpfn-time-series

title: TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning


title: Geometry-Aware Dataset Condensation for Diffusion Model Training


repo: NEUIR/MemoryCard

title: MEMORYCARD: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering


Distance

repo: CquptZA/LSDMLO-PR-

title: Addressing Imbalance in Multi-Label Data via Label-Specific Distance-based Oversampling


Fast and Robust Convergence Rate for TD(0) with Linear Function Approximation, Universal Learning Steps and I.I.D. Samples


repo: otanl/dreamlite-stream

title: Inverting the Streaming-Diffusion Bottleneck: Video-Rate MLLM-Conditioned Edit Diffusion on a Consumer GPU


title: Diffusion Models for Adaptive Sequential Data Generation


title: OPRD: On-Policy Representation Distillation


repo: Ahghaffari/redditpersona

title: RedditPersona: A Modular Framework for Community-Conditioned LLM Adaptation from Reddit


repo: Ji-shuo/MRAgent

title: Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents


English-to-Prakrit Machine Translation via Multilingual Transfer Learning


repo: NVIDIA-NeMo/NeMo

title: Automatic Labelling of Speech Translation Errors


ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCE


title: IR3DE: A Linear Router for Large Language Models


repo: ChenHu-ML/CorSW

title: A Sliced-Wasserstein Framework on Correlation Manifolds for EEG Decoding


repo: MAHI-Group/pVR

title: p-adic Bi-Filtrations for Topological Machine Learning on Genomic Sequences


repo: NanxiiChen/PI-CViT

title: On the training of physics-informed neural operators for solving parametric partial differential equations


repo: ispamm/GRAMformer

title: GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention


FOXGLOVE: Understanding Goal-Oriented and Anchored Writing Feedback from Experts and LLMs on Argumentative Essays


repo: N-essuno/PropMe

title: LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs


Discrete Causal Representations from Heterogeneous Domains: A Bayesian Approach with Social Survey Applications


repo: aiha-lab/TANGRAM

title: Tangram: Unlocking Non-Uniform KV Cache Compression for Efficient Multi-turn LLM Serving


repo: Thibaud-Ardoin/LLM-Self-Recognition

title: LLM Self-Recognition: Steering and Retrieving Activation Signatures


repo: arshandalili/sasa

title: Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability


title: Emergent Language as an Approach to Conscious AI


repo: hanxuhu/rl-new-language

title: Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation


Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill


BagFeatureEmbedder

repo: injurise/ICMIL

title: In-Context Multiple Instance Learning


repo: Empath-aln/PC-layer

title: PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training


repo: InternScience/MLEvolve

title: MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery


repo: VILA-Lab/OpAI-Bench

title: Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection


DiBSSATSolver

repo: shanxierdan/DiBS

title: DiBS: Diffusion-Informed Branch Selection


title: Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory


Job

repo: text-machine-lab/crowdmath

title: CROWDMATH: A Dataset of Crowdsourced Mathematical Research Discussions


MultiScaleFeatureAttentionNetwork

repo: roshni-mahtani/MSFAN

title: Multi-Scale Feature Attention Network for Polymer Classification Using Terahertz Spectroscopy


MacArena: Benchmarking Computer Use Agents on an Online macOS Environment


repo: nasa/smcpy

title: Are you sure? A Comprehensive and Comprehensible Survey of Uncertainty Quantification in Symbolic Regression


title: MalTree: Tracing Malware Evolution from Embeddings at Scale


checkpoint

repo: NeuralCarver/Michelangelo

title: Principles and Practice of Deep Representation Learning or A Mathematical Theory of Memory


title: Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning


HKJudge: A Legal Discourse-Annotated Corpus for Interpreting What Courts Find, How They Reason, and What They Rule


PositionalEmbedding

repo: zepengzhang/GiFlow

title: Spatiotemporal Imputation with Graph-Informed Flow Matching


LineSearch

repo: curtfox/flatland

title: Flatland: The Adventures of Gradient Descent with Large Step Sizes


Multilingual Multi-Speaker Unit Vocoders: A Systematic Analysis of Discrete Speech Representations


title: TorchKM: A GPU-Oriented Library for Kernel Learning and Model Selection


title: Diagnosing Evidence Utilization in Long-Context and Retrieval-Augmented Language Models under Matched Evidence Conditions


repo: KasraBorazjani/vehicular-fedfm

title: Federated Foundation Models over Vehicular Networks


title: VideoSEG-O3: A Multi-turn Reinforcement Learning Framework for Reasoning Video Object Segmentation


title: Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces


AttentionMIL

repo: hvcl/LRMIL

title: LRMIL: Efficient Low-Resolution Multiple Instance Learning via High-Resolution Knowledge Distillation for Whole Slide Image Classification


title: Data-Constrained Language Model Pretraining: Improved Regularization and Scaling Laws


title: OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios


repo: amazon-far/fpo-control

title: GenPO++: Generative Policy Optimization with Jacobian-free Likelihood Ratios


title: RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning


repo: JvHulst/VAE-Topology

title: Constructing VAE Latent Spaces with Prescribed Topology


U n d e r -r e v i e w Bias in Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices


title: LARA: Latent Action Representation Alignment for Vision-Language-Action Models


repo: yu-lin-li/DyCon

title: DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling


Explaining Unsupervised Disease Staging in Huntington's Disease: Insights into Model Representations and Clusters


MaterialPINN

repo: Dyniel/pinn-gym

title: Decision-Aware Evaluation of Physics-Informed Surrogates


Towards Tight Bounds for Streaming Attention


DEFINEDClassifier

repo: tzwo/DEFINED

title: DEFINED: A Data-Efficient Computational Framework for Fine-Grained Creativity Assessment in Debate Scenarios


repo: WalkerWorldPeace/MLLMerging

title: Closed-Form Spectral Regularization for Multi-Task Model Merging


repo: Atmyre/sv-detect

title: SV-Detect: AI-generated Text Detection with Steering Vectors


repo: LAMDA-Tabular/TabSwift

title: TABSWIFT: An Efficient Tabular Foundation Model with Row-Wise Attention


repo: upb-cn/vllm-startup-profiler

title: Breaking the Ice: Analyzing Cold Start Latency in vLLM


repo: wgcyeo/UniversalRAG

repo: Mirix-AI/MIRIX

repo: WujiangXu/A-mem

Memoryos

repo: BAI-LAB/MemoryOS

title: M 3 Exam: Benchmarking Multimodal Memory for Realistic User-Agent Interactions


A Comprehensive Anatomy of Human and DeepSeek-R1 LLM Mathematical Reasoning


repo: wngTn/DisPOSE

title: DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation


title: Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs


repo: CentreChen/EmbFilter

title: Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings


title: Agentopia: Long-Term Life Simulation and Learning in Agent Societies


title: GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation


repo: fz-zsl/CAPruner

title: CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models


repo: NovelSystems/CANDOR

title: Durable Evaluation Framework: Adversarial Arbitration for Sycophancy Reduction in Large Language Models


title: Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis Paweł Pozorski student record book number 327304


MedicalRec: Medical recommender system for image classification without retraining


repo: tile-ai/tilelang

repo: yixuan/mHC-proj

title: Accelerating Birkhoff Projection for Manifold-Constrained Hyper-Connections


MIRAGE: Metadata-Integrated Repository Analysis and Guided Enhancement for MSR Datasets


title: Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects


repo: BorjaArroyo/synthetic-images-tradeoff

title: No Free Lunch for Synthetic Images under Data Scarcity Conditions


title: FunctionEvolve: Structure-Guided Symbolic Regression with LLMs


repo: Zhaolutuan/SAW

title: SAW: Stage-Aware Dynamic Weighting for Multi-Objective Reinforcement Learning in Large Language Models


repo: zifanlyu/llm-bandits-sysrs

title: Cutting LLM Evaluation Costs with SySRs : A Bandit Algorithm that Provably Exploits Model Similarity


title: Characterizing the Discrete Geometry of ReLU Networks


Single-Cell Concept Bottleneck Generative Models for Interpretable and Controllable Cellular Editing


title: A Framework for Evaluating and Benchmarking Concept Drift Detection Methods


Byzantine Cheap Talk: Adversarial Resilience and Topology Effects in LLM Coordination Games


Large-scale empirical tuning and comparison of default optimizers for variational inference


RACT: Retrieval Augmented Column-Table Learning and Prediction for Multi-Table Schema Matching


repo: izzortsi/trapdoor-loom

title: Teacher-Free Self-Training Amplifies but Does Not Compound: A Pass@K Crossover on a Free-Verifier Domain


repo: ustunb/actionable-recourse

title: Partially Performative Prediction


repo: larchlab/Illusions-of-the-Gold-Standard

title: Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation


repo: tmlr-group/CoDaPO

title: The Easy, the Hard, and the Learnable: Confidence and Difficulty-Adaptive Policy Optimization for LLM Reasoning


repo: imanif/animal-stories

title: Neutrality Bites: Gender Representation in AI-Generated Animal Stories


repo: haomingwen/patcher

title: Defending Against Malicious Finetuning by Scaling Train-time Adversarial Attacks


FCNet

repo: d-michail/osmgraphclip

title: OSMGraphCLIP: Learning Global Location Representations from OpenStreetMap Graphs


title: Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?


