mlsanityData to 14 Oct 2026

Papers

New on arXiv

Sat 14 Feb 2026

180 papers

  1. ACE-Bench: A Lightweight Benchmark for Evaluating Azure SDK Usage CorrectnessLLM agents and tool use → Software engineering coding agents
  2. Pramana: Fine-Tuning Large Language Models for Epistemic Reasoning through Navya-NyayaLLM reasoning → Reasoning benchmarks and evaluation
  3. CEI: A Benchmark for Evaluating Pragmatic Reasoning in Language ModelsLLM reasoning → Reasoning benchmarks and evaluation
  4. Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?LLM agents and tool use → Medical and scientific domain agents
  5. Context-Dependent Affordance Reports in Vision-Language ModelsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
  6. DeepXiv-SDK: An Agentic Data Interface for Scientific LiteratureLLM agents and tool use → Web, search, and research agents
  7. From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout DesignLLM reasoning → Spatial and embodied reasoning
  8. Diagnosing Pathological Chain-of-Thought in Reasoning ModelsLLM reasoning → Prompting and chain-of-thought reasoning
  9. GSRM: Generative Speech Reward Model for Speech RLHFLLM alignment / RLHF / preference optimisation → Preference alignment for recommenders and RAG
  10. Evaluating Prompt Engineering Techniques for RAG in Small Language Models: A Multi-Hop QA ApproachRetrieval-augmented generation → RAG pipeline design and evaluation
  11. Mixture-of-experts Wishart model for covariance matrices with an application to Cancer drug screeningMixture-of-experts → MoE theory and gating functions
  12. Agentic Assistant for 6G: Turn-based Conversations for AI-RAN Hierarchical Co-ManagementLLM agents and tool use → Agentic AI for wireless networks
  13. Bridging the Multilingual Safety Divide: Efficient, Culturally-Aware Alignment for Global South LanguagesLLM alignment / RLHF / preference optimisation → Safety alignment and jailbreak attacks
  14. Enabling Option Learning in Sparse Rewards with Hindsight Experience ReplayDeep reinforcement learning methods → Deep RL algorithms and representations
  15. From Fluent to Verifiable: Claim-Level Auditability for Deep Research AgentsLLM agents and tool use → Web, search, and research agents
  16. PrivAct: Internalizing Contextual Privacy Preservation via Multi-Agent Preference TrainingLLM agents and tool use → Agent threats, guardrails and governance
  17. A Causal Diffusion Model for Video Reconstruction from Ultra-Low-Bitrate RepresentationsDiffusion models → Diffusion for compression and wireless
  18. Speculative Decoding with a Speculative VocabularyEfficient LLM inference and serving → Speculative decoding
  19. Beyond Words: Evaluating and Bridging Epistemic Divergence in User-Agent Interaction via Theory of MindLLM agents and tool use → General LLM agent frameworks and benchmarks
  20. A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep ResearchLLM agents and tool use → Web, search, and research agents
  21. Embed-RL: Reinforcement Learning for Reasoning-Driven Multimodal EmbeddingsLLM reasoning → Multimodal reasoning +1
  22. Pawsterior: Variational Flow Matching for Structured Simulation-Based InferenceDiffusion models → Flow matching, time series and science
  23. Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action GenerationDeep reinforcement learning methods → RL with diffusion and flow models
  24. An end-to-end agentic pipeline for smart contract translation and quality evaluationLLM agents and tool use → Agent threats, guardrails and governance
  25. AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented ReasoningLLM agents and tool use → Software engineering coding agents
