Fangyuan Yu PRO

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upvoted a paper about 15 hours ago

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

Paper • 2608.17310 • Published 6 days ago • 104

upvoted 6 papers about 1 month ago

Self Gradient Forcing: Native Long Video Extrapolation

Paper • 2607.20368 • Published Jul 22 • 36

An Exam for Active Observers

Paper • 2607.16165 • Published Jul 17 • 25

Distilled Reinforcement Learning for LLM Post-training

Paper • 2607.17247 • Published Jul 19 • 11

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

Paper • 2607.11886 • Published Jul 13 • 85

ShortOPD: Recovering Pruned LLMs with Short-to-Long On-Policy Distillation

Paper • 2607.13124 • Published Jul 14 • 20

Weak-to-Strong Generalization via Direct On-Policy Distillation

Paper • 2607.05394 • Published Jul 8 • 148

upvoted 3 papers about 2 months ago

Less is More: Early Stopping Rollout for On-Policy Distillation

Paper • 2605.27028 • Published May 26 • 15

DenoiseRL: Bootstrapping Reasoning Models to Recover from Noisy Prefixes

Paper • 2605.28421 • Published May 27 • 48

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

Paper • 2606.26080 • Published Jun 24 • 12

upvoted 2 papers 3 months ago

Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings

Paper • 2606.07502 • Published Jun 5 • 100

Lance: Unified Multimodal Modeling by Multi-Task Synergy

Paper • 2605.18678 • Published May 18 • 79

upvoted a collection 3 months ago

WTF GENIUS PAPERS

Collection

Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 299 items • Updated 1 day ago • 69

upvoted a paper 3 months ago

Dynamic Latent Routing

Paper • 2605.14323 • Published May 14 • 4

upvoted 2 papers 6 months ago

Imagination Helps Visual Reasoning, But Not Yet in Latent Space

Paper • 2602.22766 • Published Feb 26 • 45

GigaBrain-0.5M*: a VLA That Learns From World Model-Based Reinforcement Learning

Paper • 2602.12099 • Published Feb 12 • 62

upvoted 4 papers 7 months ago

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published Feb 3 • 59

Fast Autoregressive Video Diffusion and World Models with Temporal Cache Compression and Sparse Attention

Paper • 2602.01801 • Published Feb 2 • 29

LoopViT: Scaling Visual ARC with Looped Transformers

Paper • 2602.02156 • Published Feb 2 • 12

Towards Pixel-Level VLM Perception via Simple Points Prediction

Paper • 2601.19228 • Published Jan 27 • 19