Assessing the Energy and Carbon Emissions of Neural Speaker Verification Model in Training and Inference


title: Biological Reasoning-Informed Regression for Interpretable Regulatory DNA Activity Prediction


AttentionCap: Transformer Based Capacitance Matrix Learning Toward Full-Chip Extraction


title: Explaining Data Mixing Scaling Laws


Latent Structural Categorical Matrix Completion with Application to Quasispecies Analysis


repo: yt-dlp/yt-dlp

upstream_license: Unlicense

title: GlobeAudio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models


title: Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures


repo: alem-world/alem-env

title: Benchmarking Open-Ended Multi-Agent Coordination in Language Agents


repo: genesistherapeutics/decaf

title: Few-step Cofolding with All-Atom Flow Maps


Block

repo: mojixu/TrustMargin

title: TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models


AsyncLane: Decoupling Refinement from Advancement in Diffusion Language Model Decoding


repo: robotwin-Platform/RoboTwin

title: PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation


repo: Lightning-AI/pytorch-lightning

title: Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement


AlgorithmResult

repo: yahiko-l/joint-selective-crc

title: A Joint Finite-Sample Certificate for Adaptive Selective Conformal Risk Control


EinSort: Sorting is All We Need for Tensorizing LLM


repo: shengze-xu/OrderDP

title: OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework


Model

repo: Meteor-Stars/SFF

title: Lost in the Non-convex Loss Landscape: How to Fine-tune the Large Time Series Model?

venue: ICLR


repo: llaraspata/HallucinationDetection

title: Analyzing the Correlation Between Hallucinations and Knowledge Conflicts in Large Language Models


title: SNR-ST-Mix: Sample-specific Neighborhood Regression Mixup for Augmented Spatial Transcriptomics Imputation with Deep Neural Network


UnderstandingRecord

repo: CSCPadova/lilybench

title: Can LLMs understand LilyPond? A benchmark for symbolic music generation and understanding


Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery


repo: hanruihua/ir-sim

title: IR-SIM: A Lightweight Skill-Native Simulator for Navigation, Learning, and Benchmarking


Co-Evolving Skill Generation and Policy Optimization


OptimizationBatchModel

repo: corail-research/DFL-LD

title: Scaling Decision-Focused Learning to Large Problems with Lagrangian Decomposition


repo: psmiz/Q-Delta

title: Q-Delta: Beyond Key-Value Associative State Evolution


GHA

repo: psmiz/STAR

title: STAR: Rethinking MoE Routing as Structure-Aware Subspace Learning


repo: tinattw/ITCR

title: Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models


title: BLM-SGAN: Bidirectional Language Modeling for Semantic-Spatial Text-to-Image Generation


PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf


InterChannelCorrelation

repo: JPSoteloSilva/CHROMA

title: CHROMA: Detecting AI-Generated Images through Inter-Channel Color-Space Correlations ⋆


title: Fourier Neural Operators with Rank-1 Lattice Points and Hyperbolic Cross


Are Reasoning Vision-Language Models Robust to Semantic Visual Distractions?


title: Few-shot Class-variable Incremental Audio Classification via Prototype Adaptation and Pseudo Class-variable Training


repo: Explorermomo/OrderPlace

title: Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution


title: Generalized Rank-based Evaluation for Knowledge Graph Completion: Perspectives, Framework, and Analyses


repo: som-shahlab/CARE

title: CARE: A Conformal Safety Layer for Medical Summarization


title: TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs


repo: FFishy-git/INFUSER

title: INFUSER: Influence-Guided Self-Evolution Improves Reasoning


Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating


repo: OPPO-Mente-Lab/GNDPO

title: Stabilizing On-Policy Distillation for MLLM Reasoning with Global Normalization


repo: OpenRLHF/OpenRLHF

title: A Regret Minimization Framework on Preference Learning in Large Language Models


From USD Scenes to Knowledge Graphs: Zero-Shot Ontology Grounding with LLMs


repo: oceanflowlab/TaRO

title: Temporal-Aware Reasoning Optimization for Video Temporal Grounding


repo: unisg-ics-dsnlp/truthsplit

title: TruthSplit: Operationalizing Conditional Validity in Arguments Through Multi-Perspective Reasoning


title: BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation


title: Internalizing Geometric Law: Learning from Solver Residuals for Precision-Critical Generation


HiddenStateTrajectory

repo: Vishal-sys-code/latent-trajectories

title: Trajectory Geometry of Transformer Representations Across Layers


LEXRUBRIC: A Rubric-Guided Diagnostic Benchmark for Open-Ended Legal Tasks


repo: socialfoundations/correct-looks-better

title: Correct Looks Better: Pairwise Comparisons Reveal Accuracy Rankings


repo: ivanniu/On-Policy-Distill

title: Breaking the Tokenizer Barrier: On-Policy Distillation across Model Families


OpenBibleTTS: Large-Scale Speech Resources and TTS Models for Low-Resource Languages


repo: berkerdemirel/faithful-cond-gen

title: Assessing Sample Quality in Conditional Generation under Compositional Shift


repo: skydancerosel/coactivation-closure

title: Closure-Validated Circuit Discovery in Attention Heads: Co-activation Proposes, Ablation Disposes


APIClient

repo: foggpoy/Civil-Court

title: Civil Court Simulation with Large Language Models


title: Gradient-Guided Reward Optimization for Inference-time Alignment


Correlation Is Not Enough: Embedding Human Metadata for Individual Causal Discovery Cross-domain failure in biomedical embeddings, ontology-graph fine-tuning, and AMXnative inference on Intel Xeon


Multi-Turn Evaluation of Deep Research Agents Under Process-Level Feedback


repo: BrightbeamAI/chap

title: Collaborative Human-Agent Protocol (CHAP) An open protocol for auditable, structured multi-human and multi-agent collaboration


repo: jm-contreras/psycho-llm

title: An LLM-Native Psychometric Instrument Reveals a Self-Report-Behavior Gap Across 25 Models


LLM-Based Code Documentation Generation and Multi-Judge Evaluation


repo: SlokomManel/LLM-as-a-Discriminator

title: LLM-as-a-Discriminator: When Synthetic Tables Still Look Real


CapabilityAwareDQNAgent

repo: AIPO-Lab/QSplitFL

title: QSplitFL: Capability Aware Deep Q-Learning for Optimal Split Point Selection in Split Federated Learning Nazmus Shakib Shadin 1[0000-0002-0999-924X] , Xinyue Zhang 1[0000-0002-4243-083X] , Jingyi Wang 2[0000-0002-4988-5626] , and Miao Pan 3[0000-0003-2138-4413]


repo: thedatumorg/TSB-AD

title: Disjoint or Overlapping? Inference Windowing for Reconstruction-Based Time Series Anomaly Detection


repo: qcri/GLU

title: Integrating Local and Global Entropy for Uncertainty Quantification in LLMs


WHU-Infra3D: A Full-stack Multi-modal Dataset and Benchmark for 3D Roadside Infrastructure Inventory


title: SHAPE: Coalition-Aware Expert Pruning for Sparse Mixture-of-Experts LLMs


title: LMT: A Bayesian Framework for Causal Discovery from Textual Alarm Records in Manufacturing Systems


SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting


repo: sheneman/dmci

title: Compile Once, Differentiate Everywhere: A Differentiable Meta-Circular Interpreter


repo: FuadAhmad/nCMD

title: nCMD: Benign-Anchored Feature Selection for Imbalanced Network Intrusion Detection


sql

repo: vilhess/normalizer

title: ICLR 2026 Workshop on Time Series in the Age of Large Models (TSALM) DOES NORMALIZATION CHOICE MATTER FOR CAUSAL LARGE TIME-SERIES MODELS?


title: 3SPO: State-Score-Supervised Policy Optimization for LLM Agents


title: Temporal Sheaf Neural Networks with Dynamic Orthogonal Transport


What makes a harness a harness: necessary and sufficient conditions for an agent harness


Nonlinear Bayesian Estimator for Parameter Learning: A Fixed-Point Characterization


repo: BML-Technion/AmbSC

title: Ambiguous Strategic Classification


repo: nbharaths/tau-rec

title: 𝜏-Rec: A Verifiable Benchmark for Agentic Recommender Systems


repo: p-shekhar/pacing-decisions-advertising

title: Decision-Calibrated Conformal Uncertainty for Pacing Decisions in Streaming Advertising


A Continuous-Time Markov Chain Framework for Insertion Language Models


Actor

repo: montrealrobotics/shapo

title: SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration


Encoder

repo: HanChen-HUST/CSGCL

Encoder

repo: Namkyeong/AFGRL

Model

repo: CRIPAC-DIG/GRACE

Model

repo: sunisfighting/SIGNA

Online

repo: hedongxiao-tju/SGRL

repo: nerdslab/bgrl

repo: CRIPAC-DIG/GCA

title: Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing


AdaCADDecoding

repo: keith-Jiang/conflict-aware-decoding

title: From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs


Bottleneck

repo: dahyedahye/dear

title: Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection


SkillDistiller

repo: fishsure/TabClaw

title: TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning


repo: carsepmo/grpo-nco

title: Baseline-Free Policy Optimization for Neural Combinatorial Optimization


repo: vinid/einstein-arena

title: Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries


classify

repo: naver-ai/KCSAT-ML

title: KCSAT-ML: Probing Reasoning Models with Nationwide-Cohort Human Difficulty


A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection


repo: mubingshen/MLC-SLM-Baseline

title: Enhancing Multilingual LLM-based ASR with Mixture of Experts and Dynamic Downsampling


repo: ZeyuLIU-UST/FPQC-SAC-main

title: Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations


FourierLayer

repo: cruiseresearchgroup/UPLOTS

title: UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation


repo: Dao-AILab/fast-hadamard-transform

title: UniSVQ: 2-bit Unified Scalar-Vector Quantization


GUI-AC: Enhancing Continual Learning in GUI Agents


repo: lmarena/arena-hard-auto

repo: fanqiwan/FuseAI

title: Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output


title: Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models


repo: shaham-lab/SDBN

title: Small Data, Big Noise: Adversarial Training for Robust Parameter-Efficient Fine-Tuning


title: SSR-Merge: Subspace Signal Routing for Training-Free LoRA Merging in Diffusion Models


repo: Jiayi-Pan/TinyZero

title: How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs


ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?)


NNOPT

repo: PULSI-Opt/PL-KKT-hPINN

title: PL-KKT-hPINN: Enforcing Nonlinear Equality Constraints on Neural Networks via Piecewise-Linear Projection


title: Efficient AI-Inspired Reduction of Feynman Integrals via Tube Seeding


Transformer Based Model for Spatiotemporal Feature Learning in EEG Emotion Recognition


SOEncoderOutput

repo: dieKarotte/Spatial-Omni

title: Spatial-Omni: Spatial Audio Understanding Integration in Multimodal LLMs via FOA Encoding


IPWGossip

repo: DFedN/DFedNexus

title: Asynchronous Decentralized Federated Learning over Lossy Wireless Links via Reception-and Age-Aware Aggregation


repo: adendorffy/zipf-clus

title: Recovering the Zipfian Distribution in Unsupervised Term Discovery


repo: hitachi-ais/citras-fm

title: CITRAS-FM: Tiny Time Series Foundation Model for Covariate-Informed Zero-Shot Forecasting


ConfigLoader

repo: XuShuwenn/RedAct

title: REDACT: Redacting Agent Capability Traces for Procedural Skill Protection


repo: blasern/ect-representation

title: Encoding the Euler Characteristic Transform


MODIP: Efficient Model-Based Optimization for Diffusion Policies


Janus: A Benchmark for Goal-Conditioned Information Distortion in LLMs


title: Embodiment-conditioned Generalist Control for Multirotor Aerial Robots


RAT

repo: Security-FIT/RAT

title: RAT: Reference-Augmented Training for ASV Anti-Spoofing


repo: microsoft/thinformer

title: Express Language Modeling


BaseSeqModel

repo: AI-Santiago/GenAIR

title: Generative Archetype-Grounded Item Representations for Sequential Recommendation


