mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sun 28 Dec 2025

148 papers

  1. Building AI Agents to Improve Job Referral Requests to StrangersLLM agents and tool use → General LLM agent frameworks and benchmarks
  2. Eliminating Agentic Workflow for Introduction Generation with Parametric Stage TokensLLM agents and tool use → Software engineering coding agents
  3. SciNets: Graph-Constrained Multi-Hop Reasoning for Scientific Literature SynthesisLLM reasoning → Knowledge- and tool-augmented reasoning
  4. Forgetting as a Feature: Cognitive Alignment of Large Language ModelsLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  5. Can Consumer Chatbots Reason? A Student-Led Field Experiment Embedded in an "AI-for-All" Undergraduate CourseLLM reasoning → Reasoning benchmarks and evaluation
  6. Value-guided action planning with JEPA world modelsWorld models → Latent predictive world models
  7. Audited Skill-Graph Self-Improvement for Agentic LLMs via Verifiable Rewards, Experience Synthesis, and Continual MemoryLLM agents and tool use → Agent skill learning and evolution +1
  8. How Much Data Is Enough? Uniform Convergence Bounds for Generative & Vision-Language Models under Low-Dimensional StructureMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  9. A Note on Hybrid Online Reinforcement and Imitation Learning for LLMs: Formulations and AlgorithmsOffline RL and imitation learning from data → Language-conditioned policies and VLAs
  10. Benchmark Success, Clinical Failure: When Reinforcement Learning Optimizes for Benchmarks, Not PatientsLLM reasoning → Clinical and biomedical applications +1
  11. Embodied Learning of Reward for Musculoskeletal Control with Vision Language ModelsMultimodal LLMs / vision-language models → Embodied and 3D vision-language models
  12. Rethinking Fine-Tuning: Unlocking Hidden Capabilities in Vision-Language ModelsLLM reasoning → Multimodal reasoning +1
  13. FLEX-MoE: Federated Mixture-of-Experts with Load-balanced Expert Assignment for Edge ComputingMixture-of-experts → Federated mixture-of-experts
  14. Breaking the Memory Wall: Exact Analytical Differentiation via Tiled Operator-Space EvolutionState-space sequence models (S4, Mamba) → Core SSM architectures for language
  15. The Reward Model Selection Crisis in Personalized AlignmentLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
  16. Video-Browser: Towards Agentic Open-web Video BrowsingLLM agents and tool use → Multimodal and embodied agents
  17. Mechanistic Evidence for Preserved-but-Misaligned Representations in Non-IID FedAvgMechanistic interpretability → Sparse autoencoder training and evaluation
  18. Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint VerbalizationLLM reasoning → Prompting and chain-of-thought reasoning
  19. Viability and Performance of a Private LLM Server for SMBs: A Benchmark Analysis of Qwen3-30B on Consumer-Grade HardwareMixture-of-experts → Efficient MoE training and inference systems
  20. An Architecture-Led Hybrid Report on Body Language Detection ProjectMultimodal LLMs / vision-language models → Video understanding with MLLMs
  21. Reverse PersonalizationDiffusion models → Image generation, text-to-image and editing
  22. YOLO-IOD: Towards Real Time Incremental Object DetectionKnowledge distillation → Detection and dense prediction distillation
  23. Diversity or Precision? A Deep Dive into Next Token PredictionLLM reasoning → Reinforcement learning for reasoning
  24. APO: Alpha-Divergence Preference OptimizationLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  25. ColaVLA: Leveraging Cognitive Latent Reasoning for Hierarchical Parallel Trajectory Planning in Autonomous DrivingLLM reasoning → Chain-of-thought reasoning for driving +1
  26. Sat-EnQ: Satisficing Ensembles of Weak Q-Learners for Reliable and Compute-Efficient Reinforcement LearningDeep reinforcement learning methods → Deep RL algorithms and representations
