Mini toolsPapers
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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
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TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size
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AutoTraces: Autoregressive Trajectory Forecasting via Multimodal Large Language ModelsSoutheast University
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MJ1: Multimodal Judgment via Grounded VerificationHaize Labs
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CMMR-VLN: Vision-and-Language Navigation via Continual Multimodal Memory RetrievalBeihang University, Northeastern University
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Aero-Promptness: Drag-Aware Aerodynamic Manipulability for Propeller-driven VehiclesSapienza University of Rome, University of Twente
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SmartThinker: Progressive Chain-of-Thought Length Calibration for Efficient Large Language Model ReasoningBeihang University, Shanghai Jiao Tong University
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Amortizing Maximum Inner Product Search with Learned Support Functions
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ViSA-Enhanced Aerial VLN: A Visual-Spatial Reasoning Enhanced Framework for Aerial Vision-Language Navigation
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It's Time to Get It Right: Improving Analog Clock Reading and Clock-Hand Spatial Reasoning in Vision-Language ModelsIncheon National University, McGill University
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PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation AgentsHuawei Research, Multimedia Laboratory at The Chinese University of Hong Kong, Nankai University
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FedMomentum: Preserving LoRA Training Momentum in Federated Fine-TuningPurdue University, Queen’s University Belfast, Rice University, Shanghai Jiao Tong University, Stevens Institute of Technology
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Alignment-Process-Outcome: Rethinking How AIs and Humans CollaborateGeorge Mason University, Hong Kong University of Science and Technology, Simon Fraser University
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Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing InfraredHefei University of Technology, Kunming University of Science and Technology
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VSDiffusion: Taming Ill-Posed Shadow Generation via Visibility-Constrained DiffusionEast China University of Science and Technology
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AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp SynthesisShanghai Engineering Research Center of Intelligent Vision and Imaging, ShanghaiTech University, University of Science and Technology of China
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Capacity-Aware Mixture Law Enables Efficient LLM Data OptimizationShanghai Qizhi Institute, Tsinghua University
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Not Like Transformers: Drop the Beat Representation for Dance Generation with Mamba-Based Diffusion ModelDaegu Gyeongbuk Institute of Science and Technology, Ulsan National Institute of Science and Technology
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ConflictBench: Evaluating Human-AI Conflict via Interactive and Visually Grounded Environments
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DyLLM: Efficient Diffusion LLM Inference via Saliency-based Token Selection and Partial AttentionSeoul National University
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Controllable Complex Human Motion Video Generation via Text-to-Skeleton CascadesMunich Center for Machine Learning, Murdoch University, Technical University of Munich, The University of Western Australia
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QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image RestorationDuke University, École Polytechnique Fédérale de Lausanne, National University of Singapore, Sun Yat-sen University, Tsinghua University
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GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous VariablesEast China Normal University
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Solution to the 10th ABAW Expression Recognition Challenge: A Robust Multimodal Framework with Safe Cross-Attention and Modality Dropout
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CDRRM: Contrast-Driven Rubric Generation for Reliable and Interpretable Reward Modeling
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S2S-FDD: Bridging Industrial Time Series and Natural Language for Explainable Zero-shot Fault DiagnosisZhejiang University
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Examining the Role of YouTube Production and Consumption Dynamics on the Formation of Extreme IdeologiesUniversity of Iowa
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Speed3R: Sparse Feed-forward 3D Reconstruction ModelsBaidu AMU, The University of Hong Kong
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See and Switch: Vision-Based Branching for Interactive Robot-Skill ProgrammingCzech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University
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Stabilized Fine-Tuning with LoRA in Federated Learning: Mitigating the Side Effect of Client Size and Rank via the Scaling FactorAgency for Science, Technology and Research, Singapore, Beijing University of Posts and Telecommunications
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ImageEdit-R1: Boosting Multi-Agent Image Editing via Reinforcement Learning
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Adversarial Domain Adaptation Enables Knowledge Transfer Across Heterogeneous RNA-Seq DatasetsIBISC Laboratory, University Evry, University Paris-Saclay
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Enhancing Cross-View UAV Geolocalization via LVLM-Driven Relational ModelingCity University of Hong Kong, Zhejiang University of Technology
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Evaluating Generative Models via One-Dimensional Code Distributions
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Deterministic Differentiable Structured Pruning for Large Language ModelsAnt Group, Tsinghua University
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In-Context Reinforcement Learning for Tool Use in Large Language ModelsNational University of Singapore, Salesforce AI Research, University of California, Berkeley, University of California, Santa Cruz
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Synthetic Defect Image Generation for Power Line Insulator Inspection Using Multimodal Large Language ModelsWayne State University
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AgentOS: From Application Silos to a Natural Language-Driven Data EcosystemArizona State University, Clemson University, Duke University, University of Kansas
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PlayWorld: Learning Robot World Models from Autonomous PlayPrinceton University
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AtomVLA: Scalable Post-Training for Robotic Manipulation via Predictive Latent World ModelsINFIFORCE Intelligent Technology / Huazhong University of Science and Technology, The University of Hong Kong, Tsinghua University