BaseKernel

repo: petergroth/kermut

repo: luo-group/ConFit

KP

repo: getkeops/keops

title: Flexible Kernels for Protein Property Prediction


repo: JoachimSchaeffer/CIAware-Bench

title: CIAware-Bench: Benchmarking Control Intervention Awareness Across Frontier LLMs


repo: zhouzypaul/qgf

title: Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning


draw

repo: zachmocz/temporal-ids-bench

title: Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017


title: Mean Flow Distillation: Robust and Stable Distillation for Flow Matching Models


title: When to Align, When to Predict: A Phase Diagram for Multimodal Learning


Beyond Compaction: Structured Context Eviction for Long-Horizon Agents


Energy-Efficient On-Device RAG on a Mobile NPU: System Design and Benchmark on Snapdragon X Elite


Schützen: Evaluating LLM Safety in Bulgarian and German Contexts


CTSPrediction

repo: BarsatKhadka/SwiftCTS

title: SwiftCTS: Fast Cross-Design Prediction and Pareto Optimization of Clock Tree Metrics via Few-Shot Calibration


GLACIER: A Multimodal Student-Teacher Foundation Model for Molecular Property Prediction


repo: neurovium/SpatiallyMaskedRegression

title: Spatially Masked Regression Reveals Local and Distributed Predictability in Electrophysiological Recordings


Accurate and Resource-Efficient Federated Continual Learning


title: FlexiBrain: Resolution-Agnostic Voxel-Level Encoding for Native fMRI


CoordSampler

repo: pengqingshi/SirenFNO

title: SirenFNO: Efficient and Full Frequency Learning of Fourier Neural Operators


ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories


GRAPHINFER-BENCH: Benchmarking LLM's Inference Capability on Graphs


Information-Theoretic Decomposition for Multimodal Interaction Learning


BaseDataset

repo: SJTU-DMTai/DeMix

title: DeMix: Debugging Training Data with Mixed Data Error Types by Investigating Influence Vectors


DroneShield-AI: A Multi-Modal Sensor Fusion Framework for Real-Time Autonomous Drone Threat Detection, Behavioral Intent Classification, and Swarm Intelligence in Contested Airspace


repo: EpistemicaLab/goal-compiled-autopilot

title: Goal-Autopilot: A Verifiable Anti-Fabrication Firewall for Unattended Long-Horizon Agents


title: Substrate Asymmetry in User-Side Memory: A Diagnostic Framework


title: ICA Lens: Interpreting Language Models Without Training Another Dictionary


When Do Data-Driven Systems Exhibit the Capability to Infer?


repo: cyzus/worldreasoner

title: WORLDREASONER: Evaluating Whether Language Model Agents Forecast Events with Valid Reasoning


repo: TsinghuaISE/CodeSpear-CodeShield

title: Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code


title: From Uniform to Learned Graph Priors: Diffusion for Structure Discovery


repo: jinymusim/ART

title: Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training


RotaryEmbedding

repo: Artificial-Chrisi/RePAIR

title: REPAIR: Predictive Self-Supervised Representation Learning in Chess


title: SG2Loc: Sequential Visual Localization on 3D Scene Graphs


title: GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs


ClipIndex

repo: robizso/slt-datagen

title: Corpus Augmentation for Sign Language Translation via LLM-Guided Video Stitching


Categorical Prior Lock-in: Why In-Context Learning Fails for Structured Data


repo: MBamdad/HAMNO

title: HAMNO: A Hierarchical Adaptive Multi-scale Neural Operator with Physics-Informed Learning for Dynamical Systems


IntElicit: Eliciting and Assessing Contextualized Creativity via Dialogue Policy Optimization


FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents


A Riemannian Approach to Low-Rank Optimal Transport


repo: JoseLMedinaC/KD-Mixup

title: Beyond Dark Knowledge: Mixup-Based Distillation for Reliable Predictions


title: Can News Predict the Market? Limits of Zero-Shot Financial NLP and the Role of Explainable AI


repo: apple/ml-act

title: On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study


System Report for CCL25-Eval Task 5: New Dataset and LoRA-Fine-Tuned Qwen2.5


title: Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics


repo: leolin-hub/ZeroSplitVerifier

title: Robustness Verification of Recurrent Neural Networks with Abstraction Refinement


title: Net-Ev 2 : A Generative Simulator for Network Event Evolution


Evaluation of AutoML Frameworks for IDS under Imbalanced Data Conditions of NSL-KDD Dataset


title: Towards Provably Fair Machine Learning: Bayesian Approaches For Consistent and Transparent Predictions


title: ECA: Efficient Continual Alignment for Open-Ended Image-to-Text Generation


repo: sdean-group/linear-ar-kf

title: Two-Layer Linear Auto-Regressive Models Estimate Latent States


repo: stoneboat/dpsgd-auditbench

title: Let's Ask Gauss: Improved One-Run Privacy Auditing


repo: SakanaAI/LanguageEvolution

title: Agent-based models for the evolution of morphological alternation patterns


title: ProPlay: Procedural World Models for Self-Evolving LLM Agents


title: How Fine-Grained Should a RAG Benchmark Be? A Hierarchical Framework for Synthetic Question Generation


A Privacy-Preserving Framework Using Remote Data Science for Inter-Institutional Student Retention Prediction


repo: hehezhou/UOJ-Bench

title: Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming


title: LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning


repo: openai/multiagent-competition

title: PolicyGuard: Towards Test-time and Step-level Adversary (Backdoor) Defense for Reinforcement Learning Agent


title: Zero-source LLM Hallucination Detection with Human-like Criteria Probing


PRISM: Prosody-Integrated Multi-Agent Reasoning Framework for Empathetic Spoken Dialogue


repo: glasp-co/selection-dynamics

title: Trait, Not State: The Durability of Reading Identity in Social Highlighting


repo: Zehong-Wang/MDForge

title: MDForge: Agentic Molecular Dynamics Pipeline Design under Sparse Simulator Feedback


MultiModalContrastiveModel

repo: XPgogogo/scLLM-DSC

title: scLLM-DSC: LLM-Knowledge Enhanced Cross-Modal Deep Structural Clustering for Single-Cell RNA Sequencing


title: Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition


PositionalEncoding

repo: liubolab/CausalMoE

title: CausalMoE: A Billion-Scale Multimodal Foundation Model for Granger Causal Discovery with Pattern-Routed Heterogeneous Experts


A green solvent screening tool for emerging materials via uncertainty aware, transformer enhanced transfer learning


repo: artefactory/LEDGER

title: LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction


Authority, Truth, and Citation Bias: A Large-Scale Multi-Domain Benchmark for Studying Epistemic Susceptibility in Large Language Models


title: MP3: Multi-Period Pattern Pre-training for Spatio-Temporal Forecasting


attach

repo: networkx/networkx

title: EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge


Robust State-Conditional Feature-Weighted Jump Models for Temporal Clustering


InvestigatoreAgent

repo: SCAlabUnical/llm-as-an-investigator

title: LLM-as-an-Investigator: Evidence-First Reasoning for Robust Interactive Problem Diagnosis


repo: kargibora/SoftElo

title: From Uncertain Judgments to Calibrated Rankings: Conformal Elo Estimation for LLM Evaluation


ReSETRequest

repo: aiha-lab/ReSET

title: ReSET: Accurate Latency-Critical NVFP4 Reasoning via Step-Aware Temperature Scaling


Towards More General Control of Diffusion Models Using Jeffrey Guidance


title: ProtoX-AD: Self-Explainable Time Series Anomaly Detection and Characterization


title: Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers


repo: hiker-lw/MACCO

title: Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality


Simultaneous Latent Budget Trees for Stratified Classification


Hölder++: Improving the Quality-Coherence Trade-off in Multimodal VAEs


title: Leveraging Audio-LLMs to Filter Speech-to-Speech Training Data


acc

repo: nssprogrammer/cup-nn

title: Adjusted Cup-Product Neural Layer


Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting


repo: Wang-ML-Lab/OrchRM

title: Reward Modeling for Multi-Agent Orchestration


SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation


Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation


repo: THU-Team-Eureka/EurekAgent

title: EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery


title: Beyond LoRA: Is Sparsity-Induced Adaptation Better?


repo: jorgeMFS/omnis

title: The Program Is Still There: A Conservation Law for Program Discovery


title: A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets


swish

repo: chenyaofo/pytorch-cifar-models

RandomFeatureLinear

repo: Ludvins/FixedMeanGaussianProcesses

title: PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime


AttentionDataset

repo: NTAILab/AIPTBDose

title: Attention-Based Estimation of the Individual Treatment Benefit Probability under Dose Variation


repo: princeton-pli/muon-p

title: Muon p : Muon with Fractional Spectral Powers


repo: ndvbd/Gefen

title: Gefen: Optimized Stochastic Optimizer


repo: aminbigdeli/ADORE

title: ADORE: Iterative Query Expansion with Retrieval-Grounded Relevance Feedback


title: Can Post-Training Turn LLMs into Good Medical Coders? An Empirical Study of Generative ICD Coding


title: Can Machine Learning Forecast Rice Yields in Data-Constrained Settings? Satellite Climate Data, National Crop Statistics, and Lessons from Sierra Leone


XRDiff: Crystal Structure Prediction from Powder X-Ray Diffraction Data Using Diffusion Models


ContextualLagrangian

repo: MehrdadMoghimi/UCP

title: Utility-Constrained Policy Optimization


Clay-CNN Hybrids: Leveraging Geospatial Foundation Models as Auxiliary Context for Landslide Detection


ByteTokenizer

repo: cynthia/bytecanary

title: Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models


title: Zeta: Dual Whitening for Matrix Optimization via Coordinate-Adaptive Preconditioning


AttentionBlock

repo: Peng-Fei-Sun/CPES

title: Curvature-Informed Potential Energy Surface for Protein-Ligand Binding Affinity Prediction


AttnConfig

repo: Fifthky/ORCA

title: Learning the Context of Errors: Black-Box Online Adaptation of Time Series Foundation Models


title: HiST: A Hierarchical Sparse Transformer for Cross-Modal Spatial Transcriptomics Modeling


repo: LiamMa/GRIT

repo: orientino/gap

title: Beyond a Single Explanation of the Adam-SGD Gap


Gradient boosting for extremes: sampling theory and application to insurance


Achieving Precise Text-To-Cypher Via Grounded Knowledge Graph Data Generation


repo: OlgaOvcharenko/sempiper

title: SemPiper: Interactive Code Synthesis for Semantic Operators in Machine Learning Pipelines


Coping in Crisis: Computational Modeling of Coping Styles in Digital Crisis Discourse During the 2023 Türkiye Earthquake


repo: cncPomper/Audio-XAI

title: The Perceived Fragility of Explanations in Audio Models: Manipulation of Attribution with Unchanged Predictions


