Tianyu Li

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upvoted a paper 2 days ago

KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization

Paper • 2610.14448 • Published 8 days ago • 36

upvoted a paper 6 days ago

SWE-Duel: Towards a Self-Scaling Arena for Coding Agents

Paper • 2610.12569 • Published 10 days ago • 21

upvoted a paper 12 days ago

Rollout-Marginal Distillation for Long-Horizon Autoregressive Video Generation

Paper • 2609.37925 • Published 19 days ago • 23

upvoted 3 papers about 1 month ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 490

Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training

Paper • 2608.26730 • Published Aug 27 • 154

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published Sep 3 • 87