Wanhao Liu

PhD student, University of Science and Technology of China

Joined

September 2024

Names

Wanhao Liu (Preferred)

Emails

****@mail.ustc.edu.cn (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

University of Science and Technology of China (mail.ustc.edu.cn)

2023 – 2027

Advisors, Relations & Conflicts

Coauthor

Ben Gao

Present

PhD Advisor

Wanli Ouyang

Present

Expertise

LLMs for Scientific Discovery

Present

Publications

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou
- AI4X-AC 2026 Poster
- Readers: Everyone
Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback
Wanhao Liu, Zonglin Yang, Jue Wang, Lidong Bing, Di Zhang, Dongzhan Zhou, Yuqiang Li, Houqiang Li, Erik Cambria, Wanli Ouyang
- Submitted to ICLR 2026
- Readers: Everyone
Chem-R: Learning to Reason as a Chemist
Weida Wang, Benteng Chen, Di Zhang, Wanhao Liu, Shuchen Pu, Ben Gao, Jin Zeng, LEI BAI, Wanli Ouyang, Xiaoyong Wei, Tianshu Yu, Tianfan Fu, Shuzhou Sun, Jiatong LI, Zifu Wang, Yuqiang Li, Shufei Zhang
- Submitted to ICLR 2026
- Readers: Everyone
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback
Wanhao Liu, Zonglin Yang, Jue Wang, Lidong Bing, Di Zhang, Dongzhan Zhou, Yuqiang Li, Houqiang Li, Erik Cambria, Wanli Ouyang
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery \\via Hierarchical Search
Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou
- NeurIPS2025-AI4Science Spotlight
- Readers: Everyone
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou
- NeurIPS 2025 poster
- Readers: Everyone
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
- AI4X 2025 Oral
- Readers: Everyone
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
- ICLR 2025 Workshop AgenticAI Oral
- Readers: Everyone
Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
- AI4Research @ AAAI 2025 Poster
- Readers: Everyone
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors

View all 26 co-authors