Model

repo: MNLR/Diffusion

title: Regional Climate Model Emulation with Diffusion Approaches: What is the Added Value of Generative Machine Learning?


title: Persuasion Index: A Theory-Guided Framework for Persuasion Analysis


bisection

repo: cerea-daml/domain-extension

title: Zero-shot generalization of transformer neural operators to larger domains


MixtureOfExpertsLayer

repo: PennShenLab/AdaCSM

title: Expert-Driven Survival Machines: Improving Stratification and Interpretability in Multiple Clinical Cohorts


title: Persona-Pruner: Sculpting Lightweight Models for Role-Playing


repo: alibaba-damo-academy/ClinHallu

title: ClinHallu: A Benchmark for Diagnosing Stage-wise Hallucinations in Medical MLLM Reasoning


repo: google-deepmind/alphafold

title: Learning Topological Representations for Molecular Dynamics


Bayesian Optimization for Learning Nonlinear MPC in Autonomous Agent Navigation


title: From Physics to Representation: Audio Learning with Synthetic Pre-training via Procedural Generation


Human genetic evidence is associated with drug approval across therapeutic areas: an observational analysis of 26,278 target-disease pairs with temporal validation and feature ablation


repo: ibrahimEls/PretrainingForScience

title: Pre-Training for Simulation-Based Science: A Study on Jet Foundation Model Training Objectives


CTFTerm

repo: CausalAILab/RelationalCausalModels

title: Relational Structural Causal Models


GPUMemoryTracker

repo: Sekeh-Lab/grasp-multisource-transfer

title: GRASP: Gradient-Aligned Sequential Parameter Transfer for Memory-Efficient Multi-Source Learning


repo: sh-islam/ciln-bench

title: [Experiment, Analysis, and Benchmark] Benchmarking Instance-Dependent Label Noise with Controlled Corruptions


repo: hrtan/fastmix

title: FastMix: Fast Data Mixture Optimization via Gradient Descent


repo: UT-Austin-RPL/deoxys

title: Inference-time Policy Steering via Vision and Touch


repo: jeakwon/ai-engram

title: AI Engram: In Search of Memory Traces in Artificial Intelligence


COCOGEC: Counterfactual Generation for Robust Grammatical Error Correction


SpectralYBMixer

repo: nssprogrammer/yb-mixer

title: An Integrable Token-Mixing Layer from the Generalized Yang-Baxter Equation


title: Text-Driven Fusion for Infrared and Visible Images: Achieving Image Scene Adaptation on Hyperbolic Space


title: When Cognitive Graphs Meet LLMs: BDEI Cognitive Pathways for Panic Emotional Arousal Prediction


repo: JunsWan/AgentViSS

title: Can Agents Read the Room? Benchmarking Visual Social Intelligence in Multimodal Simulation


title: Keep It in Mind: User-Centric Continual Spatial Intelligence Reasoning in Egocentric Video Streams


title: Controlled Dynamics Attractor Transformer


repo: joseph-e-k/random-forest-early-stopping

title: Optimal Sequential Testing for Binary Ensemble Classifiers


title: M-CTX: Exact and Scalable Spatial Context Retrieval for Trajectory Analytics


repo: MohamedBayan/MemeReason

title: Adapting Reinforcement Learning with Chain-of-Thought Supervision for Explainable Detection of Hateful and Propagandistic Memes


repo: azizanlab/DiRecT

title: DiRecT: Safe Diffusion-Based Planning via Receding-Horizon Denoising


Not All Skills Help: Measuring and Repairing Agent Knowledge


CHILLGuard: Towards Fine-Grained Chinese LLM Safety Guardrail with Scalable Data Construction and Model-aware Preference Alignment Warning: This paper may contain some offensive and upsetting content


title: The Reverse Telescoping Coordinate System for Positive Definite Matrices: Geometry, Computation, and Generative Modeling


repo: deepshiksharma/sae-aircraft

title: Analyzing Visual Aircraft Representations with Sparse Autoencoders


repo: princeton-peas-lab/gcd

title: Greedy Coordinate Diffusion: Effective and Semantically Coherent Adversarial Attacks via Diffusion Guidance


title: Agentic Retrieval and Reinforcement Learned Equation Chains: A Controlled Generation Framework for Complex and Novel Physics Word Problems


Unsupervised Learning for Missing Modalities in Multimodal Learning


repo: hyebin-c/aspl

title: Acoustic Prompting via Stage-wise Modulation for Few-Shot Learning in Audio Language Models


title: ttda704 at SemEval-2026 Task 4: Modeling Narrative Structures via Pseudonymization and Multi-View Sentence Alignment


BNLTEChildFit

repo: danleneurocom/BN-LTE

title: Bayesian Networks with Latent Time Embedding for Stage-Aware Causal Modeling of Alzheimer's Disease Progression


Proximal Policy Optimization for Amortized Discrete Sampling


repo: IgorSokoloff/silage-experiments

title: SILAGE: Memory-Efficient, Full-Gradient-Free Nonconvex Optimization for Nested Finite Sums


repo: Evolutionairy-AI/Free-Energy-Heuristics

title: Free Energy Heuristics: Fast-And-Frugal Cognition as Active Inference Under Uncertain Precision


title: Deep Residual Injection for Full-Spectrum Forensic Signal Perception in Multimodal Large Language Models


Intelligence Is Not the Bottleneck: Validating an LLM First-Pass Manuscript Score Against Peer-Review Outcomes


repo: JIABI/mace

title: Scalar-pathway fidelity improves physical accuracy in short-range equivariant interatomic potentials


repo: deeplethe/lethe

title: Control-Plane Placement Shapes Forgetting: An Architectural Study of Agent Memory Across Thirteen System Configurations


repo: GPBench/TinyverseGP

title: Runtime Analysis of Cartesian Genetic Programming in Evolving Boolean Functions


Entity Labels Are Not Entity Signals: A Framework for Observable Relevance in Document Re-Ranking


title: GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science


Who Flips? Self-and Cross-Model Counterarguments Reveal Answer Instability in LLMs


Scaling Human and G2P Supervision for Robust Phonetic Transcription


IBAD: Interpretable Behavioral Anomaly Detection on Human Mobility Data


Machine learning enables roughness-driven inverse design of milling processes


title: Mojo: A Promising Tool for Scalable Financial AI Efficiency Three Pillars for Capital Markets Engineering: Speed, Multi-Level Scaling, and Deterministic Execution


title: Stop the Sampler! Classifier-Based Adaptive Stopping for Sampling Kernels


title: PVminerLLM2: Improving Structured Extraction of Patient Voice via Preference Optimization


repo: coursekevin/arlatentsde

title: Closing the Approximation Gap in Simulation-free Latent SDEs


title: The Quality-Utility Paradox: Why High-Reward Data Impairs Small Model Mathematical Reasoning


title: A Gradient Perspective on RLVR Stability and Winner Advantage Policy Optimization


repo: TencentBAC/LazyMCoT

title: Focus When Necessary: Adaptive Routing and Collaborative Grounding for Training-Free Visual Grounding


repo: Yoega/RL-Index

title: RL-Index: Reinforcement Learning for Retrieval Index Reasoning


Diffusion Offline Reinforcement Learning for Fair and Energy-Efficient UAV-Assisted Wireless Networks


title: Medical Heuristic Learning: An LLM-Driven Framework for Interpretable and Auditable Clinical Decision Rules


title: Not all Jensen-Shannon Divergence Estimators are Equal


NeuronFabric: A Software Reference Architecture for On-Chip Transformer Training with Local Adam


Privacy from Symmetry: Orthogonally Equivariant Transformers for LLM Inference


repo: GAIR-NLP/daVinci-kernel

title: daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization


repo: mims-harvard/bio-posttrain

title: How Post-Training Shapes Biological Reasoning Models


title: Assessing Reliability of Symbol Detection in Concept Bottleneck Models


BabyNoiseProcess

repo: trieschlab/baby-noise-rl

title: Infant Spontaneous Movement Noise Improves Exploration in Deep RL


PhysGuard: Fisher-Guided Gradient Projection for Sim-to-Real Neural PDE Surrogates


repo: ignorejjj/VeriGraph

title: VeriGraph: Towards Verifiable Data-Analytic Agents


repo: JiseungHong/SYCON-Bench

title: Sycophancy as Material Failure under Pushback Loading A Multi-Axis Characterization Across Three Loading Cases and up to Seventeen Material Charges


SCAR: Semantic Continuity-Aware Retrieval for Efficient Context Expansion in RAG


repo: aidless/mm-epc

title: Multimodal Evaluator Preference Collapse: Cross-Modal Coupling in Self-Evolving Agents


repo: jonas-becker/MINT

title: Misinformation Propagation in Benign Multi-Agent Systems


STAR-NT: Spatiotemporal Acceleration of Real-Time Neural Transparency Rendering Grigoris Tsopouridis 1[0000-0001-8033-5481] , Christos Georgiou-Mousses 1[0009-0004-4912-3332] , Aris Panagiotidis 1[0009-0008-2964-4359] , Andreas Vasilakis 2[0000-0001-6895-3324]


title: Video-Based Optimal Transport for Feedback-Efficient Offline Preference-Based Reinforcement Learning


repo: LIONS-EPFL/Circuit-Variance

title: Demystifying Variance in Circuit Discovery of LLMs


Functional Gradient Descent with Adaptive Representations


repo: Team-TUD/CTAB-GAN

title: A nonparametric two-sample test using a parametric integral probability metric


repo: napsu/SPaiK

repo: aatapa/RLScore

title: Scalable Pairwise Kernel Learning with Stochastic Vec Trick


A Multi-Center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT


repo: VILA-Lab/ActiveSAM

title: ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation


TokenPilot: Cache-Efficient Context Management for LLM Agents


GraphMapFeatures

repo: google-deepmind/jraph

title: Learning the Geometry of Data: A Mathematical Review of Shape Space Analysis


KVEraser

repo: Graph-COM/KVEraser

title: KVEraser: Learning to Steer KV Cache for Efficient Localized Context Erasing


repo: jdh-algo/RadSEM

title: RadSEM: A Finding-by-Finding Metric for Clinical Consistency in Radiology Reports


