Zhiyuan Hu

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upvoted 3 papers 3 months ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 150

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 93

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 127

upvoted a paper 8 months ago

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

Paper • 2508.14704 • Published Aug 20, 2025 • 43

upvoted a paper 10 months ago

GTA1: GUI Test-time Scaling Agent

Paper • 2507.05791 • Published Jul 8, 2025 • 27

upvoted 4 papers 11 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 265

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search

Paper • 2505.19209 • Published May 25, 2025 • 23

Fractured Chain-of-Thought Reasoning

Paper • 2505.12992 • Published May 19, 2025 • 23

Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models

Paper • 2505.10554 • Published May 15, 2025 • 120

upvoted 2 papers about 1 year ago

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published Mar 31, 2025 • 62

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers

Paper • 2503.00865 • Published Mar 2, 2025 • 64

upvoted 3 papers over 1 year ago

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21, 2025 • 84

Natural Language Reinforcement Learning

Paper • 2411.14251 • Published Nov 21, 2024 • 31

LongRecipe: Recipe for Efficient Long Context Generalization in Large Languge Models

Paper • 2409.00509 • Published Aug 31, 2024 • 42