Taming VLAs under Robot Execution Errors: Self-Compensation and Stress Testing Paper • 2609.37334 • Published 18 days ago • 46
GRACE: Generation-aware latent compression for efficient video generation Paper • 2610.10524 • Published 10 days ago • 89
Long-WAM: Scaling the Context of World-Action Models Paper • 2610.10528 • Published 10 days ago • 111
TokenRouter: Efficient Serving System for Token-Level LLM Routing Paper • 2610.12242 • Published 9 days ago • 143
FlexRouter: Learning Complementary Model Sets for Flexible LLM Routing Paper • 2609.38585 • Published 18 days ago • 9
Explore Broadly, Reason Sharply: Push Small Models toward the Frontier via Sampling Paper • 2609.38104 • Published 18 days ago • 10
AgSpec: Pushing the Limits of Retrieval-Based Speculative Decoding in Coding Agent Pipelines Paper • 2610.01108 • Published 16 days ago • 14
Pretrain Once, Route Anywhere: Towards a Foundation Model for LLM Routing Paper • 2609.37362 • Published 18 days ago • 19
Decoding Looped Transformers Better for (Almost) Free Paper • 2610.02185 • Published 16 days ago • 46
SeLMRoute: Probabilistic Semantic Evidence for Large Language Model Routing Paper • 2609.34736 • Published 19 days ago • 12
The Evolution of Attention in Large Language Models: Mechanisms, Trade-offs, and Emerging Trends Paper • 2609.39661 • Published 17 days ago • 13
Improving Test-Time Scaling with Adaptive Looped Transformers Paper • 2609.35748 • Published 19 days ago • 61
What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling Paper • 2609.34981 • Published 18 days ago • 139
Disaggregated Quantization: Specializing LLM Prefill and Decode Paper • 2609.26333 • Published 25 days ago • 93