  26. NeuroMambaLLM: Dynamic Graph Learning of fMRI Functional Connectivity in Autistic Brains Using Mamba and Language Model ReasoningLLM reasoning → Reasoning benchmarks and evaluation +1
  27. OR-Agent: Bridging Evolutionary Search and Structured Research for Automated Heuristic DesignLLM agents and tool use → General LLM agent frameworks and benchmarks
  28. MOTIF: Learning Action Motifs for Few-shot Cross-Embodiment TransferVision-language-action models → Human-video and latent-action pretraining
  29. OmniScience: A Large-scale Multi-modal Dataset for Scientific Image UnderstandingMultimodal LLMs / vision-language models → Chart understanding and anomaly detection
  30. OneLatent: Single-Token Compression for Visual Latent ReasoningLLM reasoning → Multimodal reasoning +1
  31. Compiling Large Multi-Modal Requirement Documents into Runnable Software Systems: From an Agentic Test-Driven PerspectiveLLM agents and tool use → Software engineering coding agents
  32. On Theoretically-Driven LLM Agents for Multi-Dimensional Discourse AnalysisLLM agents and tool use → Social simulation and multi-agent debate
  33. HBVLA: Pushing 1-Bit Post-Training Quantization for Vision-Language-Action ModelsVision-language-action models → Efficient VLA inference and adaptation
  34. ThunderAgent: A Simple, Fast and Program-Aware Agentic Inference SystemLLM agents and tool use → Software engineering coding agents +1
  35. PhGPO: Pheromone-Guided Policy Optimization for Long-Horizon Tool PlanningLLM agents and tool use → Reinforcement learning for LLM agents
  36. AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio ReasoningLLM reasoning → Audio-language model reasoning
  37. MAS-on-the-Fly: In-Context Structural Adaptation of LLM-Based Multi-Agent SystemsLLM agents and tool use → General LLM agent frameworks and benchmarks
  38. HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic TemplatingLLM agents and tool use → General LLM agent frameworks and benchmarks
  39. LeafNet: A Large-Scale Dataset and Comprehensive Benchmark for Foundational Vision-Language Understanding of Plant DiseasesMultimodal LLMs / vision-language models → Agricultural vision-language models
  40. Building Autonomous GUI Navigation via Agentic-Q Estimation and Step-Wise Policy OptimizationLLM agents and tool use → GUI and mobile agents
  41. KorMedMCQA-V: A Multimodal Benchmark for Evaluating Vision-Language Models on the Korean Medical Licensing ExaminationMultimodal LLMs / vision-language models → Medical vision-language models
  42. SF-RAG: Structure-Fidelity Retrieval-Augmented Generation for Academic Question AnsweringRetrieval-augmented generation → RAG robustness and adaptive retrieval
  43. Guided Collaboration in Heterogeneous LLM-Based Multi-Agent Systems via Entropy-Based Understanding Assessment and Experience RetrievalLLM reasoning → Reasoning for agents, planning and code +1
  44. DCDM: Divide-and-Conquer Diffusion Models for Consistency-Preserving Video GenerationDiffusion models → Video generation
  45. GEMs: Breaking the Long-Sequence Barrier in Generative Recommendation with a Multi-Stream DecoderLLM reasoning → LLM reasoning for recommendation
  46. The Shadow Boss: Identifying Atomized Manipulations in Agentic Employment of XR Users using Scenario ConstructionsLLM agents and tool use → General LLM agent frameworks and benchmarks
  47. DiffusionRollout: Uncertainty-Aware Rollout Planning in Long-Horizon PDE SolvingDiffusion models → Flow matching, time series and science
  48. Towards Sparse Video Understanding and ReasoningLLM reasoning → Multimodal reasoning
