When Does Learning to Stop Help? A Cost-Aware Study of Early Exits in Reasoning Models
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BREIT: A Framework for Brain Stroke Reconstruction using Multi-Frequency 3D EIT
TraceLab: Characterizing Coding Agent Workloads for LLM Serving
LWDrive: Layer-Wise World-Model-Guided Vision-Language Model Planning for Autonomous Driv…
TF-MoE: Time-Frequency Mixture-of-Experts for Efficient Speech Separation
Diff-Based Code Corruption using LLMs for Large-Scale Bugfix Benchmarking
An Executable Benchmarking Suite for Tool-Using Agents
KV-RM: Regularizing KV-Cache Movement for Static-Graph LLM Serving
Shared Lexical Task Representations Explain Behavioral Variability In LLMs
Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Superv…
Lyapunov-Certified Direct Switching Theory for Q-Learning
RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora
SMART: When is it Actually Worth Expanding a Speculative Tree?
TSHA: A Benchmark for Visual Language Models in Trustworthy Safety Hazard Assessment Scen…
Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search
Visual Prompt Discovery via Semantic Exploration
Are Video Reasoning Models Ready to Go Outside?
DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy …
DeXposure-FM: A Time-series, Graph Foundation Model for Credit Exposures and Stability on…
Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity
Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance fo…
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
FMA-Net++: Motion- and Exposure-Aware Joint Video Super-Resolution and Deblurring
A Unified and Stable Risk Minimization Framework for Weakly Supervised Learning with Theo…
REMSA: Foundation Model Selection for Remote Sensing via a Constraint-Aware Agent
Enhancing Graph Representations with Neighborhood-Contextualized Message-Passing
GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding
Human-Agent Collaborative Paper-to-Page Crafting
CharDiff-LP: A Diffusion Model with Character-Level Guidance for License Plate Image Rest…
SpecDetect4ML: Detecting Non-Local ML Code Smells with Code Property Graphs