Knowledge Works Lab at Fudan University

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http://kw.fudan.edu.cn

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AI & ML interests

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authored 2 papers 2 months ago

CCTU: A Benchmark for Tool Use under Complex Constraints

Paper • 2603.15309 • Published Mar 16 • 2

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 426

authored a paper 4 months ago

AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems

Paper • 2601.11354 • Published Jan 16 • 4

authored a paper 11 months ago

Pre-Trained Policy Discriminators are General Reward Models

Paper • 2507.05197 • Published Jul 7, 2025 • 39

authored 2 papers about 1 year ago

WorldPM: Scaling Human Preference Modeling

Paper • 2505.10527 • Published May 15, 2025 • 34

A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models

Paper • 2505.07591 • Published May 12, 2025 • 11

authored a paper over 1 year ago

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning

Paper • 2501.06590 • Published Jan 11, 2025 • 11

authored a paper almost 2 years ago

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents

Paper • 2407.16741 • Published Jul 23, 2024 • 78

authored a paper over 2 years ago

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11