  49. SAVAA: Mitigating Hallucinations in LVLMs via Step-wise Adaptive Visual Attention AmplificationMultimodal LLMs / vision-language models → Hallucination mitigation in LVLMs
  50. AlignSentinel: Alignment-Aware Detection of Prompt Injection AttacksLLM safety and security → Prompt injection and agent security
  51. The Quantization Trap: Breaking Linear Scaling Laws in Multi-Hop ReasoningLLM reasoning → Test-time compute and efficient thinking
  52. Hippocampus: An Efficient and Scalable Memory Module for Agentic AILLM agents and tool use → Agent memory systems
  53. AgentRob: From Virtual Forum Agents to Hijacked Physical RobotsLLM agents and tool use → General LLM agent frameworks and benchmarks
  54. Diff-Aid: Inference-time Adaptive Interaction Denoising for Rectified Text-to-Image GenerationDiffusion models → Image generation, text-to-image and editing
  55. Rubrics as an Attack Surface: Stealthy Preference Drift in LLM JudgesLLM alignment / RLHF / preference optimisation → Human values and AI feedback alignment
  56. Elo-Evolve: A Co-evolutionary Framework for Language Model AlignmentLLM alignment / RLHF / preference optimisation → LLM preference optimization methods
  57. Execution-State-Aware LLM Reasoning for Automated Proof-of-Vulnerability GenerationLLM reasoning → Reasoning for agents, planning and code
  58. LLM-Confidence Reranker: A Training-Free Approach for Enhancing Retrieval-Augmented Generation SystemsRetrieval-augmented generation → Generation and context integration
  59. DistillLens: Symmetric Knowledge Distillation Through Logit LensMechanistic interpretability → Steering and interpreting LLM reasoning +1
  60. Mitigating the Safety-utility Trade-off in LLM Alignment via Adaptive Safe Context LearningLLM reasoning → Reasoning for agents, planning and code +2
  61. OpAgent: Operator Agent for Web NavigationLLM agents and tool use → Web, search, and research agents +1
  62. Small Reward Models via Backward InferenceLLM alignment / RLHF / preference optimisation → Reward modeling and RLHF
  63. AISA: Awakening Intrinsic Safety Awareness in Large Language Models against Jailbreak AttacksLLM safety and security → Jailbreaking
  64. LiveNewsBench: Evaluating LLM Web Search Capabilities with Freshly Curated NewsLLM agents and tool use → Web, search, and research agents
  65. LCM: Lossless Context Management
  66. Evaluating Adjective-Noun Compositionality in LLMs: Functional vs Representational Perspectives
  67. TAMUSA-Chat: A Domain-Adapted Large Language Model Conversational System for Research and Responsible Deployment
  68. PoultryLeX-Net: Domain-Adaptive Dual-Stream Transformer Architecture for Large-Scale Poultry Stakeholder Modeling
  69. Machine Learning for Complex Systems Dynamics: Detecting Bifurcations in Dynamical Systems with Deep Neural Networks
  70. Arapai: An Offline-First LLM Architecture for Adaptive Learning in Low-Connectivity Environments
  71. Linguistic Uncertainty and Engagement in Arabic-Language X (formerly Twitter) Discourse
  72. An Adaptive Multichain Blockchain: A Multiobjective Optimization Approach
  73. RDBLearn: Simple In-Context Prediction Over Relational Databases
  74. On the Dynamics of Observation and Semantics
  75. Detecting Deepfakes with Multivariate Soft Blending and CLIP-based Image-Text Alignment
  76. Attention-gated U-Net model for semantic segmentation of brain tumors and feature extraction for survival prognosis
  77. MamaDino: A Hybrid Vision Model for Breast Cancer 3-Year Risk Prediction
  78. voice2mode: Phonation Mode Classification in Singing using Self-Supervised Speech Models
