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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
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Visual Words Meet BM25: Sparse Auto-Encoder Visual Word Scoring for Image Retrieval
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Proof-of-Guardrail in AI Agents and What (Not) to Trust from It
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Spectral Probing of Feature Upsamplers in 2D-to-3D Scene ReconstructionHokkaido University, The University of Tokyo, Westlake University, Zhejiang University
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ProtAlign: Contrastive learning paradigm for Sequence and structure alignmentLawrence Livermore National Laboratory
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The Coordination Gap: Alternation Metrics for Temporal Dynamics in Multi-Agent Battle of the ExesUniversity of Macedonia
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UWPD: A General Paradigm for Invisible Watermark Detection Agnostic to Embedding AlgorithmsBeijing Jiaotong University
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Bi Directional Feedback Fusion for Activity Aware Forecasting of Indoor CO2 and PM2.5The Institute of Electrical and Electronics Engineers
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StreamWise: Serving Multi-Modal Generation in Real-Time at Scale
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Ambiguity Collapse by LLMs: A Taxonomy of Epistemic RisksCornell Tech, Harvard University, Northeastern University
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Sparse Crosscoders for diffing MoEs and Dense modelsUniversity of California, University of Maryland
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MoE Lens -- An Expert Is All You Need
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EventGeM: Global-to-Local Feature Matching for Event-Based Visual Place Recognition
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Training-free Latent Inter-Frame Pruning with Attention Recovery
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Margin and Consistency Supervision for Calibrated and Robust Vision Models
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RouteGoT: Node-Adaptive Routing for Cost-Efficient Graph of Thoughts Reasoning
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Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting
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Self-Auditing Parameter-Efficient Fine-Tuning for Few-Shot 3D Medical Image Segmentation
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HART: Data-Driven Hallucination Attribution and Evidence-Based Tracing for Large Language Models
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Test-Time Adaptation via Many-Shot Prompting: Benefits, Limits, and Pitfalls
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Lexara: A User-Centered Toolkit for Evaluating Large Language Models for Conversational Visual Analytics
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Architectural Unification for Polarimetric Imaging Across Multiple Degradations
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Evaluating LLM Alignment With Human Trust Models
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Safe Transformer: An Explicit Safety Bit For Interpretable And Controllable AlignmentThe University of Tokyo
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Remote Sensing Image Classification Using Deep Ensemble LearningBRAC University Dhaka, Lappeenranta-Lahti University of Technology, North South University Dhaka, Oakland University, United International University, University of British Columbia
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Cog2Gen3D: Sculpturing 3D Semantic-Geometric Cognition for 3D GenerationHuazhong University of Science and Technology, Macquarie University, National University of Singapore
