Yu li

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upvoted 9 papers 2 days ago

Morphing into Hybrid Attention Models

Paper • 2606.30562 • Published 18 days ago • 49

Efficient Reasoning via Thought-Training and Thought-Free Inference

Paper • 2511.03408 • Published Nov 5, 2025 • 1

Why Fine-Tuning Encourages Hallucinations and How to Fix It

Paper • 2604.15574 • Published Apr 16 • 26

ESPO: Early-Stopping Proximal Policy Optimization

Paper • 2605.29860 • Published May 28 • 21

Unsupervised Process Reward Models

Paper • 2605.10158 • Published May 11 • 28

Trust Region Policy Distillation

Paper • 2607.04751 • Published 11 days ago • 27

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

Paper • 2607.07740 • Published 9 days ago • 22

UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma

Paper • 2607.06987 • Published 9 days ago • 9

Super Apriel: One Checkpoint, Many Speeds

Paper • 2604.19877 • Published Apr 21 • 3

upvoted a paper 16 days ago

DanceOPD: On-Policy Generative Field Distillation

Paper • 2606.27377 • Published 22 days ago • 81

upvoted 6 papers 18 days ago

DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference

Paper • 2602.21548 • Published Feb 25 • 56

Tapered Language Models

Paper • 2606.23670 • Published 25 days ago • 10

Discretizing Reward Models

Paper • 2606.21795 • Published 28 days ago • 17

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Paper • 2606.26080 • Published 23 days ago • 10

Neon: Negative Extrapolation From Self-Training Improves Image Generation

Paper • 2510.03597 • Published Oct 4, 2025 • 1

Winfree Oscillatory Neural Network

Paper • 2605.20922 • Published May 20 • 1

upvoted a paper 27 days ago

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 166

upvoted 3 papers about 2 months ago

Representation Forcing for Bottleneck-Free Unified Multimodal Models

Paper • 2605.31604 • Published May 29 • 63

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

Paper • 2605.31584 • Published May 29 • 43

GrepSeek: Training Search Agents for Direct Corpus Interaction

Paper • 2605.29307 • Published May 28 • 117