yushiz

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upvoted 3 papers about 1 month ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 324

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

Paper • 2604.04921 • Published Apr 6 • 113

Self-Distilled RLVR

Paper • 2604.03128 • Published Apr 3 • 173

upvoted 2 papers about 2 months ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published Mar 25 • 55

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 184

upvoted a paper 2 months ago

Progressive Residual Warmup for Language Model Pretraining

Paper • 2603.05369 • Published Mar 5 • 36

upvoted a paper 3 months ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93