Timestamp-Aware Spatio-Temporal Graph Contrastive Learning for Network Intrusion Detection ⋆


repo: hsdslab/biomedical-causal-inference

title: The Critical Role of Model Selection in Causal Inference: A Comparative Analysis of Classification Models within the InferBERT Framework for Pharmacovigilance


title: Agentic Discovery of Non-Canonical Antimicrobial Peptides with AMPGAN v3


repo: filyp/RepSelect

title: RepSelect: Robust LLM Unlearning via Representation Selectivity


From Parasocial Scripts to Dyadic Persistence in Autonomous AI-Agent Communities


repo: SMRhadou/PDI-Diffusion

title: Constrained Diffusion Models with Primal-Dual Inference


title: From Compression to Deployment: Real-Time and Energy-Efficient FastGRNN on Ultra-Constrained Microcontrollers


Counterfactual Optimization of Baseball Pitch Sequences and Estimation of Its Impact on Season-Level Statistics


ResAware: Cross-Environment Website Fingerprinting via Resource-Privileged Distillation


title: CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models


Multi-Adapter PPO: A Cross-Attention Enhanced Wavelength Selection Framework for LIBS Quantitative Analysis


Reconfigurable Computing Challenge: Transformer for Jet Tagging on Versal AI Engines


repo: uofthcdslab/second-order-bias

title: Evaluating Second-Order Bias of LLMs Through Epistemic Entitlement


MGUP

repo: MaeChd/MGUP

title: MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization


EmbedND

repo: seminkim/selfix

title: Root-Selecting Fixed-Point Inversion for Rectified Flows via Trajectory Straightness


Contriever

repo: agwaBom/TPOUR

title: Temporal Preference Optimization for Unsupervised Retrieval


LLMs Infer Cultural Context but Fail to Apply It When Responding


title: EComAgentBench: Benchmarking Shopping Agents on Long-Horizon Tasks with Distributed Hidden Intent


repo: ReanFernandes/rapoa

title: Environment-Grounded Automated Prompt Optimization for LLM Game Agents


Meta-classification of one-class classification models using ranking correlation and nearest neighbor


CoordAttGatedFusion

repo: cymasuna/CERS

title: Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation


title: Learning task-specific subspaces via interventional post-training of speech foundation models


title: Differential Privacy of Gaussian Process Posterior Sampling


Fast Nonparametric Conditional Independence Testing via Two-Stage Regression


pad

repo: xingzhejun/d-OPSD

title: Learning from the Self-future: On-policy Self-distillation for dLLMs


repo: vimar-gu/MinimaxDiffusion

title: Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?


Finite-Time Queue Peak Laws in Stochastic Networks: Logarithmic Scaling After Geometric Thresholds


repo: LithiumDA/ReproRepo

title: ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues


repo: ZhaofengWu/variable-width-transformers

title: Variable-Width Transformers


A Guide to Estimating Conditional Average Treatment Effects in Competing Risks Settings


repo: edstevenson/ThousandWorlds

title: ThousandWorlds: A benchmark for climate emulation of potentially habitable exoplanets


repo: hao-ai-lab/JetSpec

title: JETSPEC: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting


title: Sequential Hiring of Contingent Workers Through Learning-Based Optimization


repo: igomezv/doppleriann

title: Modeling Doppler Shifts in Radial-Velocity Data with Deep Learning toward Earth-mass Exoplanet Detection


RolloutOutput

repo: ucmercedrobotics/sop-heuristic-opt

title: N(CO) 2 : Neural Combinatorial Optimization with Chance Constraints to Solve Stochastic Orienteering


repo: ArshiaIlaty/PsyGenTAB

title: PSyGenTAB: A Privacy-Preserving Framework for Synthetic Clinical Tabular Data Generation via Constrained Optimization


repo: Ray-zyy/TS-Fault

title: TS-Fault: Benchmarking Time Series Forecasters Against Structural Faults


repo: asahi-research/QC-GAN

title: QC-GAN: A Parameter-Efficient Quaternion Conformer GAN for High-Fidelity Speech Enhancement


repo: dajvmasonjason-glitch/pact

title: PACT: Preserving Anchored Cores in Task-vectors for Model Merging


GATEncoder

repo: W-RMSL/scGTN

title: scGTN: Deep Siamese Graph Transformer Network for Single-cell RNA Sequencing Clustering


MarginScheduledLossFunction

repo: samsledje/ConPLex

NTXentContrastiveLoss

repo: purvavideha/GSDTI

apc

repo: facebookresearch/esm

repo: peizhenbai/DrugBAN

repo: bowen-gao/DrugCLIP

title: Contextualizing Biological Language Models across Modalities via Logit-Space Contrastive Alignment


repo: linghujiale/PQNN

title: Photonic Quantum Neural Fields for Physics-Informed Scientific Machine Learning


title: TimeLAVA: Learning-Agnostic Valuation for Time Series Data


BaseRouter

repo: LAMDA-Model-Reuse/ORBIT

title: RouteJudge: An Open Platform for Reproducible and Preference-Aware LLM Routing


repo: PunchlineAAAA/DICE

title: Lost in a Single Vector: Improving Long-Document Retrieval with Chunk Evidence Aggregation


M

repo: LennertSaerens/TTPFTS

title: Bayesian Anytime Pareto Set Identification for Multi-Objective Multi-Armed Bandits


repo: niftynans/strubi

title: Identifying Structural Biases from Causal Mechanism Shifts


KGChunk

repo: Xiaoyu-Tao/ScholarSum

title: ScholarSum: Student-Teacher Abstractive Summarization via Knowledge Graph Reasoning and Reflective Refinement


title: Quantification of Uncertainty with Adversarial Models in Medical Image Segmentation


Strategic Feature Selection


title: REVES: REvision and VErification-Augmented Training for Test-Time Scaling


repo: furiosa-ai/EfficientRollout

title: EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts


repo: YafengWu/CADE

title: Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering


AutoencoderModel

repo: he-zh/SKCI

repo: romanpogodin/kernel-ci-testing

title: Sequential Kernel-based Conditional Independence Testing via Adaptive Betting


title: Written by AI, Managed by AI: Semantic Space Control and Index Sickness Elimination Across 391 Consecutive Sessions


repo: arnaudlequen/PQLRM

title: Pareto Q-Learning with Reward Machines


title: INDEQS: Informed Neural controlled Differential EQuationS


ChronoSurv

repo: MICS-Lab/ChronoSurv

title: ChronoSurv: A Clinical Pathway-Guided Graph Framework for Multimodal Survival Analysis


repo: yanivlivert/cahp

title: Complementary Attention Head Pruning for Efficient Transformers


repo: microsoft/soc-fine-tuning-sd

title: The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL


title: Essential Subspace Merging for Multi-Task Learning


title: Dango: A Strictly L1-Only Large Language Model for Studying Second Language Acquisition


repo: mapooon/SelfBlendedImages

repo: megvii-research/CADDM

repo: OUC-VAS/ForensicsAdapter

title: When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift


repo: LabRAI/AGDN

title: AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network


repo: hp-luo/STARE

title: STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability


DreamReasoner-8B: Block-Size Curriculum Learning for Diffusion Reasoning Models


title: Rethinking Reward Supervision: Rubric-Conditioned Self-Distillation


repo: lbynum/metadentify

title: Computational Identifiability


title: When to Trust, How to Distill: Multi-Foundation Model Guidance for Lightweight, Robust Scientific Time Series Forecasting


Weibull Weight-Scale Parameter Evolution under AdamW Training Dynamics


repo: NVlabs/catk

title: Human-like autonomy emerges from self-play and a pinch of human data


title: Protein Representation Learning with Secondary-Structure and Energy-Filtered Hydrogen-Bond Graphs


repo: kenneth-ge/claybuddy

title: ClayBuddy: A Framework, Evaluation, & Mitigation of Coding Agent Failures


repo: mtoles/MortarBench

title: MortarBench: Evaluating Mortgage Loan Origination Agents


Characterizing Narrative Content in Web-scale LLM Pretraining Data


title: Insulin4RL: Real-Time Insulin Management in the Intensive Care Unit for Offline Reinforcement Learning


BenchmarkCommand

repo: EVIEHub/DeXposure-Claw

title: DeXposure-Claw: An Agentic System for DeFi Risk Supervision


repo: aamakor/PPE

title: Interactive Pareto navigation for deep multi-task learning


title: Tracking Representation Dynamics in Large Language Models with Persistent Homology


repo: Lee-KocaTKa/LaViSA

title: LaViSA: A Language and Vision Structural Ambiguity Benchmark


repo: alireza-jafari/ILI-Influenza-Dataset

title: Understanding Key Features of Time Series Foundation Models from Epidemic Forecasting


repo: sjgoring/modal-uq-public

title: On the QUEST for Uncertainty Quantification via Highest Density Regions


A BART-based approach with hierarchical strategy for Vietnamese abstractive multi-document summarization


title: FAPO: Fully Automated Prompt Optimization of Multi-Step LLM Pipelines


repo: pluskal-lab/MassSpecGym

title: MassSpecGym in the Wild: Uncovering and Correcting Evaluation Pitfalls in AI-Driven Molecule Discovery


AverageMeter

repo: neu-spiral/LOKI

title: LOKI: Memory-Free Null-Space Constrained Lifelong Knowledge Editing


repo: nzilberstein/Flow-map-denoisers

title: Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems


repo: NextG-Wireless-Lab-NC-State/TelcoAgent

title: TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability


repo: labhai/Adaptive-Binning

title: When, Where, and How: Adaptive Binning for Tabular Self-Supervised Learning


ChannelWiseLinear

repo: shiralab/NAM-FS

title: Neural Additive and Basis Models with Feature Selection and Interactions


title: A fast direct solver based neural network for solving PDEs


repo: agentscope-ai/Trinity-RFT

title: Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning


title: VIMPO: Value-Implicit Policy Optimization for LLMs


RSE

repo: Meteor-Stars/ASTSF

title: Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity


Self-Preference Is Weak or Absent in Verifiable Instruction-Following Revision: A Four-Model Test Under Genuine Authorship


process

repo: penway/EFIQA

title: EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors


The Correctness Illusion in LLM-Generated GPU Kernels


MoraCrossAttention

repo: lycorp-jp/PASQA

title: PASQA: Pitch-Accent-Focused Speech Quality Assessment Model Trained on Synthetic Speech with Accent Errors


