Dongzhan Zhou

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authored a paper 2 days ago

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

Paper • 2508.14111 • Published 5 days ago • 25

authored a paper 3 months ago

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

Paper • 2505.19209 • Published May 25 • 25

authored a paper 5 months ago

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition

Paper • 2503.21248 • Published Mar 27 • 21

authored a paper 8 months ago

TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation

Paper • 2412.14642 • Published Dec 19, 2024 • 4

authored a paper 11 months ago

LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning

Paper • 2410.02884 • Published Oct 3, 2024 • 55

authored 2 papers about 1 year ago

Seeing and Understanding: Bridging Vision with Chemical Knowledge Via ChemVLM

Paper • 2408.07246 • Published Aug 14, 2024 • 22

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Paper • 2406.07394 • Published Jun 11, 2024 • 29

authored a paper over 1 year ago

ChemLLM: A Chemical Large Language Model

Paper • 2402.06852 • Published Feb 10, 2024 • 31