Browse State-of-the-Art › Computational Efficiency › Papers, page 28

Computational Efficiency

Papers archive 2025-07-28

archive papers tagged: 4,891 · with a code link: 1,644 · where Syntology ran a sample: 369 (307 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (369 of 4,891 tagged: 307 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument)

Page 28 of 49: papers 2,701 to 2,800 of 4,891, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• An Efficient Hierarchical Preconditioner-Learner Architecture for Reconstructing Multi-scale Basis Functions of High-dimensional Subsurface Fluid Flow
  1 Nov 2024 0 repositories listed
• Modern, Efficient, and Differentiable Transport Equation Models using JAX: Applications to Population Balance Equations
  1 Nov 2024 0 repositories listed
• SANN-PSZ: Spatially Adaptive Neural Network for Head-Tracked Personal Sound Zones
  1 Nov 2024 0 repositories listed
• An Empirical Analysis of Speech Self-Supervised Learning at Multiple Resolutions
  31 Oct 2024 0 repositories listed
• Evaluating the Evolution of YOLO (You Only Look Once) Models: A Comprehensive Benchmark Study of YOLO11 and Its Predecessors
  31 Oct 2024 0 repositories listed
• Leveraging Large Language Models for Medical Information Extraction and Query Generation
  31 Oct 2024 0 repositories listed
• Meta-Sealing: A Revolutionizing Integrity Assurance Protocol for Transparent, Tamper-Proof, and Trustworthy AI System
  31 Oct 2024 0 repositories listed
• Constrained Trajectory Optimization for Hybrid Dynamical Systems
  30 Oct 2024 0 repositories listed
• MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning
  30 Oct 2024 0 repositories listed
• Self-Driving Car Racing: Application of Deep Reinforcement Learning
  30 Oct 2024 0 repositories listed
• AI-assisted Agile Propagation Modeling for Real-time Digital Twin Wireless Networks
  29 Oct 2024 0 repositories listed
• Bayesian Optimization for Hyperparameters Tuning in Neural Networks
  29 Oct 2024 0 repositories listed
• Bayesian Quantum Neural Network for Renewable-Rich Power Flow with Training Efficiency and Generalization Capability Improvements
  29 Oct 2024 0 repositories listed
• Dual Conditional Diffusion Models for Sequential Recommendation
  29 Oct 2024 0 repositories listed
• Breast Cancer Histopathology Classification using CBAM-EfficientNetV2 with Transfer Learning
  29 Oct 2024 0 repositories listed
• Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers
  29 Oct 2024 0 repositories listed
• Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting
  29 Oct 2024 0 repositories listed
• Carbon-Aware Computing for Data Centers with Probabilistic Performance Guarantees
  28 Oct 2024 0 repositories listed
• Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering
  28 Oct 2024 0 repositories listed
• Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning
  28 Oct 2024 0 repositories listed
• Quantum Reinforcement Learning-Based Two-Stage Unit Commitment Framework for Enhanced Power Systems Robustness
  28 Oct 2024 0 repositories listed
• Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns
  27 Oct 2024 0 repositories listed
• Optimal Hardening Strategy for Electricity-Hydrogen Networks with Hydrogen Leakage Risk Control against Extreme Weather
  27 Oct 2024 0 repositories listed
• Enhancing CNN Classification with Lamarckian Memetic Algorithms and Local Search
  26 Oct 2024 0 repositories listed
• GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction
  26 Oct 2024 0 repositories listed
• Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings
  26 Oct 2024 0 repositories listed
• Prompt Diffusion Robustifies Any-Modality Prompt Learning
  26 Oct 2024 0 repositories listed
• Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs
  25 Oct 2024 0 repositories listed
• LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data
  25 Oct 2024 0 repositories listed
• Multi-Agent Reinforcement Learning with Selective State-Space Models
  25 Oct 2024 0 repositories listed
• FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
  24 Oct 2024 0 repositories listed
• GeoLoRA: Geometric integration for parameter efficient fine-tuning
  24 Oct 2024 0 repositories listed
• Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification
  24 Oct 2024 0 repositories listed
• Taipan: Efficient and Expressive State Space Language Models with Selective Attention
  24 Oct 2024 0 repositories listed
• Automated Defect Detection and Grading of Piarom Dates Using Deep Learning
  23 Oct 2024 0 repositories listed
• ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference
  23 Oct 2024 0 repositories listed
• Exploring Tokenization Methods for Multitrack Sheet Music Generation
  23 Oct 2024 0 repositories listed
• RE-tune: Incremental Fine Tuning of Biomedical Vision-Language Models for Multi-label Chest X-ray Classification
  23 Oct 2024 0 repositories listed
• Dynamic Adaptive Rank Space Exploration for Efficient Sentiment Analysis with Large Language Models
  22 Oct 2024 0 repositories listed
• Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning
  22 Oct 2024 0 repositories listed
• A Kernelization-Based Approach to Nonparametric Binary Choice Models
  21 Oct 2024 0 repositories listed
• Learning-to-Defer for Extractive Question Answering
  21 Oct 2024 0 repositories listed
• LightFusionRec: Lightweight Transformers-Based Cross-Domain Recommendation Model
  21 Oct 2024 0 repositories listed
• MIK: Modified Isolation Kernel for Biological Sequence Visualization, Classification, and Clustering
  21 Oct 2024 0 repositories listed
• Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications
  21 Oct 2024 0 repositories listed
• DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership
  19 Oct 2024 0 repositories listed
