Papers
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Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine LearningGeorge Mason University, University of North Carolina at Chapel Hill
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SCALAR: Learning and Composing Skills through LLM Guided Symbolic Planning and Deep RL GroundingCarnegie Mellon University, Virginia Tech
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WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention FusionCommonwealth Scientific and Industrial Research Organisation, Griffith University, La Trobe University
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The Epistemic Support-Point Filter: Jaynesian Maximum Entropy Meets Popperian FalsificationBlack Swan Research Group, University of Texas
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Time, Identity and Consciousness in Language Model AgentsAustralian National University, University of Technology Sydney
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FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource IsolationShanghai Jiao Tong University
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EPOCH: An Agentic Protocol for Multi-Round System Optimization
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From Days to Minutes: An Autonomous AI Agent Achieves Reliable Clinical Triage in Remote Patient MonitoringStanford University, Washington University
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Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative PerturbationArizona State University, Clemson University, Drexel University, NEC Laboratories America, Royal Melbourne Institute of Technology, University of Kansas
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Spectral-Structured Diffusion for Single-Image Rain RemovalStony Brook University
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Streaming Autoregressive Video Generation via Diagonal DistillationJohns Hopkins University, South China University of Technology, The Chinese University of Hong Kong, University of California, Westlake University
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Reviving ConvNeXt for Efficient Convolutional Diffusion ModelsSwiss Federal Institute of Technology in Zurich, University of Pisa
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Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable RewardsUniversity of Chinese Academy of Sciences
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TiPToP: A Modular Open-Vocabulary Planning System for Robotic ManipulationMIT Computer Science and Artificial Intelligence Laboratory, University of Pennsylvania
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ReCoSplat: Autoregressive Feed-Forward Gaussian Splatting Using Render-and-CompareNVIDIA / Hong Kong University of Science and Technology, Shanghai Jiao Tong University, Swiss Federal Institute of Technology in Zurich, University of California, Merced
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Towards a Neural Debugger for Python
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ZeroWBC: Learning Natural Visuomotor Humanoid Control Directly from Human Egocentric VideoTeleAI / Northwestern Polytechnical University, Shanghai Jiao Tong University, Tsinghua University, University of Science and Technology of China
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On the Width Scaling of Neural Optimizers Under Matrix Operator Norms I: Row/Column Normalization and Hyperparameter TransferNorthwestern University, University of British Columbia, University of Chicago
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Reinforced Generation of Combinatorial Structures: Ramsey Numbers
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Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs
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MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data
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OpenClaw-RL: Train Any Agent Simply by TalkingPrinceton University
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InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and EditingFudan University, Nanjing University, Shanghai AI Lab, Shanghai Jiao Tong University, South China University of Technology, The Chinese University of Hong Kong Multimedia Laboratory, Tsinghua University, University of Science and Technology of China, Xiamen University
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Reward Prediction with Factorized World StatesEast China Normal University, Hong Kong University of Science and Technology
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Hybrid Quantum-Classical Encoding for Accurate Residue-Level pKa Prediction
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Hybrid Quantum Neural Network for Multivariate Clinical Time Series ForecastingUmeå University, Università Campus Bio-Medico di Roma, University of Genoa
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TALON: Test-time Adaptive Learning for On-the-Fly Category DiscoveryBeijing Jiaotong University, China Agricultural University, Concordia University, Fudan University, University of Toronto
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Tiny Autoregressive Recursive ModelsUniversity of Cambridge
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High-Fidelity Pruning for Large Language ModelsCentral South University
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From Reactive to Map-Based AI: Tuned Local LLMs for Semantic Zone Inference in Object-Goal NavigationUniversity of Fukui
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EAGLE-Pangu: Accelerator-Safe Tree Speculative Decoding on Ascend NPUsChongqing University
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DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
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Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing OptimizationHarbin Institute of Technology
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DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning
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TrianguLang: Geometry-Aware Semantic Consensus for Pose-Free 3D LocalizationCase Western Reserve University
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Adaptive MLP Pruning for Large Vision TransformersCentral South University
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Invisible Safety Threat: Malicious Finetuning for LLM via SteganographyNational University of Singapore
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Tau-BNO: Brain Neural Operator for Tau Transport ModelHangzhou Normal University, Northeastern University, University of California, Wake Forest University
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SAMoE-VLA: A Scene Adaptive Mixture-of-Experts Vision-Language-Action Model for Autonomous DrivingHuazhong University of Science and Technology, Southeast University, Tsinghua University, University of Science and Technology Beijing, University of Science and Technology of China
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UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking
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Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive WeightingTencent / City University of Hong Kong, Hong Kong University of Science and Technology, University of Chicago
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SaiVLA-0: Cerebrum--Pons--Cerebellum Tripartite Architecture for Compute-Aware Vision-Language-Action
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Ramsa: A Large Sociolinguistically Rich Emirati Arabic Speech Corpus for ASR and TTSUniversity of Sharjah
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Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows
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EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery
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TRIAGE: Type-Routed Interventions via Aleatoric-Epistemic Gated Estimation in Robotic Manipulation and Adaptive Perception -- Don't Treat All Uncertainty the Same
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Explainable Condition Monitoring via Probabilistic Anomaly Detection Applied to Helicopter TransmissionsEindhoven University of Technology, Leonardo Labs, Politecnico di Milano
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UniGround: Universal 3D Visual Grounding via Training-Free Scene ParsingHong Kong University of Science and Technology, Shanghai Normal University
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Fast Low-light Enhancement and Deblurring for 3D Dark ScenesHong Kong University of Science and Technology, The Hong Kong Polytechnic University, University of Surrey
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VesselFusion: Diffusion Models for Vessel Centerline Extraction from 3D CT ImagesKyushu University