  79. GREPO: A Benchmark for Graph Neural Networks on Repository-Level Bug Localization
  80. A Comparative Analysis of Social Network Topology in Reddit and Moltbook
  81. Common Knowledge Always, Forever
  82. Sufficient Conditions for Stability of Minimum-Norm Interpolating Deep ReLU Networks
  83. High-fidelity 3D reconstruction for planetary exploration
  84. How Accurately Can a Gaussian Approximate Stochastic Approximation Iterates?
  85. Pre-Editorial Normalization for Automatically Transcribed Medieval Manuscripts in Old French and Latin
  86. RPGD: RANSAC-P3P Gradient Descent for Extrinsic Calibration in 3D Human Pose Estimation
  87. Parameter-Efficient Fine-Tuning of DINOv2 for Large-Scale Font Classification
  88. Human-Aligned Evaluation of a Pixel-wise DNN Color Constancy Model
  89. VSAL: A Vision Solver with Adaptive Layouts for Graph Property Detection
  90. Ambient Physics: Training Neural PDE Solvers with Partial Observations
  91. Predicting fixed-sample test decisions enables anytime-valid inference
  92. Ensemble-Conditional Gaussian Processes (Ens-CGP): Representation, Geometry, and Inference
  93. ADAB: Arabic Dataset for Automated Politeness Benchmarking -- A Large-Scale Resource for Computational Sociopragmatics
  94. Evolving Multi-Channel Confidence-Aware Activation Functions for Missing Data with Channel Propagation
  95. Tutoring Large Language Models to be Domain-adaptive, Precise, and Safe
  96. Low-Pass Filtering Improves Behavioral Alignment of Vision Models
  97. sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
  98. Experimentation Accelerator: Interpretable Insights and Creative Recommendations for A/B Testing with Content-Aware ranking
  99. Evaluating LLM-Generated ACSL Annotations for Formal Verification
  100. Testing For Distribution Shifts with Conditional Conformal Test Martingales
All 180
  1. Physics constraints and response validation in discrete-time reduced-order modeling: from idealized turbulent systems to climate dynamics
  2. Cardiac Output Prediction from Echocardiograms: Self-Supervised Learning with Limited Data
  3. Synthetic Dataset Generation and Validation for Robotic Surgery Instrument Segmentation
  4. Automated Prediction of Paravalvular Regurgitation before Transcatheter Aortic Valve Implantation
  5. Prior-guided Hierarchical Instance-pixel Contrastive Learning for Ultrasound Speckle Noise Suppression
  6. VAR-3D: View-aware Auto-Regressive Model for Text-to-3D Generation via a 3D Tokenizer
  7. What happens when reviewers receive AI feedback in their reviews?
  8. The acquisition of English irregular inflections by Yemeni L1 Arabic learners: A Universal Grammar approach
  9. DTBench: A Synthetic Benchmark for Document-to-Table Extraction
  10. A Unified Physics-Informed Neural Network for Modeling Coupled Electro- and Elastodynamic Wave Propagation Using Three-Stage Loss Optimization
  11. Gaussian Sequences with Multi-Scale Dynamics for 4D Reconstruction from Monocular Casual Videos
  12. Fast Physics-Driven Untrained Network for Highly Nonlinear Inverse Scattering Problems
  13. Attention in Constant Time: Vashista Sparse Attention for Long-Context Decoding with Exponential Guarantees
  14. Cast-R1: Learning Tool-Augmented Sequential Decision Policies for Time Series Forecasting
  15. Joint Orientation and Weight Optimization for Robust Watertight Surface Reconstruction via Dirichlet-Regularized Winding Fields
  16. OMGs: A multi-agent system supporting MDT decision-making across the ovarian tumour care continuum
  17. StackingNet: Collective Inference Across Independent AI Foundation Models
  18. MechPert: Mechanistic Consensus as an Inductive Bias for Unseen Perturbation Prediction
  19. How Do Lexical Senses Correspond Between Spoken German and German Sign Language?
  20. Comparables XAI: Faithful Example-based AI Explanations with Counterfactual Trace Adjustments
  21. MEMTS: Internalizing Domain Knowledge via Parameterized Memory for Retrieval-Free Domain Adaptation of Time Series Foundation Models
