Yuxin Zuo

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upvoted a collection 15 days ago

SimpleVLA-RL

Collection

5 items • Updated 5 days ago • 2

upvoted 2 papers 16 days ago

Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published 17 days ago • 45

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published 17 days ago • 120

upvoted a paper 18 days ago

Learning to Reason without External Rewards

Paper • 2505.19590 • Published 19 days ago • 27

upvoted 3 papers about 1 month ago

X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains

Paper • 2505.03981 • Published May 6 • 14

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6 • 170

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published Apr 29 • 94

upvoted a paper about 2 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 115

upvoted a paper 2 months ago

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published Apr 2 • 36

upvoted 4 papers 3 months ago

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models

Paper • 2503.11224 • Published Mar 14 • 27

Charting and Navigating Hugging Face's Model Atlas

Paper • 2503.10633 • Published Mar 13 • 84

MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning

Paper • 2503.07459 • Published Mar 10 • 16

Optimal Brain Apoptosis

Paper • 2502.17941 • Published Feb 25 • 10

upvoted 7 papers 4 months ago

MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Paper • 2502.19634 • Published Feb 26 • 63

Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19 • 28

Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation

Paper • 2502.13145 • Published Feb 18 • 38

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 160

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 120

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Paper • 2502.09560 • Published Feb 13 • 36

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10 • 153