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The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration
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Agent-Sentry: Bounding LLM Agents via Execution Provenance
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Chain-of-Authorization: Internalizing Authorization into Large Language Models via Reasoning Trajectories
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Designing to Forget: Deep Semi-parametric Models for Unlearning
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Dynamical Systems Theory Behind a Hierarchical Reasoning Model
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ForeSea: AI Forensic Search with Multi-modal Queries for Video Surveillance
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Template-Based Feature Aggregation Network for Industrial Anomaly Detection
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Grounding Sim-to-Real Generalization in Dexterous Manipulation: An Empirical Study with Vision-Language-Action Models
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Continuous Optimization for Satisfiability Modulo Theories on Linear Real Arithmetic
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Confidence Calibration under Ambiguous Ground Truth
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TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration
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Group Editing: Edit Multiple Images in One Go
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A Heterogeneous Long-Micro Scale Cascading Architecture for General Aviation Health Management
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Conditionally Identifiable Latent Representation for Multivariate Time Series with Structural Dynamics
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VLGOR: Visual-Language Knowledge Guided Offline Reinforcement Learning for Generalizable Agents
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SLARM: Streaming and Language-Aligned Reconstruction Model for Dynamic Scenes
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Off-Policy Evaluation and Learning for Survival Outcomes under Censoring
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Separating Diagnosis from Control: Auditable Policy Adaptation in Agent-Based Simulations with LLM-Based Diagnostics
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Dual-Teacher Distillation with Subnetwork Rectification for Black-Box Domain Adaptation
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EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
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ForestPrune: High-ratio Visual Token Compression for Video Multimodal Large Language Models via Spatial-Temporal Forest Modeling
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From the AI Act to a European AI Agency: Completing the Union's Regulatory Architecture
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Multilingual KokoroChat: A Multi-LLM Ensemble Translation Method for Creating a Multilingual Counseling Dialogue Dataset
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When AVSR Meets Video Conferencing: Dataset, Degradation, and the Hidden Mechanism Behind Performance Collapse
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EVA: Efficient Reinforcement Learning for End-to-End Video Agent
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The EU AI Act and the Rights-based Approach to Technological Governance
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Quality Over Clicks: Intrinsic Quality-Driven Iterative Reinforcement Learning for Cold-Start E-Commerce Query Suggestion
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ProGRank: Probe-Gradient Reranking to Defend Dense-Retriever RAG from Corpus Poisoning
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Ran Score: a LLM-based Evaluation Score for Radiology Report Generation
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FixationFormer: Direct Utilization of Expert Gaze Trajectories for Chest X-Ray Classification
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Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuning
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PersonalQ: Select, Quantize, and Serve Personalized Diffusion Models for Efficient Inference
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Caption Generation for Dongba Paintings via Prompt Learning and Semantic Fusion
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Weak-PDE-Net: Discovering Open-Form PDEs via Differentiable Symbolic Networks and Weak Formulation
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Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining
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Privacy-Preserving EHR Data Transformation via Geometric Operators: A Human-AI Co-Design Technical Report
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Safe Reinforcement Learning with Preference-based Constraint Inference
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AscendOptimizer: Episodic Agent for Ascend NPU Operator Optimization
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Stepwise Variational Inference with Vine Copulas
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Asymptotic Learning Curves for Diffusion Models with Random Features Score and Manifold Data
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A PAC-Bayesian approach to generalization for quantum models
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Few-Shot Generative Model Adaption via Identity Injection and Preservation
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Set-Valued Prediction for Large Language Models with Feasibility-Aware Coverage Guarantees
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Beyond Theoretical Bounds: Empirical Privacy Loss Calibration for Text Rewriting Under Local Differential Privacy
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FCL-COD: Weakly Supervised Camouflaged Object Detection with Frequency-aware and Contrastive Learning
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WorldMesh: Generating Navigable Multi-Room 3D Scenes via Mesh-Conditioned Image Diffusion
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Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions
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Causal Reconstruction of Sentiment Signals from Sparse News Data
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DariMis: Harm-Aware Modeling for Dari Misinformation Detection on YouTube
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JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees
