Yuxin Zuo

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upvoted a paper 4 days ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 4 days ago • 83

upvoted a paper 24 days ago

PaperBench: Evaluating AI's Ability to Replicate AI Research

Paper • 2504.01848 • Published 25 days ago • 36

upvoted 2 papers about 1 month 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 • 78

upvoted 3 papers about 2 months ago

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

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

Paper • 2502.19634 • Published Feb 26 • 63

upvoted 6 papers 2 months ago

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 • 155

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 113

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 • 151

upvoted 3 papers 3 months ago

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published Feb 3 • 60

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Paper • 2501.18362 • Published Jan 30 • 22

Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament

Paper • 2501.13007 • Published Jan 22 • 20

upvoted 2 papers 4 months ago

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization

Paper • 2412.17739 • Published Dec 23, 2024 • 42

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 53

upvoted 2 papers 5 months ago

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Paper • 2412.05271 • Published Dec 6, 2024 • 155

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published Dec 2, 2024 • 35