  22. Foundation Model-Driven Semantic Change Detection in Remote Sensing Imagery
  23. Skeleton2Stage: Reward-Guided Fine-Tuning for Physically Plausible Dance Generation
  24. On Representation Redundancy in Large-Scale Instruction Tuning Data Selection
  25. Offline-Poly: A Polyhedral Framework For Offline 3D Multi-Object Tracking
  26. SAM4Dcap: Training-free Biomechanical Twin System from Monocular Video
  27. Discrete Double-Bracket Flows for Isotropic-Noise Invariant Eigendecomposition
  28. T2MBench: A Benchmark for Out-of-Distribution Text-to-Motion Generation
  29. RMPL: Relation-aware Multi-task Progressive Learning with Stage-wise Training for Multimedia Event Extraction
  30. Data-driven Bi-level Optimization of Thermal Power Systems with embedded Artificial Neural Networks
  31. Generative Latent Representations of 3D Brain MRI for Multi-Task Downstream Analysis in Down Syndrome
  32. Explore Intrinsic Geometry for Query-based Tiny and Oriented Object Detector with Momentum-based Bipartite Matching
  33. RGA-Net: A Vision Enhancement Framework for Robotic Surgical Systems Using Reciprocal Attention Mechanisms
  34. HybridFlow: A 2-NFE Generative Policy for Real-Time Robotic Manipulation
  35. Fine-tuned Vision Language Model for Localization of Parasitic Eggs in Microscopic Images
  36. Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation
  37. Pailitao-VL: Unified Embedding and Reranker for Real-Time Multi-Modal Industrial Search
  38. Metaphors' journeys across time and genre: tracking the evolution of literary metaphors with temporal embeddings
  39. Optimal Regret for Policy Optimization in Contextual Bandits
  40. Gradient-Stable Attention Heads Signal LLM Correctness
  41. No Need to Train Your RDB Foundation Model
  42. Can a Lightweight Automated AI Pipeline Solve Research-Level Mathematical Problems?
  43. A WDLoRA-Based Multimodal Generative Framework for Clinically Guided Corneal Confocal Microscopy Image Synthesis in Diabetic Neuropathy
  44. Physics Aware Neural Networks: Denoising for Magnetic Navigation
  45. Symmetry-Aware Fusion of Vision and Tactile Sensing via Bilateral Force Priors for Robotic Manipulation
  46. On the Sparsifiability of Correlation Clustering: Approximation Guarantees under Edge Sampling
  47. An Ensemble Learning Approach towards Waste Segmentation in Cluttered Environment
  48. AllMem: A Memory-centric Recipe for Efficient Long-context Modeling
  49. Transferable XAI: Relating Understanding Across Domains with Explanation Transfer
  50. LEAD-Drift: Real-time and Explainable Intent Drift Detection by Learning a Data-Driven Risk Score
  51. Advancing Analytic Class-Incremental Learning through Vision-Language Calibration
  52. EchoTorrent: Towards Swift, Sustained, and Streaming Multi-Modal Video Generation
  53. ALMo: Interactive Aim-Limit-Defined, Multi-Objective System for Personalized High-Dose-Rate Brachytherapy Treatment Planning and Visualization for Cervical Cancer
  54. Optimized Certainty Equivalent Risk-Controlling Prediction Sets
  55. Zero-Order Optimization for LLM Fine-Tuning via Learnable Direction Sampling
  56. Optimizing Point-of-Care Ultrasound Video Acquisition for Probabilistic Multi-Task Heart Failure Detection
  57. Cumulative Utility Parity for Fair Federated Learning under Intermittent Client Participation
  58. Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series
  59. Hierarchical Audio-Visual-Proprioceptive Fusion for Precise Robotic Manipulation
  60. Layer-Guided UAV Tracking: Enhancing Efficiency and Occlusion Robustness
  61. Optimization-Free Graph Embedding via Distributional Kernel for Community Detection
  62. A generalizable foundation model for intraoperative understanding across surgical procedures
  63. Benchmark Leakage Trap: Can We Trust LLM-based Recommendation?
  64. Anthropomorphism on Risk Perception: The Role of Trust and Domain Knowledge in Decision-Support AI
  65. Locally Private Parametric Methods for Change-Point Detection
  66. From What to How: Bridging User Requirements with Software Development Using Large Language Models
  67. Multi-Modal Sensing and Fusion in mmWave Beamforming for Connected Vehicles: A Transformer Based Framework
  68. Two-Stream Interactive Joint Learning of Scene Parsing and Geometric Vision Tasks
  69. A First Proof Sprint
  70. Interpretable clustering via optimal multi-way decision trees
  71. Differentiable Rule Induction from Raw Sequence Inputs
  72. Who Do LLMs Trust? Human Experts Matter More Than Other LLMs
  73. Scenario-Adaptive MU-MIMO OFDM Semantic Communication With Asymmetric Neural Network
  74. Discrete-Space Generative AI Pipeline for Semantic Transmission of Signals
  75. Privacy-Concealing Cooperative Perception for BEV Scene Segmentation
  76. Out-of-Support Generalisation via Weight-Space Sequence Modelling
  77. Nighttime Autonomous Driving Scene Reconstruction with Physically-Based Gaussian Splatting
  78. On Calibration of Large Language Models: From Response To Capability
  79. Fast Swap-Based Element Selection for Multiplication-Free Dimension Reduction
  80. QuaRK: A Quantum Reservoir Kernel for Time Series Learning