Weida Wang

PhD student, College of Computer Science and Artificial Intelligence, Fudan University

Intern, AI for Science Group, Shanghai Artificial Intelligence Laboratory

Joined

December 2023

Names

Weida Wang (Preferred)

Emails

****@tongji.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@pjlab.org.cn (Confirmed)

****@m.fudan.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

College of Computer Science and Artificial Intelligence, Fudan University (fudan.edu.cn)

2025 – 2030

Intern

AI for Science Group, Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2024 – 2026

Undergrad student

School of Computer Science and Technology, Tongji University (tongji.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Shufei Zhang

2025 – Present

PhD Advisor

Wanli Ouyang

2025 – Present

Coauthor

Jin Zeng

2023 – Present

Expertise

mulit-agent system

2025 – Present

llm reasoning

2024 – Present

ai for science

2024 – Present

graph-based machine learning

2023 – 2025

spatiotemporal data mining

2023 – 2024

Publications

AMRM-Pure: Semantic-Preserving Adversarial Purification
Zhihao Dou, Zhiqiang Gao, Dongfei Cui, Weida Wang, Qinjian Zhao, Dinggen Zhang, Jun Yan, Zeke Xie, Shufei Zhang
- AISTATS 2026 Spotlight
- Readers: Everyone
ChemBOMAS: Accelerated Bayesian Optimization for Scientific Discovery in Chemistry with LLM-Enhanced Multi-Agent System
Dong Han, Zhehong AI, Pengxiang Cai, Zihao Ye, Shanya Lu, Shuzhou Sun, Jianpeng Chen, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, LEI BAI, Dongzhan Zhou, Tao XU, Yuqiang Li, Shufei Zhang
- Submitted to ICLR 2026
- Readers: Everyone
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Weida Wang, Dongchen Huang, Jiatong LI, Tengchao Yang, Ziyang Zheng, Chuyi Peng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, kunling liu, Zhiyuan Gao, Shiqigeng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng et al. (16 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
Zhihao Dou, Qinjian Zhao, Zhongwei Wan, Dinggen Zhang, Weida Wang, Towsif Raiyan, Benteng Chen, Qingtao Pan, Yang Ouyang, Zhiqiang Gao, Shufei Zhang, Sumon Biswas
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TinyEye: Sharpening Visual Reasoning of Tiny Models with Offline Policy Optimization
Di Zhang, Junxian Li, Shihao Wang, Weida Wang, Guo Chen, Hao Zhang, Shizhe Diao, Mingjie Liu, Ximing Lu, Jaehun Jung, Jian Hu, Karan Sapra, Wanli Ouyang, Andrew Tao, Yejin Choi, Jan Kautz, Guilin Liu, Yi Dong, Zhiding Yu
- Submitted to ICLR 2026
- Readers: Everyone
Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery
Jiatong LI, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Li Qing
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Speak-to-Structure: Evaluating LLMs in Open-domain Natural Language-Driven Molecule Generation
Jiatong LI, Junxian Li, Weida Wang, Yunqing LIU, Changmeng Zheng, Dongzhan Zhou, Xiaoyong Wei, Li Qing
- 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
MAE-Pure: Semantic-Preserving Adversarial Purification
Zhihao Dou, Zhiqiang Gao, Dongfei Cui, Weida Wang, Yimeng Luo, Zeke Xie, Jun Yan, Shufei Zhang
- Submitted to NeurIPS 2025
- Readers: Everyone

Co-Authors

View all 81 co-authors