Lirong Wu

PhD student, School of Engineering, Westlake University

Joined

September 2020

Names

Lirong Wu (Preferred)

Emails

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

****@outlook.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

School of Engineering, Westlake University (westlake.edu.cn)

2020 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

2018 – Present

Deep Learning

2018 – Present

Publications

MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs
Guojiang Zhao, Zixiang Lu, Zheng Cheng, Sihang Li, Haitao Lin, Lirong Wu, Yutang Ge, Hanchen Xia, Hengxing Cai, Wentao Guo, Hongshuai Wang, Mingjun Xu, Siyu Zhu, Guolin Ke, Linfeng Zhang, Zhifeng Gao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design
Yunfan Liu, Lirong Wu, Zhifeng Gao, Yufei Huang, Cheng Tan, Haitao Lin, Zicheng Liu, Changxi Chi, Chang Yu, Stan Z. Li
- ICLR 2026 Poster
- Readers: Everyone
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting
Lirong Wu, Haitao Lin, Guojiang Zhao, Cheng Tan, Stan Z. Li
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
An Extensive Survey With Empirical Studies on Deep Temporal Point Process
Haitao Lin, Cheng Tan, Lirong Wu, Zicheng Liu, Zhangyang Gao, Stan Z. Li
- IEEE Trans. Knowl. Data Eng. 2025
- Readers: Everyone
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen
Cheng Tan, Yijie Zhang, Zhangyang Gao, Yufei Huang, Haitao Lin, Lirong Wu, Fandi Wu, Mathieu Blanchette, Stan Z. Li
- AAAI 2025
- Readers: Everyone
Data-Driven Parametrization of All-Atom Force Fields for Organic Semiconductors
Guojiang Zhao, Taiping Hu, Yingfeng Zhang, Hongshuai Wang, Lirong Wu, Shuqi Lu, Fengtianci Yang, Shangqian Chen, Zhifeng Gao, Xinyan Wang, Zheng Cheng
- J. Chem. Inf. Model. 2025
- Readers: Everyone
Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization
Lirong Wu, Haitao Lin, Yufei Huang, Zhangyang Gao, Cheng Tan, Yunfan Liu, Tailin Wu, Stan Z. Li
- AAAI 2025
- Readers: Everyone
FoldToken: Learning Protein Language via Vector Quantization and Beyond
Zhangyang Gao, Cheng Tan, Jue Wang, Yufei Huang, Lirong Wu, Stan Z. Li
- AAAI 2025
- Readers: Everyone
A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer
Lirong Wu, Yunfan Liu, Haitao Lin, Yufei Huang, Guojiang Zhao, Zhifeng Gao, Stan Z. Li
- ICLR 2025 Poster
- Readers: Everyone
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
Haitao Lin, Guojiang Zhao, Odin Zhang, Yufei Huang, Lirong Wu, Cheng Tan, Zicheng Liu, Zhifeng Gao, Stan Z. Li
- ICLR 2025 Spotlight
- Readers: Everyone

View all 152 publications

Co-Authors

View all 112 co-authors