Fangyuan Yu PRO

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upvoted 3 papers 6 days 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 10 days ago • 10

upvoted a paper 25 days ago

Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings

Paper • 2606.07502 • Published 29 days ago • 99

upvoted a paper about 1 month ago

Lance: Unified Multimodal Modeling by Multi-Task Synergy

Paper • 2605.18678 • Published May 18 • 79

upvoted a collection about 2 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. • 187 items • Updated 2 days ago • 45

upvoted a paper about 2 months ago

Dynamic Latent Routing

Paper • 2605.14323 • Published May 14 • 4

upvoted a paper 4 months ago

Imagination Helps Visual Reasoning, But Not Yet in Latent Space

Paper • 2602.22766 • Published Feb 26 • 44

upvoted 6 papers 5 months ago

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

Paper • 2602.12099 • Published Feb 12 • 62

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 • 28

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

Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21

upvoted 6 papers 6 months ago

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting

Paper • 2601.02151 • Published Jan 5 • 115

I-Con: A Unifying Framework for Representation Learning

Paper • 2504.16929 • Published Apr 23, 2025 • 31

Pretraining Frame Preservation in Autoregressive Video Memory Compression

Paper • 2512.23851 • Published Dec 29, 2025 • 25

Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

Paper • 2512.23988 • Published Dec 30, 2025 • 19

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 91

Latent Implicit Visual Reasoning

Paper • 2512.21218 • Published Dec 24, 2025 • 70