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Cost-Driven Representation Learning for Linear Quadratic Gaussian Control: Part IIMassachusetts Institute of Technology, Technical University of Munich, University of Maryland
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Machine Learning for Stress Testing: Uncertainty Decomposition in Causal Panel PredictionCalifornia State University, Hong Kong University of Science and Technology
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DogWeave: High-Fidelity 3D Canine Reconstruction from a Single Image via Normal Fusion and Conditional InpaintingUniversity of Wisconsin-Madison
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Med-Evo: Test-time Self-evolution for Medical Multimodal Large Language ModelsThe Chinese University of Hong Kong
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HLER: Human-in-the-Loop Economic Research via Multi-Agent Pipelines for Empirical DiscoveryChina Agricultural University
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Few Tokens, Big Leverage: Preserving Safety Alignment by Constraining Safety Tokens during Fine-tuningCase Western Reserve University
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Discrete Tokenization Unlocks Transformers for Calibrated Tabular Forecasting
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Dial: A Knowledge-Grounded Dialect-Specific NL2SQL SystemHong Kong University of Science and Technology, Shanghai Jiao Tong University, Tsinghua University
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Backdoor4Good: Benchmarking Beneficial Uses of Backdoors in LLMsFudan University, Singapore Management University, The University of Melbourne
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SLNet: A Super-Lightweight Geometry-Adaptive Network for 3D Point Cloud RecognitionClemson University, Sirjan University of Technology
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Image Generation Models: A Technical History
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"Better Ask for Forgiveness than Permission": Practices and Policies of AI Disclosure in Freelance WorkEmory University, University of Southern California
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Where Do LLM-based Systems Break? A System-Level Security Framework for Risk Assessment and TreatmentNorthern Arizona University, Tallinn University of Technology
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The Dual-Stream Transformer: Channelized Architecture for Interpretable Language ModelingGeorgia Tech Research Institute
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Do Machines Fail Like Humans? A Human-Centred Out-of-Distribution Spectrum for Mapping Error AlignmentFudan University, The University of Osaka, University College London
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SIGMAE: A Spectral-Index-Guided Foundation Model for Multispectral Remote SensingHelmholtz-Zentrum Dresden-Rossendorf, Wuhan University, Wuhan University of Science and Technology
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Selective Transfer Learning of Cross-Modality Distillation for Monocular 3D Object DetectionXi'an Jiaotong University
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Classifying Novel 3D-Printed Objects without Retraining: Towards Post-Production Automation in Additive ManufacturingKU Leuven
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Trusting What You Cannot See: Auditable Fine-Tuning and Inference for Proprietary AIVirginia Tech, Washington University
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Probabilistic Inference and Learning with Stein's MethodUniversity of Texas
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FedEU: Evidential Uncertainty-Driven Federated Fine-Tuning of Vision Foundation Models for Remote Sensing Image SegmentationWuhan University, Wuhan University of Science and Technology
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Towards Lightweight Adaptation of Speech Enhancement Models in Real-World EnvironmentsETH Zurich
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Contact-Guided 3D Genome Structure Generation of E. coli via Diffusion TransformersThe University of Tokyo, University of Michigan, Waseda University
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Give Them an Inch and They Will Take a Mile:Understanding and Measuring Caller Identity Confusion in MCP-Based AI SystemsCity University of Hong Kong, Shandong University
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Cross-Modal Taxonomic Generalization in (Vision-) Language ModelsUniversity of Texas
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Skip to the Good Part: Representation Structure & Inference-Time Layer Skipping in Diffusion vs. Autoregressive LLMs
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EVLF: Early Vision-Language Fusion for Generative Dataset DistillationHokkaido University, University of Fukui, University of Toyama
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Interpretable-by-Design Transformers via Architectural Stream IndependenceGeorgia Tech Research Institute
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Multi-Modal Decouple and Recouple Network for Robust 3D Object DetectionHong Kong University of Science and Technology, Multimodal Experiences Research Lab, Dolby Laboratories
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A Joint Neural Baseline for Concept, Assertion, and Relation Extraction from Clinical TextKyoto University, National Institute of Informatics, Tokyo University of Technology
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RobustSCI: Beyond Reconstruction to Restoration for Snapshot Compressive Imaging under Real-World DegradationsDalian University of Technology, Westlake Institute for Optoelectronics, Westlake University, Xi'an Jiaotong University
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Pushing Bistatic Wireless Sensing toward High Accuracy at the Sub-Wavelength ScaleBeihang University, Institut Polytechnique de Paris, Peking University
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RayD3D: Distilling Depth Knowledge Along the Ray for Robust Multi-View 3D Object DetectionAmazon, Horizon Robotics / Hong Kong University of Science and Technology, Xi'an Jiaotong University
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DocCogito: Aligning Layout Cognition and Step-Level Grounded Reasoning for Document UnderstandingFudan University
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From Thinker to Society: Security in Hierarchical Autonomy Evolution of AI AgentsHuawei / Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing University of Aeronautics and Astronautics, The Chinese University of Hong Kong, Zhejiang Normal University, Zhejiang University
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AMR-CCR: Anchored Modular Retrieval for Continual Chinese Character RecognitionFudan University
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Enhanced Random Subspace Local Projections for High-Dimensional Time Series AnalysisNational University of Computer and Emerging Sciences Islamabad
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SeDa: A Unified System for Dataset Discovery and Multi-Entity Augmented Semantic ExplorationEast China University of Science and Technology
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High-Fidelity Medical Shape Generation via Skeletal Latent DiffusionThe Chinese University of Hong Kong, Tsinghua University
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A Unified Framework for Knowledge Transfer in Bidirectional Model ScalingKey Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Southeast University
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Online Continual Learning for Anomaly Detection in IoT under Data Distribution ShiftsAalborg University, Ss. Cyril and Methodius University
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Bolbosh: Script-Aware Flow Matching for Kashmiri Text-to-SpeechKing Abdullah University of Science and Technology (KAUST), National Institute of Technology Srinagar, University of Kashmir
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A Unified View of Drifting and Score-Based Models
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EvolveReason: Self-Evolving Reasoning Paradigm for Explainable Deepfake Facial Image Identification
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InterReal: A Unified Physics-Based Imitation Framework for Learning Human-Object Interaction Skills
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Reinforcement learning-based dynamic cleaning scheduling framework for solar energy systemKumoh National Institute of Technology
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SketchGraphNet: A Memory-Efficient Hybrid Graph Transformer for Large-Scale Sketch Corpora RecognitionNanjing University, Qinghai Normal University
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Beyond Data Splitting: Full-Data Conformal Prediction by Differential PrivacyPurdue University, University of Pittsburgh
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One-for-All Model Initialization with Frequency-Domain KnowledgeSoutheast University
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Neural Dynamics-Informed Pre-trained Framework for Personalized Brain Functional Network ConstructionChinese Academy of Sciences