Predicting gestational age at birth in the context of preterm birth from multi-modal fetal MRI


repo: NAIVlab/ShadOPE

title: Off-Policy Evaluation for Missingness-Aware Policies in MDPs with Rewards Missing Not at Random


title: CzechDocs: A Multiway Parallel Dataset of Formatted Documents for Minority Languages in Czechia


title: A Multi-Agent system for Multi-Objective constrained optimization


title: Robust Q-learning for mean-field control under Wasserstein uncertainty in common noise


title: Direct Advantage Estimation for Scalable and Sample-efficient Deep Reinforcement Learning


repo: zavalab/ML

title: Topological Data Analysis for High-Dimensional Dynamic Process Monitoring


title: Repurposing a Speech Classifier for Guided Diffusion-Based Speech Generation


repo: bscarone/data-bias-coverage

title: Data Bias Mitigation under Coverage Constraints & The Price of Fairness


repo: Wenhao-Chi/UNIEGO

title: UNIEGO: Proxies as Mediators for Unified Egocentric Video Representation Learning


repo: EVIEHub/PEAR

title: PEAR: Permutation-Equivariant Adaptive Routing Multi-Agent Debate


repo: EVIEHub/LLM-Rationality

title: In LLM Reasoning, there is Irrationality on top of Value Misalignment


repo: Auto-CAP/AgentCAP

title: Specialize Roles, Mix Deployments: Pushing the Cost-Accuracy Frontier of LLM Agent Teams


repo: AI-Santiago/KAware

title: From Knowing to Acting: Benchmarking Self-Awareness Capability of LLM Agents


repo: ml-jku/hopfield-layers

title: Robust Auto-associative Memory via Convolutional Restricted Hopfield Networks


title: NeuroShield: A Device-Agnostic Foundation Model for EEG Authentication


From Question Answering to Task Completion: A Survey on Agent System and Harness Design


CIExplainer

repo: FranciscoCaldas/CIExplainer

title: CIExplainer++: Generating Causal and Interpretable Explanations for Graph Neural Networks


FeedForward

repo: wuycM/UltraNMR

title: A large-scale foundation model enables simulation-to-real adaptation for nuclear magnetic resonance-based molecular structure analysis


EValueCS

repo: zyecs/celeus

title: CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes


title: ReLaTS: a Reinforcement Learning-based method for dynamically determining the coupling Time Step in multi-scale simulations of self-gravitating systems


Stochastic Signed Distance Processes


Evolutionary Discovery of Developmental Reward Schedules in Deep Reinforcement Learning


repo: rulnasution/tabular-latent-flow

title: Understanding Latent Flow Models for Tabular Data Synthesis: Targets, Paths, and Sampling


Peeking Inside LLMs: Leveraging Internal Artifacts of LLMs for Enhancing Reliability in Legal Classification ⋆


title: Phonemes to the Rescue: Multilingual Tokenization Based on International Phonetic Alphabet


LK Jam: System Architecture and Implementation of a Real-Time Human-AI Interactive Music Generation System using Role-Aware GRU


repo: molecularmodelinglab/BASIL

title: BASIL: BAYESIAN APPLICATION FOR SCIENTIFIC ITERATION AND LEARNING PREPRINT


repo: Heechan-Moon/SLeDGe

title: SLeDGe: Semi-Supervised Learning on Data Streams with Graph Structure Learning


Horizon Adaptive Offline Policy Learning via Value Stitching


ContinuousGoal

repo: aletcher/inverting-bellman

title: Inverting the Bellman Equation: From Q-Values to World Models


repo: JonasSchmidinger/Reject-to-Remeasure

title: Rejections Based on Predictive Uncertainty Enable Reliable Routine Soil Spectroscopy


repo: zihangtian/ARCO

title: ARCO: Adaptive Rubrics with Co-Evolution for Multi-Step LLM-Based Agents


LeNet

repo: Chaoscendence/TeaNet

title: Reconstructing Randomly Masked Spectra Helps DNNs Identify Discriminant Wavenumbers


repo: mingzhi-c/MedTS-TTT

title: MedTS-TTT: Test-Time Training for Medical Time Series Classification


Ramanujan Graph Rewiring with Non Negative Resistance Curvature


repo: BerriAI/litellm

title: Finetuning with Scientific Data Increases Hallucinations: A Multi-domain Factuality Evaluation of LLMs


Graph-of-Differences: Anatomy-Structured Difference Alignment for Medical Image Re-Identification


title: Dual-Attention Convolution Experts for Sparse Tensor Completion


title: Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning


repo: RobustBench/robustbench

title: Robustness Cannot be Reduced to Regularization: Studying Adversarial Training Beyond the Linear Case


repo: tuoyou-hao/BPD-GRPO

title: Balancing Performance and Diversity in GRPO Autoregressive Text-to-Image Post-Training


repo: jindeok/Mem-GF

title: Memory Is No Longer a Bottleneck: Memory-Efficient Graph Filtering for Scalable Collaborative Filtering


title: The Two-Hump Problem: Bridging the Difficulty Gap in Mathematical Reinforcement Learning


GaussianMarkovPriorMeta

repo: GradientSpaces/ECD

title: Energy-based Compositional Diffusion Planning


repo: batchgen-project/batchgen

title: BatchGen: An Architecture for Scalable and Efficient Batch Inference


repo: drewnix/measuring-what-persists

title: Measuring What Persists: Conditioning Mechanisms and a Geometric Framework for AI Agent Identity


Router

repo: EIT-NLP/LLM-Pruning

title: UniRank: Unified Rank Allocation for Low-Rank LLM Compression


title: ForEx: A Formal Verification Framework for Explainable Reasoning in Logical Fallacy Detection and Annotation


title: Protein contacts are already in the attention: a single-forward-pass alternative to the Categorical Jacobian


title: A Verifiable Search Is Not a Learnable Chain-of-Thought


MaskedSelfAttentionWithRoPE

repo: Tiny-Snow/GenRec

title: The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders


GraphAttentionEmbedding

repo: DevoLearn/DevoGraph

title: DevoTG: Temporal Graph Neural Networks for Modeling C. elegans Developmental Connectomics


Compose

repo: sfi-norwai/ShiFT

title: Learning by Shifting: Temporal View Construction for Time Series Contrastive Learning


AttentionPooling

repo: arco-group/vegsim

title: VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation Simulation


Attention

repo: PKUDigitalHealth/HeartLang

title: SPOTR: Spatio-temporal Pooling One-Token Reconstruction for Universal Physiological Signal Self-supervised Learning


IRumAI: Reinforcement Learning for Indian Rummy


BLoBLinear

repo: enesyugan/continual-asr

title: Adding Robust Code-Switching Capabilities to High Performance Multilingual ASR


title: What Do Neural Networks Learn for TDOA Estimation? A Cross-Architecture Probing Study


Rebuttals Move Peer-Review Scores, but Initial-Review Structure Bounds the Movement


title: Early-Exit Graph Neural Networks for Link Prediction


DistChunkLayer

repo: iDC-NEU/NeutronTP

IsHeaderFile

repo: RocmFang/DistGER

repo: ISCS-ZJU/LeapGNN-AE

title: FeLoG: Scalable and Efficient Distributed Graph Embedding with Feedback Loop Mechanism


Natural Language-Focused Software Engineering via Code-Documentation Equivalence


title: SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models


repo: Richard-zrx/ADS

title: Learning at the Right Pace: Adaptive Data Scheduling Improves LLM Reinforcement Learning


repo: KingGugu/MRM

title: Enhancing Protein Representation Learning via Manifold Restore Mixing


repo: eszaher/Manifold-Integrated-Gradients

title: Diffusion Integrated Gradients: Controllable Path Generation for Flexible Feature Attribution


repo: parzi-val/all-routes-lead-to-collapse

title: All Routes Lead to Collapse


title: Flow Annealing Posterior Sampling for Function-Space Regression and Inverse Problems


Kiwano: A Cutting-Edge Open-Source Toolkit for Speaker Verification


RomTensor

repo: akmaier/UnderstandingVCS

title: A Differentiable Atari VCS: A Complex, Fully Known Ground Truth for Explainable AI


title: Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation


repo: Control-derek/ACPO

title: What are Key Factors for Updates in RL for LLM Reasoning?


repo: BAIKLAB/SiM

title: Training-free Task Classification for Multi-Task Model Merging


AverageMeter

repo: YVVH/ORE

title: Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of LLMs


title: MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring


title: Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift


title: VISTA Architect: A graph database-oriented health AI system demonstrated in multidisciplinary tumor boards


title: BLUEX v2: Benchmarking LLMs on Open-Ended Questions from Brazilian University Entrance Exams


title: When Confidence Takes the Wrong Path: Diagnosing Retrieval-State Lock-In in RAG


title: Retrieval-Augmented Multimodal Learning for Enzyme-Substrate Interaction Prediction Under Low-Homology Shift


repo: snap-stanford/roland

entropy

repo: mala-lab/PromptDyG

title: PromptDyG: Test-Time Prompt Adaptation on Dynamic Graphs


title: Hierarchical Reinforcement Learning for Sparse-Reward Search in Commutative Algebra


title: TALK: Text-attributed Graph Dataset Distillation via Coupling Language Model with Graph-Aware Kernel


Generalized nonparametric regression in reproducing kernel Hilbert spaces: Consistency and rates of convergence


title: Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning


title: From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction


repo: baidu/Unlimited-OCR

title: Unlimited OCR Works Welcome the Era of One-shot Long-horizon Parsing


PeLAP-A: Adaptive Latent Pruning for Lightweight Latent Diffusion Models


repo: BDML-lab/ReNIO

title: ReNIO: Reweighting Negative Trajectory Importance for LLM On-Policy Distillation


LLM-Aided A* Search in Non-Geometric Network Graphs


Weighted Score-Oriented Losses for Temporally Localized Event Prediction


BaseTrainer

repo: KachmanLab/MFGParameterCalibration

title: Neural Parameter Calibration for Finite-State Mean Field Games


title: Position: Correct Answer, Wrong Mechanism -When AI Scientists Defend General Claims Their Own Data Contradicts


repo: XinxiiChen/AGREE

title: Bridge the Gaps: Heterogeneous Attributed Graph Clustering via Quaternion Representation Learning


title: On the Effect of Segmentation Width and Cluster Size on Speech Resynthesis and Continuation in Generative Spoken Language Models


SOAP-Bubbles •❍ Structured Weight Uncertainty for Neural Networks


Distribution-Aware Diffusion-LLM for Robust Ultra-Long-Term Time Series Forecasting


title: Sublinearly Structured Deep Neural Networks Achieve Feature Learning Consistency for Compositional Functions


repo: matanbt/TROPT

title: TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization


repo: bay-yearick-lab/kore

title: Solve for the Hyperparameter, Skip the Search: Kolmogorov-Optimal Scaling Laws for Spline Regression


title: MORL-A2C: Multi-Objective Reinforcement Learning Reranker for Optimizing Healthiness in MOPI-HFRS


Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers


repo: hedgementation/hedgementation

title: Hedgementation = Hedgerow Segmentation: A Remote Sensing Benchmark HEDGEMENTATION = HEDGEROW SEGMENTATION: A REMOTE SENSING BENCHMARK