  27. JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and GenerationMultimodal LLMs / vision-language models → Video understanding with MLLMs
  28. DECEPTICON: How Dark Patterns Manipulate Web AgentsLLM agents and tool use → Agent threats, guardrails and governance
  29. Agentic AI for Cyber Resilience: A New Security Paradigm and Its System-Theoretic FoundationsLLM agents and tool use → Agent threats, guardrails and governance
  30. Guided Path Sampling: Steering Diffusion Models Back on Track with Principled Path GuidanceDiffusion models → Diffusion foundations and sampling
  31. M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion ModelsDiffusion models → Robustness, privacy and adversarial aspects
  32. MUSON: A Reasoning-oriented Multimodal Dataset for Socially Compliant Navigation in Urban EnvironmentsLLM reasoning → Spatial and embodied reasoning
  33. AutoForge: Automated Environment Synthesis for Agentic Reinforcement LearningLLM agents and tool use → Reinforcement learning for LLM agents
  34. TEACH: Temporal Variance-Driven Curriculum for Reinforcement LearningDeep reinforcement learning methods → Deep RL algorithms and representations
  35. ReDiF: Reinforced Distillation for Few Step DiffusionDiffusion models → Diffusion foundations and sampling +1
  36. Parallel Diffusion Solver via Residual Dirichlet Policy OptimizationDiffusion models → Diffusion foundations and sampling
  37. ChatGraPhT: A Visual Conversation Interface for Multi-Path Reflection with Agentic LLM SupportLLM agents and tool use → General LLM agent frameworks and benchmarks
  38. Neighbor-Aware Token Reduction via Hilbert Curve for Vision TransformersEfficient LLM inference and serving → Token pruning and merging for ViTs
  39. Active Constraint Learning in High Dimensions from DemonstrationsOffline RL and imitation learning from data → Robot learning from demonstration
  40. TrimTokenator-LC: Towards Adaptive Visual Token Pruning for Large Multimodal Models with Long ContextsMultimodal LLMs / vision-language models → Visual token pruning and efficiency +1
  41. Text-Routed Sparse Mixture-of-Experts Model with Explanation and Temporal Alignment for Multi-Modal Sentiment AnalysisMixture-of-experts → Multimodal MoE models
  42. WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast InferenceDiffusion models → Discrete and text diffusion
  43. FoldAct: Efficient and Stable Context Folding for Long-Horizon Search AgentsLLM agents and tool use → Agent memory systems
  44. Explaining AI Without Code: A User Study on Explainable AI
  45. Clinical Document Metadata Extraction: A Scoping Review
  46. Enhancing Business Analytics through Hybrid Summarization of Financial Reports
  47. Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation
  48. TEAS: Trusted Educational AI Standard: A Framework for Verifiable, Stable, Auditable, and Pedagogically Sound Learning Systems
  49. Enabling Long FFT Convolutions on Memory-Constrained FPGAs via Chunking
  50. Channel Selected Stratified Nested Cross Validation for Clinically Relevant EEG Based Parkinsons Disease Detection
  51. On the use of case estimate and transactional payment data in neural networks for individual loss reserving
  52. MixRx: Predicting Drug Combination Interactions with LLMs
  53. OmniNeuro: A Multimodal HCI Framework for Explainable BCI Feedback via Generative AI and Sonification
  54. RGS-SLAM: Robust Gaussian Splatting SLAM with One-Shot Dense Initialization
  55. Neural Optimal Design of Experiment for Inverse Problems
  56. Drift-Based Dataset Stability Benchmark
  57. Learning Coupled System Dynamics under Incomplete Physical Constraints and Missing Data
  58. Osmotic Learning: A Self-Supervised Paradigm for Decentralized Contextual Data Representation
  59. MedSAM-based lung masking for multi-label chest X-ray classification
  60. Dynamic Vocabulary Pruning: Stable LLM-RL by Taming the Tail
