Bilevel Coordinated Reflection： A Game-Theoretic Approach to Multi-Agent LLM Systems

RISE： Recursive Improvement via Self-Extrapolating Policy Distillation

WorldSculpt： Generating Compositional Worlds from Grounded Videos

Don't Drop Dropout： Optimizing Layer Sparsity for Efficient LLM Training and Inference

Beneath the Surface of Chains-of-Thought： A Mechanistic Interpretation of Reasoning Operations in LLMs

Ask Before You Optimize： Dynamic Pre-Formulation Clarification for Interactive Optimization

MaxKernel： Agentic Kernel Generation for TPUs

When Models Edit Too Much： On the Fidelity of Minimal Code Edits

AdaptVPR： Route-Aware Hard Positive Generation for Robust Visual Place Recognition

The Attention Triangle in Audio-Video Models

When Quantization Breaks Memory： Recurrent-State Write-Back in Low-Precision Temporal Inference