Yunfan Liu

PhD student, Westlake University

PhD student, Zhejiang University

Joined

January 2023

Names

Yunfan Liu (Preferred)

Emails

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

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

Personal Links

Homepage

DBLP

ORCID

Career & Education History

PhD student

Westlake University (westlake.edu.cn)

2023 – 2028

PhD student

Zhejiang University (zju.edu.cn)

2023 – 2028

Undergrad student

Tongji University (tongji.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Ai4Science

2023 – Present

Graph Neural Networks

2022 – Present

Publications

SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
Yufei Huang, Liangyu Yuan, Changxi Chi, Yunfan Liu, Cheng Tan, Siyuan Li, Jingbo Zhou, Haitao Lin, Chang Yu, Stan Z. Li
- ICLR 2026 Poster
- Readers: Everyone
CeLLM: Can Large Language Models Achieve the AI Virtual Cell ?
Jingbo Zhou, Zhongqi Wang, Mutian Hong, Zhuoli Ouyang, Yixuan Du, Siyuan Li, Siqi Ma, Bolin Yang, Changxi Chi, Yunfan Liu, Yufei Huang, Changkai Li, Shu Wang, Zicheng Liu, jiawei jiang, Zelin Zang, Jun Xia, Cheng Tan, Zhen Lei, Stan Z. Li et al. (1 additional authors not shown)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
Changxi Chi, Jun Xia, Yufei Huang, Zhuoli Ouyang, Cheng Tan, Yunfan Liu, Jingbo Zhou, Chang Yu, Liangyu Yuan, Siyuan Li, Zelin Zang, Stan Z. Li
- ICLR 2026 Poster
- 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
A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer
Lirong Wu, Yunfan Liu, Haitao Lin, Yufei Huang, Guojiang Zhao, Zhifeng Gao, Stan Z. Li
- CoRR 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
A Simple yet Effective ΔΔG 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
- 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
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
Yufei Huang, Yunshu Liu, Lirong Wu, Haitao Lin, Cheng Tan, Odin Zhang, Zhangyang Gao, Siyuan Li, Zicheng Liu, Yunfan Liu, Tailin Wu, Stan Z. Li
- ICLR 2025 Poster
- Readers: Everyone

View all 20 publications

Co-Authors

View all 34 co-authors