  61. QSAR-Guided Generative Framework for the Discovery of Synthetically Viable Odorants
  62. Deep Learning for Art Market Valuation
  63. Multimodal Functional Maximum Correlation for Emotion Recognition
  64. Trust Region Masking for Long-Horizon LLM Reinforcement Learning
  65. Federated Learning With L0 Constraint Via Probabilistic Gates For Sparsity
  66. TabiBERT: A Large-Scale ModernBERT Foundation Model and A Unified Benchmark for Turkish
  67. PI-MFM: Physics-informed multimodal foundation model for solving partial differential equations
  68. Accelerating Language Model Workflows with Prompt Choreography
  69. 3D sans 3D Scans: Scalable Pre-training from Video-Generated Point Clouds
  70. Problems With Large Language Models for Learner Modelling: Why LLMs Alone Fall Short for Responsible Tutoring in K--12 Education
  71. Toward Stable Semi-Supervised Remote Sensing Segmentation via Co-Guidance and Co-Fusion
  72. Interpretable Gallbladder Ultrasound Diagnosis: A Lightweight Web-Mobile Software Platform with Real-Time XAI
  73. LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models
  74. With Great Context Comes Great Prediction Power: Classifying Objects via Geo-Semantic Scene Graphs
  75. OpenGround: Planning-based Online Perception for Open-World 3D Visual Grounding
  76. Merge before Forget: A Single LoRA Continual Learning via Continual Merging
  77. Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping
  78. JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference
  79. Fusion or Confusion? Multimodal Complexity Is Not All You Need
  80. A Low-Cost UAV Deep Learning Pipeline for Integrated Apple Disease Diagnosis,Freshness Assessment, and Fruit Detection
  81. Risk-Averse Learning with Varying Risk Levels
  82. Spatial-aware Symmetric Alignment for Text-guided Medical Image Segmentation
  83. PoseStreamer: A Multi-modal Framework for 3D Tracking of Unseen Moving Objects
  84. A Context-Aware Temporal Modeling through Unified Multi-Scale Temporal Encoding and Hierarchical Sequence Learning for Single-Channel EEG Sleep Staging
  85. RealCamo: Boosting Real Camouflage Synthesis with Layout Controls and Textual-Visual Guidance
  86. Wavelet-based Multi-View Fusion of 4D Radar Tensor and Camera for Robust 3D Object Detection
  87. CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
  88. Prompt engineering does not universally improve Large Language Model performance across clinical decision-making tasks
  89. Deep Learning for the Multiple Optimal Stopping Problem
  90. FLOW: A Feedback-Driven Synthetic Longitudinal Dataset of Work and Wellbeing
  91. Learning Where to Focus: Density-Driven Guidance for Detecting Dense Tiny Objects
  92. Multiple Token Divergence: Measuring and Steering In-Context Computation Density
  93. Heterogeneity in Multi-Agent Reinforcement Learning
  94. RW-Post: Auditable Evidence-Grounded Multimodal Fact-Checking in the Wild
  95. Geometric Structural Knowledge Graph Foundation Model
  96. A first-order method for nonconvex-strongly-concave constrained minimax optimization
  97. MetaCD: A Meta Learning Framework for Cognitive Diagnosis based on Continual Learning
  98. Debugging Tabular Log as Dynamic Graphs
  99. A Neural Network-Based Real-time Casing Collar Recognition System for Downhole Instruments
  100. HiSciBench: A Hierarchical Multi-disciplinary Benchmark for Scientific Intelligence from Reading to Discovery
All 148
  1. Federated Multi-Task Clustering
  2. SAMP-HDRL: Segmented Allocation with Momentum-Adjusted Utility for Multi-agent Portfolio Management via Hierarchical Deep Reinforcement Learning
  3. Theory and Algorithms for Learning with Multi-Class Abstention and Multi-Expert Deferral
  4. Hash Grid Feature Pruning
  5. Fundamental Novel Consistency Theory: H-Consistency Bounds
  6. SwinTF3D: A Lightweight Multimodal Fusion Approach for Text-Guided 3D Medical Image Segmentation