AngularMuown

repo: fhueb/angular-muown

title: Muown Implicitly Performs Angular Step-size Decay


title: A Hybrid Quantum-Classical Approach for Melt Pool Prediction in Laser Powder Bed Fusion


repo: ABrain-One/nn-gpt

title: Systematic Exploration of 4-Expert Heterogeneous Mixture-of-Experts via Automated Pipeline Search


Hessian-augmented Supervised Learning for Hamilton-Jacobi-Bellman PDEs


repo: pierredantas/esbmc-plcplus-artifact

title: ESBMC-PLC+: A Unified IEC 61131-3 Formal Verification Framework as a PLCverif Successor


title: Federated Survival Analysis in Healthcare: A Multi-Model Evaluation on Cross-Institutional Heterogeneous Breast Cancer Data


title: Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification


QuechuaTok: Morphological Boundary Accuracy as a Necessary Metric for Tokenizer Evaluation in Agglutinative Low-Resource Languages


AttentionFreeTransformer

repo: MohammedNagdi/Attended-Koopman

title: Learning the Koopman Operator using Attention Free Transformers


title: Learning to Trigger: Reinforcement Learning at the Large Hadron Collider


S

repo: ToyotaResearchInstitute/turbompc

title: TurboMPC: Fast, Scalable, and Differentiable Model Predictive Control on the GPU


title: Aspect-Based Sentiment Evolution and its Correlation with Review Rounds in Multi-Round Peer Reviews: A Deep Learning Approach


Automated residual plot assessment with the R package autovi and the Shiny application autovi.web


title: ActiveScope: Actively Seeking and Correcting Perception for MLLMs


Managing Task Execution for Unknown Workloads in Batteryless IoT: A Hardware-Agnostic Evaluation


MorfFlex: Handling Rich Morphology


AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction


AbilityMatrix

repo: shidingz/EDV

title: Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning


repo: QMUL-DuffyLab/gala

title: An Agnostic Machine Learning Model of Photosynthetic Habitability


title: AdversaBench: Automated LLM Red-Teaming


PARAPAIRAUDIOBENCH: Paralinguistic Pairwise Audio Benchmark for LALM-as-a-Judge


Harmonic: Hierarchical State Space Models for Efficient Long-Context Language Modeling


AI-PAVE-Br: Leveraging Large Language Models for Enhanced Product Attribute Value Extraction through a Golden Set Approach


repo: KunyuNi/FlowPipe

title: FlowPipe: LLM-Enhanced Conditional Generative Flow Networks for Data Preparation Pipeline Construction


BluTrain: A C++/CUDA Framework for AI Systems Robust, Lightweight, and Architecture-General , Built from First Principles


L3Cube-MahaPOS: A Marathi Part-of-Speech Tagging Dataset and BERT Models


args

repo: puraminy/MTO

title: Matching Tasks to Objectives: Fine-Tuning and Prompt-Tuning Strategies for Encoder-Decoder Pre-trained Language Models


From Meta Idea to Advanced Mathematical Discovery Human-AI Co-Discovery of Sign-Embedding Quantum Algorithms


title: The Geometry of Saturation: Effective Rank Predicts When Labels Stop Helping in Few-Shot Classification


Holographic Memory for Zero-Shot Compositional Reasoning in Knowledge Graphs: A Mechanistic Study of Where and Why It Fails


title: Curvature-Guided Mixing for MLLM Adaptation


Project Auto-World: Towards Automated Benchmarking of Neural Relational Reasoners


title: Don't Go Breaking My LLM: The Impact of Pruning Attention Layers on Explanation Faithfulness and Confidence Calibration


ContinuousSinusoidalPosEmb

repo: Zh-Shuai/LBDTPP

title: Latent Block-Diffusion Temporal Point Processes: A Semi-Autoregressive Framework for Asynchronous Event Sequence Generation


title: Learning Diachronic Representations of Ancient Greek Letterforms


repo: BorjaMedina/UncertaintyAwareRLforCLM

title: Uncertainty-aware reinforcement learning for chemical language models


title: ExTra: Exploratory Trajectory Optimization for Language Model Reinforcement Learning


DensificationPerturbation

repo: UMMISCO/metagenomics-fm

title: Are Tabular Foundation Models Robust to Realistic Query Distribution Shifts in Microbiome Data?


title: Zeroth-Order Deep Learning for PDEs A Zeroth-Order Deep Learning Method for Fully Nonlinear Parabolic Partial Differential Equations with Unknown Coefficients


EnvSpec

repo: ainimesh/GCT-MARL

title: GCT-MARL: Graph-Based Contrastive Transfer for Sample-Efficient Cooperative Multi-Agent Reinforcement Learning


title: Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift


repo: kreasof-ai/atma

title: ATMA: Long-Context Language Modeling via Polar Attention and Gated-Delta Compression Memory


repo: dockstring/dockstring

repo: soda-inria/tabicl

repo: PriorLabs/TabPFN

title: Efficient Adaptive Data Acquisition via Pretrained Belief Representations


Automatic Generation of Highlights for Academic Paper Via Prompt-based Learning


title: EPTS: Elastic Post-Training Sparsity for Efficient Large Language Model Compression


Artificial Intelligence Innovation in Remote Sensing State Space Models Meet Remote Sensing: A Survey


Improved Large Language Diffusion Models


title: Geometry-Anchored Transport Framework for Exemplar-Free Class-Incremental Learning


repo: audreycs/MemoryEffect

title: Memory Makes the Difference: Evaluating How Different Memory Roles Shape Conversational Agents


repo: Zyphra/Zonos

title: From Sounds to Scenes: A Benchmark for Evaluating Context-Aware Auditory Scene Understanding in Large Audio Language Models


SPDIncreaseDim

repo: jjscc/GBWAtt

title: Towards Robust EEG Decoding Based on Riemannian Self-Attention


title: Low Variance Trust Region Optimization with Independent Actors and Sequential Updates in Cooperative Multi-agent Reinforcement Learning


title: Concept Removal for Frontier Image Generative Models


title: SFL-MTSC: Leveraging Semantic Frame-Level Multi-Task Self-Consistency for Robust Multi-Intent Spoken Language Understanding


HashNgramEmbedder

repo: TianxiangZhao/BiPACE

title: BiPACE: Bisimulation-Guided Policy Optimization with Action Counterfactual Estimation for LLM Agents


Leaking Circuit Secrets: Gradient Leakage Attacks on Graph Neural Networks


Two-dimensional Hyperbolic RNN Neural Quantum State


title: Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints


repo: congboma/MedGuards

title: MedGuards: Multi-Agent System for Reliable Medical Error Detection and Correction


repo: pangpang-xuan/OPERA

title: OPERA: Aligning Open-Ended Reasoning via Objective Perplexity-based Reinforcement Learning


Re-mixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning


repo: Foreverskyou/ToolBench-X

title: Beyond Function Calling: Benchmarking Tool-Using Agents under Tool-Environment Unreliability


repo: iMoriton/sara

title: SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment


repo: antgroup/LLMOPT

title: MiniOpt: Reasoning to Model and Solve General Optimization Problems with Limited Resources


Overview of HIPE-2026: Person-Place Relation Extraction from Multilingual Historical Texts


repo: creatis-myriad/GENESIS

title: Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need


repo: alexbouayad/formal

title: Weave of Formal Thought


repo: guangzhengh/FedReLa

title: FedReLa: Imbalanced Federated Learning via Re-Labeling


title: AI translation of literary texts is 'fine', but readers still prefer human translations


repo: gkroiz/agent-interp-envs

title: Model Forensics: Investigating Whether Concerning Behavior Reflects Misalignment


title: Context Recycling for Long-Horizon LLM Inference A Hierarchical Memory Architecture for Managing Fixed Context Budgets Across Unbounded Sessions


title: Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM


title: Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods


KGTrace

repo: semintelligence/KG-TRACE

title: KG-TRACE: A Neuro-Symbolic Framework for Mechanistic Grounding in Antimicrobial Resistance Prediction


repo: alanturin-g/SAFT

fairPageRank

repo: wanLo/fairpair

title: Link recommendations: Their impact on network structure and minorities


title: Equivariance and Augmentation for Bayesian Neural Networks


The Verification Horizon: No Silver Bullet for Coding Agent Rewards


Logger

repo: xiaofangxd/EVOM

title: EVOM: Agentic Meta-Evolution of Actor-Critic Architectures for Reinforcement Learning


EinsumGraphPerfModel

repo: NVlabs/SOLAR

title: SOLAR: AI-Powered Speed-of-Light Performance Analysis


repo: cambridge-mlg/otter

title: Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting


title: Localizing RL-Induced Tool Use to a Single Crosscoder Feature


title: Extracting Problem and Method Sentence from Scientific Papers: A Context-enhanced Transformer Using Formulaic Expression Desensitization


evaluate

repo: yan-xinyi/AKE

title: Utilizing Cognitive Signals Generated during Human Reading to Enhance Keyphrase Extraction from Microblogs


Safety-Regulated Transfer Reinforcement Learning with Adaptive Teacher Guidance


title: PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting


repo: QwenLM/FlashQLA

title: Erase-then-Delta Attention: Decoupling Erase and Write Addresses in Delta-Rule Linear Attention


Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models


repo: actypedef/SharQ

title: SharQ: Bridging Activation Sparsity and FP4 Quantization for LLM Inference


title: CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs


Do Safety Guardrails Need to Reason? LeanGuard: A Fast and Light Approach for Robust Moderation


repo: majharB/bisn

title: Explainable Insect Authentication


repo: turbo-llm/turbo-alignment

title: EGG: An Expert-Guided Agent Framework for Kernel Generation


title: ProtoKV: Streaming Video Understanding under Delayed Query with Summary-State Memory


title: ResilPhase: Plug-and-Play Phase Mapping and Noise-Resilient Macro-Trajectory Extrapolation for Diffusion Acceleration


repo: jinyangwu/OPID

title: OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning


ActionStats

repo: FujitsuResearch/mirror

title: MIRROR: Novelty-Constrained Memory-Guided MCTS Red-Teaming for Agentic RAG


repo: joyboseroy/bengal-dharma-corpus

title: From Vajrayana Tara to Bengali Baul: A Computational Study of Lexical Transmission Across Buddhist, Shakta, and Vaishnava Traditions in Bengal


title: Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology


repo: SYSUzhouting/Trinity-RFT

title: GEOALIGN: Geometric Rollout Curation for Robust LLM Reinforcement Learning


title: Geometric Gradient Rectification for Safe Open-Set Semi-Supervised Learning


title: To Run or Not to Run: Analyzing the Cost-Effectiveness of Code Execution in LLM-Based Program Repair


title: How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring


repo: fortuinlab/prior-weighted-utilities

title: Decision-Aligned Evaluation of Uncertainty Quantification


MinGram: A Minimalist Unigram Tokenizer with High Compression and Competitive Morphological Alignment


load

repo: ArnauMiro/pyLowOrder

title: Kolmogorov Arnold networks (KAN) for aerodynamic prediction: a comparison with MLPs and GNNs


title: Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)