• Wave (from) Polarized Light Learning (WPLL) method: high resolution spatio-temporal measurements of water surface waves in laboratory setups
  19 Oct 2024 0 repositories listed
• Advancing Physics Data Analysis through Machine Learning and Physics-Informed Neural Networks
  18 Oct 2024 0 repositories listed
• Combining Entropy and Matrix Nuclear Norm for Enhanced Evaluation of Language Models
  18 Oct 2024 0 repositories listed
• Learning to Control the Smoothness of Graph Convolutional Network Features
  18 Oct 2024 0 repositories listed
• TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
  18 Oct 2024 0 repositories listed
• Adaptive and oblivious statistical adversaries are equivalent
  17 Oct 2024 0 repositories listed
• DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition
  17 Oct 2024 0 repositories listed
• Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
  17 Oct 2024 0 repositories listed
• RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images
  17 Oct 2024 0 repositories listed
• Tensor Decomposition with Unaligned Observations
  17 Oct 2024 0 repositories listed
• The Latent Road to Atoms: Backmapping Coarse-grained Protein Structures with Latent Diffusion
  17 Oct 2024 0 repositories listed
• Consistency Calibration: Improving Uncertainty Calibration via Consistency among Perturbed Neighbors
  16 Oct 2024 0 repositories listed
• EPS-MoE: Expert Pipeline Scheduler for Cost-Efficient MoE Inference
  16 Oct 2024 0 repositories listed
• Expected Sliced Transport Plans
  16 Oct 2024 0 repositories listed
• The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph
  16 Oct 2024 0 repositories listed
• Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
  15 Oct 2024 0 repositories listed
• Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention
  15 Oct 2024 0 repositories listed
• OMCAT: Omni Context Aware Transformer
  15 Oct 2024 0 repositories listed
• Physical Informed-Inspired Deep Reinforcement Learning Based Bi-Level Programming for Microgrid Scheduling
  15 Oct 2024 0 repositories listed
• Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space
  15 Oct 2024 0 repositories listed
• Quadratic Gating Functions in Mixture of Experts: A Statistical Insight
  15 Oct 2024 0 repositories listed
• Rethinking Graph Transformer Architecture Design for Node Classification
  15 Oct 2024 0 repositories listed
• The Moral Case for Using Language Model Agents for Recommendation
  15 Oct 2024 0 repositories listed
• A few-shot Label Unlearning in Vertical Federated Learning
  14 Oct 2024 0 repositories listed
• Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
  14 Oct 2024 0 repositories listed
• Echo State Networks for Spatio-Temporal Area-Level Data
  14 Oct 2024 0 repositories listed
• fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data
  14 Oct 2024 0 repositories listed
• Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
  13 Oct 2024 0 repositories listed
• Generalized Group Data Attribution
  13 Oct 2024 0 repositories listed
• Large-scale Multi-objective Feature Selection: A Multi-phase Search Space Shrinking Approach
  13 Oct 2024 0 repositories listed
• WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
  13 Oct 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Real-time Monitoring of Lower Limb Movement Resistance Based on Deep Learning
  13 Oct 2024 0 repositories listed
• Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning
  13 Oct 2024 0 repositories listed
• Self-Data Distillation for Recovering Quality in Pruned Large Language Models
  13 Oct 2024 0 repositories listed
• Balancing Innovation and Privacy: Data Security Strategies in Natural Language Processing Applications
  11 Oct 2024 0 repositories listed
• On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation
  11 Oct 2024 0 repositories listed
• Optimal Downsampling for Imbalanced Classification with Generalized Linear Models
  11 Oct 2024 0 repositories listed
• Think Beyond Size: Adaptive Prompting for More Effective Reasoning
  10 Oct 2024 0 repositories listed
• DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
  9 Oct 2024 0 repositories listed
• Gridded Transformer Neural Processes for Large Unstructured Spatio-Temporal Data
  9 Oct 2024 0 repositories listed
• Learning Content-Aware Multi-Modal Joint Input Pruning via Bird's-Eye-View Representation
  9 Oct 2024 0 repositories listed
• Scalable Co-Clustering for Large-Scale Data through Dynamic Partitioning and Hierarchical Merging
  9 Oct 2024 0 repositories listed
• Accelerating the discovery of low-energy structure configurations: a computational approach that integrates first-principles calculations, Monte Carlo sampling, and Machine Learning
  8 Oct 2024 0 repositories listed
• Bayesian Estimation and Tuning-Free Rank Detection for Probability Mass Function Tensors
  8 Oct 2024 0 repositories listed
• FLOPS: Forward Learning with OPtimal Sampling
  8 Oct 2024 0 repositories listed
• Quantum-Inspired Portfolio Optimization In The QUBO Framework
  8 Oct 2024 0 repositories listed
• Diffusion Models in 3D Vision: A Survey
  7 Oct 2024 0 repositories listed
• GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA
  7 Oct 2024 0 repositories listed
• IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification
  7 Oct 2024 0 repositories listed
• SegINR: Segment-wise Implicit Neural Representation for Sequence Alignment in Neural Text-to-Speech
  7 Oct 2024 0 repositories listed
• SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning
  7 Oct 2024 0 repositories listed
• Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
  6 Oct 2024 0 repositories listed
• Spectral Densities, Structured Noise and Ensemble Averaging within Open Quantum Dynamics
  5 Oct 2024 0 repositories listed
• Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions
  4 Oct 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.