  7. Reinforcement Networks: novel framework for collaborative Multi-Agent Reinforcement Learning tasks
  8. Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples
  9. Lamps: Learning Anatomy from Multiple Perspectives via Self-supervision in Chest Radiographs
  10. The body is not there to compute: Comment on "Informational embodiment: Computational role of information structure in codes and robots" by Pitti et al
  11. Adaptive Trust Consensus for Blockchain IoT: Comparing RL, DRL, and MARL Against Naive, Collusive, Adaptive, Byzantine, and Sleeper Attacks
  12. A Rapid GeoSAM-Based Workflow for Multi-Temporal Glacier Delineation: Case Study from Svalbard
  13. ByteLoom: Weaving Geometry-Consistent Human-Object Interactions through Progressive Curriculum Learning
  14. Causal-Policy Forest for End-to-End Policy Learning
  15. A Minimal Solver for Relative Pose Estimation with Unknown Focal Length from Two Affine Correspondences
  16. 3D Scene Change Modeling With Consistent Multi-View Aggregation
  17. FasterPy: An LLM-based Code Execution Efficiency Optimization Framework
  18. NepEMO: A Multi-Label Emotion and Sentiment Analysis on Nepali Reddit with Linguistic Insights and Temporal Trends
  19. KANO: Kolmogorov-Arnold Neural Operator for Image Super-Resolution
  20. Depth Anything in 360^circ: Towards Scale Invariance in the Wild
  21. Long-Range Distillation: Distilling 10,000 Years of Simulated Climate into Long Timestep AI Weather Models
  22. EgoReAct: Egocentric Video-Driven 3D Human Reaction Generation
  23. MoR: Mixture Of Representations For Mixed-Precision Training
  24. Evaluating the Performance of Open-Vocabulary Object Detection in Low-quality Image
  25. Medical Scene Reconstruction and Segmentation based on 3D Gaussian Representation
  26. VPTracker: Global Vision-Language Tracking via Visual Prompt
  27. CNSight: Evaluation of Clinical Note Segmentation Tools
  28. Reach-Avoid Differential game with Reachability Analysis for UAVs: A decomposition approach
  29. A Universal and Robust Framework for Multiple Gas Recognition Based-on Spherical Normalization-Coupled Mahalanobis Algorithm
  30. Discovering Transmission Dynamics of COVID-19 in China
  31. Nonlinear Dynamical Modeling of Human Intracranial Brain Activity with Flexible Inference
  32. Plug In, Grade Right: Psychology-Inspired AGIQA
  33. Fake News Classification in Urdu: A Domain Adaptation Approach for a Low-Resource Language
  34. Adapting, Fast and Slow: On Few-Shot Transportability of Compositions
  35. Schrodinger AI: A Unified Spectral-Dynamical Framework for Classification, Reasoning, and Operator-Based Generalization
  36. GRExplainer: A Universal Explanation Method for Temporal Graph Neural Networks
  37. Next Best View Selections for Semantic and Dynamic 3D Gaussian Splatting
  38. Understanding the Mechanisms of Fast Hyperparameter Transfer
  39. SwinCCIR: An end-to-end deep network for Compton camera imaging reconstruction
  40. A Micro-Macro Machine Learning Framework for Predicting Childhood Obesity Risk Using NHANES and Environmental Determinants
  41. From Confounding to Learning: Dynamic Service Fee Pricing on Third-Party Platforms
  42. Split4D: Decomposed 4D Scene Reconstruction Without Video Segmentation
  43. Bridging Global Intent with Local Details: A Hierarchical Representation Approach for Semantic Validation in Text-to-SQL
  44. Robust LLM-based Column Type Annotation via Prompt Augmentation with LoRA Tuning
  45. Multi-Task Learning for Metal Alloy Property Prediction: An Empirical Study of Negative Transfer and Mitigation Strategies
  46. Harnessing Large Language Models for Biomedical Named Entity Recognition
  47. Data Augmentation for Classification of Negative Pregnancy Outcomes in Imbalanced Data
  48. Improved cystic hygroma detection from prenatal imaging using ultrasound-specific self-supervised representation learning