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Spectral Discovery of Continuous Symmetries via Generalized Fourier Transforms
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AutoResearch-RL: Perpetual Self-Evaluating Reinforcement Learning Agents for Autonomous Neural Architecture Discovery
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Training for Trustworthy Saliency Maps: Adversarial Training Meets Feature-Map Smoothing
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Retrieval-Augmented Multi-scale Framework for County-Level Crop Yield Prediction Across Large Regions
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StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything ModelsAutomation & Control Institute, Carl von Ossietzky University of Oldenburg, German Research Center for Artificial Intelligence, Hanoi University of Science and Technology, International Max Planck Research School for Intelligent Systems, Queensland University of Technology, Stanford University, Technical University of Darmstadt, University of Arkansas, University of California, University of Stuttgart, VinUniversity
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Data-Driven Hints in Intelligent Tutoring SystemsNorth Carolina State University
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Adversarial Latent-State Training for Robust Policies in Partially Observable Domains
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Faster-HEAL: An Efficient and Privacy-Preserving Collaborative Perception Framework for Heterogeneous Autonomous VehiclesMichigan State University
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Shutdown Safety Valves for Advanced AICarnegie Mellon University
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FinSheet-Bench: From Simple Lookups to Complex Reasoning, Where LLMs Break on Financial SpreadsheetsUniversity of Zurich
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ShakyPrepend: A Multi-Group Learner with Improved Sample ComplexityCarnegie Mellon University
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Norm-Hierarchy Transitions in Representation Learning: When and Why Neural Networks Abandon ShortcutsH&K Research Studio
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The Third Ambition: Artificial Intelligence and the Science of Human BehaviorNew York University
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To Predict or Not to Predict? Towards reliable uncertainty estimation in the presence of noiseUniversity of Leeds
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Self-Supervised Evolutionary Learning of Neurodynamic Progression and Identity Manifolds from EEG During Safety-Critical Decision MakingUniversity of Michigan
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VisualScratchpad: Inference-time Visual Concepts Analysis in Vision Language ModelsKorea Advanced Institute of Science & Technology
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Explainable and Hardware-Efficient Jamming Detection for 5G Networks Using the Convolutional Tsetlin MachineUniversity of Agder, University of Ottawa
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A Lightweight Digital-Twin-Based Framework for Edge-Assisted Vehicle Tracking and Collision PredictionUniversity of Ottawa
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Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human VoiceMassachusetts Institute of Technology, University of Oxford
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Learning Concept Bottleneck Models from Mechanistic ExplanationsMassachusetts Institute of Technology, Politecnico di Milano
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How Much Noise Can BERT Handle? Insights from Multilingual Sentence Difficulty DetectionUniversity of Leeds
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Learning Clinical Representations Under Systematic Distribution ShiftColumbia University, University of Chinese Academy of Sciences
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A Distributed Gaussian Process Model for Multi-Robot MappingImperial College London, University of Oxford
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AgrI Challenge: A Data-Centric AI Competition for Cross-Team Validation in Agricultural VisionÉcole Nationale Supérieure Agronomique, École Nationale Supérieure d'Informatique, École Nationale Supérieure d'Intelligence Artificielle, École Nationale Supérieure des Technologies Avancées
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Latent Generative Models with Tunable Complexity for Compressed Sensing and other Inverse ProblemsHarvard University, Northeastern University, Technical University of Munich, University of California
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The Yerkes-Dodson Curve for AI Agents: Emergent Cooperation Under Environmental Pressure in Multi-Agent LLM Simulations
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N-Tree Diffusion for Long-Horizon Wildfire Risk ForecastingStony Brook University
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Scaling Laws in the Tiny Regime: How Small Models Change Their MistakesSalim Habib University, University of California, University of Tabuk
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RILEC: Detection and Generation of L1 Russian Interference Errors in English Learner TextsUniversité Claude Bernard Lyon 1, Université Lumière Lyon 2
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Position: LLMs Must Use Functor-Based and RAG-Driven Bias Mitigation for FairnessFlorida International University, University of South Florida
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Task learning increases information redundancy of neural responses in macaque visual cortexUniversity of Rochester
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Learning to Reflect: Hierarchical Multi-Agent Reinforcement Learning for CSI-Free mmWave Beam-FocusingTexas A&M University
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ConfHit: Conformal Generative Design with Oracle Free GuaranteesUniversity of Illinois Urbana-Champaign, University of Pennysylvania
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Domain-Specific Quality Estimation for Machine Translation in Low-Resource ScenariosInstitute for People-Centred AI, University of Surrey
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Scheduling Parallel Optical Circuit Switches for AI TrainingTechnion – Israel Institute of Technology, University of California
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SoK: Agentic Retrieval-Augmented Generation (RAG): Taxonomy, Architectures, Evaluation, and Research DirectionsTribhuvan University, University of Missouri, University of North Dakota, University of Toledo, Youngstown State University
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Learning Diverse Skills for Behavior Models with Mixture of Experts
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Do 3D Large Language Models Really Understand 3D Spatial Relationships?
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MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens
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Characterizing Faults in Agentic AI: A Taxonomy of Types, Symptoms, and Root Causes
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What Does AI Do for Cultural Interpretation? A Randomized Experiment on Close Reading Poems with Exposure to AI Interpretation
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Bridging Domains through Subspace-Aware Model Merging
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Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion TransformersTianjin University
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Depth Charge: Jailbreak Large Language Models from Deep Safety Attention HeadsXidian University
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Knowing without Acting: The Disentangled Geometry of Safety Mechanisms in Large Language ModelsNanyang Technological University, Tsinghua University, Xidian University
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First-Order Softmax Weighted Switching Gradient Method for Distributed Stochastic Minimax Optimization with Stochastic ConstraintsPurdue University
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PVminerLLM: Structured Extraction of Patient Voice from Patient-Generated Text using Large Language ModelsTexas State University, Yale University
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From Statistical Fidelity to Clinical Consistency: Scalable Generation and Auditing of Synthetic Patient TrajectoriesShahid Sadoughi University of Medical Sciences and Health Services, The University of Auckland, The University of New South Wales, University of Queenland
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Tutor Move Taxonomy: A Theory-Aligned Framework for Analyzing Instructional Moves in TutoringCornell University
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Balancing Domestic and Global Perspectives: Evaluating Dual-Calibration and LLM-Generated Nudges for Diverse News RecommendationNorthwestern University, University of Minnesota
