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Toward Unified Multimodal Representation Learning for Autonomous DrivingTexas A&M University
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What Do AI Agents Talk About? Emergent Communication Structure in the First AI-Only Social NetworkKent State University, New Jersey Institute of Technology
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CCR-Bench: A Comprehensive Benchmark for Evaluating LLMs on Complex Constraints, Control Flows, and Real-World CasesJiutian Artificial Intelligence Research Institute
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Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model InferenceMassachusetts Institute of Technology, Microsoft Research
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VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?
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Structure and Progress Aware Diffusion for Medical Image SegmentationAnhui University
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Visualizing Coalition Formation: From Hedonic Games to Image SegmentationUniversidade Federal do Rio de Janeiro
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A Lightweight Traffic Map for Efficient Anytime LaCAM*Monash University
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Revisiting Sharpness-Aware Minimization: A More Faithful and Effective ImplementationShanghai University of Finance and Economics
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Designing probabilistic AI monsoon forecasts to inform agricultural decision-makingLawrence Berkeley National Laboratory, University of California, Berkeley, University of Chicago
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MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation ModelsLG AI Research
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SMGI: A Structural Theory of General Artificial IntelligenceInstitut National des Sciences Appliquées Rouen
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LeJOT-AutoML: LLM-Driven Feature Engineering for Job Execution Time Prediction in Databricks Cost Optimization
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Revisiting Unknowns: Towards Effective and Efficient Open-Set Active LearningNanjing University of Aeronautics and Astronautics
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Bayesian Transformer for Probabilistic Load Forecasting in Smart GridsO&M Analytics, AES Clean Energ, Pabna University of Science and Technology
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EveryQuery: Zero-Shot Clinical Prediction via Task-Conditioned Pretraining over Electronic Health RecordsBiomedical Informatics, Columbia, Harvard Medical School, Harvard-MIT Health Sciences and Technology
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NaviDriveVLM: Decoupling High-Level Reasoning and Motion Planning for Autonomous DrivingTexas A&M University
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DyQ-VLA: Temporal-Dynamic-Aware Quantization for Embodied Vision-Language-Action ModelsBeijing Normal University, Peking University, South China University of Technology
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Long-Short Term Agents for Pure-Vision Bronchoscopy Robotic AutonomyShanghai Chest Hospital, Shanghai Jiao Tong University
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Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image RecognitionCity University of Hong Kong, Harbin Institute of Technology, Nanyang Technological University
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Geometric Transformation-Embedded Mamba for Learned Video CompressionXi'an Jiaotong University
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Ares: Adaptive Reasoning Effort Selection for Efficient LLM AgentsCenter for Advanced AI, Accenture, University of California, Santa Barbara
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Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational DatabasesCentral South University, National Super Computing Center, School of Information and Communication Technology, The Hong Kong Polytechnic University
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Enhancing Unregistered Hyperspectral Image Super-Resolution via Unmixing-based Abundance Fusion LearningBeijing Institute of Technology, Hangzhou Dianzi University
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RLPR: Radar-to-LiDAR Place Recognition via Two-Stage Asymmetric Cross-Modal Alignment for Autonomous DrivingBeijing Institute of Technology, Shanghai Jiao Tong University
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Robust Transfer Learning with Side InformationUniversity of Central Florida
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Semantic Risk Scoring of Aggregated Metrics: An AI-Driven Approach for Healthcare Data GovernanceUniversity of Texas
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SPREAD: Subspace Representation Distillation for Lifelong Imitation LearningQueensland University of Technology, Robotics and Autonomous Systems Group
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IMSE: Intrinsic Mixture of Spectral Experts Fine-tuning for Test-Time Adaptation
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SWE-Fuse: Empowering Software Agents via Issue-free Trajectory Learning and Entropy-aware RLVR TrainingAnt Group, The Chinese University of Hong Kong
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A Hybrid Vision Transformer Approach for Mathematical Expression RecognitionVietnam National University Ho Chi Minh City, Viettel Cyberspace Center
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BRIDGE: Benchmark for multi-hop Reasoning In long multimodal Documents with Grounded EvidenceThe University of Melbourne, The University of Western Australia
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Text to Automata Diagrams: Comparing TikZ Code Generation with Direct Image SynthesisMarshall University, West Virginia State University
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$L^3$:Scene-agnostic Visual Localization in the WildHunan University
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AI Agents, Language, Deep Learning and the Next Revolution in ScienceUniversity of Chinese Academy of Sciences, University of the Witwatersrand
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ELLMob: Event-Driven Human Mobility Generation with Self-Aligned LLM FrameworkInstitute of Science Tokyo, The University of Osaka, The University of Tokyo
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VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision TransformerNational University of Defense Technology, School of Artificial Intelligence, Anhui University, State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, Anhui University
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RL unknotter, hard unknots and unknotting numberAustralian Research Council, Neapolis University Pafos, The University of Sydney
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PSTNet: Physically-Structured Turbulence NetworkHong Kong University of Science and Technology, University of Technology Sydney
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SGG-R$^{\rm 3}$: From Next-Token Prediction to End-to-End Unbiased Scene Graph GenerationBeijing University of Posts and Telecommunications, Peking University
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Local Constrained Bayesian OptimizationChinese Academy of Sciences, National University of Singapore
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Listening with the Eyes: Benchmarking Egocentric Co-Speech Grounding across Space and TimeBeijing Jiaotong University, Foundation Model Research Center, Institute of Automation, Chinese Academy of Science, Harbin Institute of Technology, Hong Kong University of Science and Technology, Tencent Robotics X
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Advancing Automated Algorithm Design via Evolutionary Stagewise Design with LLMsHuawei Noah’s Ark Lab, Nanjing University
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Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual LearningUniversity of Southern California
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VORL-EXPLORE: A Hybrid Learning Planning Approach to Multi-Robot Exploration in Dynamic EnvironmentsKarlsruhe Institute of Technology, Nanjing University, The Chinese University of Hong Kong, The University of Western Australia
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Scaling Machine Learning Interatomic Potentials with Mixtures of ExpertsDP Technology / AI for Science Institute, National Key Laboratory of Computational Physics, Institute of Applied Physics and Computational Mathematics, Peking University
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OSExpert: Computer-Use Agents Learning Professional Skills via ExplorationStevens Institute of Technology, University of Illinois Urbana-Champaign
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Emergence is Overrated: AGI as an Archipelago of ExpertsAustralian National University, Machine Intelligence and Normative Theory Lab, Research School of Social Sciences
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Extend Your Horizon: A Device-Agnostic Surgical Tool Tracking Framework with Multi-View Optimization for Augmented RealityJohns Hopkins University, University of Arkansas
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On the Feasibility and Opportunity of Autoregressive 3D Object DetectionBoston University, Cornell University, Stanford University, The Ohio State University