Syntactic Belief Update as the Driver of Garden Path Processing Difficulty


How Good Can Linear Models Be for Time-Series Forecasting?


title: Beyond Surface Forms: A Comprehensive, Mechanism-Oriented Taxonomy of Indirect Linguistic Encoding for LLM-Based Coded Language Detection


repo: danyalrehman/autobg

title: Autoregressive Boltzmann Generators


Test-Input Generation for Tensor Programs: What Actually Finds Kernel Bugs


repo: lliangthomas/lavid

title: Large Language Model Teaches Visual Students: Cross-Modality Transfer of Fine-Grained Conceptual Knowledge


title: Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding


Global Explanations for Multivariate Time Series Forecasting Models via k-Order Markov Approximations


title: FoggyTrust: Robust Federated Learning with Hierarchical Trust Networks


title: Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection


From Signals to Transfer: A Factorised Study of Probe-Based Uncertainty Estimation in Large Language Models


NextTokenPredictionLoss

repo: DGL-codes/CBD

title: CBD: API-Only LLM Black-Box Unlearning through Controlled Behavioral Divergence


title: Mitigating LLM-based p-Hacking by Preregistering for the Next LLM


aggregate

repo: Routhleck/canns-lib

title: CANNs: A Toolkit for Research on Continuous Attractor Neural Networks


title: Improving Adversarial Robustness via Activation Amplification and Attenuation


SharedLISTABlock

repo: KazuhisaFujita/HSC

title: Accelerating Hierarchical Sparse Predictive Coding with Hybrid Amortized Inference


repo: csiro-robotics/mmd-reg

title: Scalable and Differentiable Point-Cloud Registration Using Maximum Mean Discrepancy


repo: aderfebr/CSD

title: CSD: Content-aware Speculative Decoding for Efficient Image Generation


repo: tmlr-group/USAD

title: USAD: Uncertainty-aware Statistical Adversarial Detection


repo: pasteurlabs/mosaic

title: Mosaic: A Benchmark Suite for Differentiable Physics Solvers


ToxiREX: A Dataset on Toxic REasoning in ConteXt


repo: Yale-LILY/SummEval

title: A Tree-of-Thoughts Hybrid Approach for Legal Case Judgement Summarization using LLMs


repo: llmllmllm/ADC-GNN

title: Beyond Sparse Supervision: Diffusion-Guided Learning for Few-Shot Graph Fraud Detection


title: MixTTA: Low-Rank Cross-Channel Mixing for Reliable Test-Time Adaptation


Exposure Bias Can Alleviate Itself via Directional and Frequency Rectification in Flow Matching


repo: KraitGit/MDM-VGB

title: VGB for Masked Diffusion Model: Efficient Test-time Scaling for Reward Satisfaction and Sample Editing


repo: StarTrail-org/PixelRAG

title: PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation


title: Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG


repo: YHHuan/LUMEN

title: LUMEN: Cost-Transparent Multi-Agent Pipeline for Automated Systematic Review and Meta-Analysis


title: RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning


Vision-driven Preference Synthesis for Mitigating Hallucinations in VLMs


repo: qxyzs/SDIP

title: A Zero-Shot Deep Image Prior Framework for Denoising and Deconvolution in Fluorescence Microscopy


title: Event-Conditioned Diagnostics of Kinematic, Contact, and Object-Permanence Structure in Passive Object-State World Models


repo: Agentic-CliniAI/CounterVHD

title: Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty


title: A Good Talk Doesn't Look Like a Summary, It Teaches You! Measuring Takeaways from Paper-to-Video Talks


repo: rodrgo/geometric-axiom-of-choice

title: Geometric Measurements of the Axiom of Choice in Neural Proof Embeddings


SteeringAnalyzer

repo: tianlwang/DynaSteer

title: Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories


repo: oscar-omlf/facter-repr

title: Reproducing FACTER: Fairness via Conformal Thresholding and Prompt Repair


Improving Patient Subtyping on Longitudinal Data using Representations from Mamba-based Architecture


DCG

repo: nadarasarbahavan/FEDLAS

title: FedLAS: Feature-Modulated Bidirectional Label Smoothing for Neural Network Calibration


repo: erynl-s/SCAR

title: A Neuroimaging Simulation Framework for Developing and Evaluating Causal AI


AnTenA: Actionable and Explainable Tensor Analysis System with Large Language Models


Labeling Training Data for Entity Matching Using Large Language Models


repo: SuDIS-ZJU/HARDInfer

title: HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression


MMLA: How Memory Lets the Past Shape the Future Public Manuscript of MMLA


title: Conversational Domain Adaptation of IndicTrans2 across 21 Indic Languages via Experience Replay and Model Soups


Edge

repo: kmamine/ThinkProb

title: ThinkProbe: Beyond Accuracy -Structural Profiling of Open-Ended LLM Reasoning Traces via Non-Generative Thought Graphs *


Connectivity Estimation using Stochastic Graph Heat Modelling


title: BTI-Net: Bidirectional Decoder-Level Task Interaction via Uncertainty-Aware Gating for Multi-Task Medical Image Analysis


repo: coleygroup/ms-pred

title: GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem


Towards Evaluating Data Priors for Tabular Foundation Models


Nonlinear mixture model motivated subspace clustering


A Hybrid Framework for Song Lyric Annotation Based on Human-LLM Alignment


title: ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation


repo: dmlc/xgboost

title: Gradient boosting with vector-valued leafs


repo: suayptalha/scientific-pac

title: Sample Complexity of Scientific Discovery: PAC Learnability of Compositional Function Trees


repo: huggingface/Math-Verify

title: ENTROROUTER: Learning Efficient Model Routing via Entropy Regulation


Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning


title: How Much Due Diligence Before You Bid? Learning in Intractable Takeover Auctions


title: Faults in Our Formal Benchmarking: Dataset Defects and Evaluation Failures in Lean Theorem Proving


QuasiIdMatch

repo: sherwinvishesh/SurrogateShield

title: SurrogateShield: Beyond Redaction for High-Utility, Privacy-Preserving LLM Interactions


repo: KurbanIntelligenceLab/CliffordSTF

title: Geometric Algebra Meets Cartesian Tensors: Higher-Order Equivariance for Interatomic Potentials


title: Does Role Specialization Matter for Explanation Faithfulness in Mixture-of-Experts?


repo: ighalp/I-BBS

title: I-BBS: Coordinate-Free Inference of Latent Sub-Manifolds Using Random Distance Matrix Theory


repo: ighalp/observable-matrix-dynamics-ml

title: Learning as Observable Matrix Dynamics: Diffusive Relaxations versus Phase Transitions


repo: anhnda/IGLens

title: IG-Lens: Exact Additive Probability Attribution Across Transformer Layers via Telescoping Integrated Gradients


GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots


AdaptiveObjectiveTemperatures

repo: heshandevaka/ARMOR

title: ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering


repo: Miraclecsc/Discrete-Latent-Reasoning

title: Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression


repo: GAIR-NLP/ContextRot

title: Diagnosing and Mitigating Context Rot in Long-horizon Search


InjectionPlan

repo: snudial/open-maritime-anomaly-detection

title: Redefining Maritime Anomaly Detection via Equation-Grounded Synthetic Anomalies


repo: gxli/SA-JEPA

title: ScaleAware-JEPA: Latent Representation for Discovery in Multiscale Physical Fields


MPPCA

repo: sisl/LowRankLatentGMMs

title: Simplifying Flow Matching Transformations with Low-Rank Mixture Models


repo: AgentCombo/Mandol

title: Mandol: An Agglomerative Agent Memory System for Long-Term Conversations


title: Revealing the Technology Development of Natural Language Processing: A Scientific Entity-Centric Perspective


Exploring Motivations for Algorithm Mention in the Domain of Natural Language Processing: A Deep Learning Approach


repo: THU-KEG/RuVerBench

title: Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?


title: Diagnosing and Mitigating Retrieval Bottlenecks in LLM-Based Cold-Start Recommendation


repo: hugohammer/LFR-IMN

title: Improved Predictive Performance and Interpretability for Mesomorphic Neural Networks Using Local Fidelity Regularization


title: Exploiting Local Flatness for Efficient Out-of-Distribution Detection


IHDec: Divergence-Steered Contrastive Decoding for Securing Multi-Turn Instruction Hierarchies


repo: Routhleck/heads-not-backbones

title: Heads, Not Backbones: Output Heads Dominate Architectures on Fat-Tailed Returns


Estimating Grammatical Gender Directions in Contextual Embeddings under Controlled and Natural Contexts


repo: Naeem-Paeedeh/CVLC

title: Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation


SheafDiffusion

repo: woodywff/cgsd

title: Curvature-Guided Sheaf Diffusion for Unsupervised Community Detection on Heterophilic Graphs


Decoder

repo: automl/TFM-Playground

autorank

repo: sherbold/autorank

title: KnowsTFM: Knowledge-Informed Fine-Tuning of Small Tabular Foundation Models


title: Highly Data Parallelizable Estimation of the Sliced-Wasserstein Distance Using Cumulative Distribution Functions


Toward an Energy-Optimized Operation of Data Centers Located in Wind Farms Using Reinforcement Learning


FlexTab: A Flexible Encoder-Decoder Architecture for In-Context Learning Across Diverse Tabular Tasks


repo: krumpguo/secure-merge-attack

title: On the Vulnerability of Parameter-Level Defenses to Model Merging


EntityMatchingEvaluator

repo: wbsg-uni-mannheim/PyDI

title: MaDI-Bench: An End-to-End Data Integration Benchmark


repo: atlas-sky/SIUM

title: Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation


repo: JardinDelSol/enc-ode

title: ENC-ODE : Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs


repo: TabArena/data-foundry

title: Beyond IID: How General Are Tabular Foundation Models, Really?


title: CAN We Trust Your Results? A Cross-Dataset Study of Automotive IDS Evaluation


Curvature-Weighted Gradient Diversity: A Noise Measure for Geometry-Adaptive SGD Schedules


title: Learning from Mistakes: Rollout-Retrieval Lifelong Policy Learning for Autonomous Driving


repo: uw-syfi/TraceLab

title: TraceLab: Characterizing Coding Agent Workloads for LLM Serving


repo: wouterkool/attention-learn-to-route

title: Locker-based Truck-Drone Routing with Integrated Considerations of Pickups, Deliveries, and No-Fly Zones