Yin Fang

Postdoc, National Institutes of Health

Joined

May 2021

Names

Yin Fang (Preferred)

Emails

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

****@gmail.com (Confirmed)

****@nih.gov (Confirmed)

Personal Links

Career & Education History

Postdoc

National Institutes of Health (nih.gov)

2024 – Present

PhD student

Zhejiang University (zju.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Huajun Chen

2020 – 2024

PhD Advisor

Ningyu Zhang

2020 – 2024

Expertise

AI4Science

Present

Publications

Benchmarking Retrieval-Augmented Generation for Chemistry
Xianrui Zhong, Bowen Jin, Siru Ouyang, Yanzhen Shen, Qiao Jin, Yin Fang, Zhiyong Lu, Jiawei Han
- COLM 2025
- Readers: Everyone
ML-Bench: Evaluating Large Language Models for Code Generation in Repository-Level Machine Learning Tasks
Xiangru Tang, Yuliang Liu, Zefan Cai, Yanjun Shao, Junjie Lu, Yichi Zhang, Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang, Shuzheng Si, Chen Sheng, Haozhe Zhao, Liang Chen, Tianyu Liu, Yin Fang, Yujia Qin, Wangchunshu Zhou, Yilun Zhao, Zhiwei Jiang et al. (3 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
- ICLR 2024 poster
- Readers: Everyone
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen
- ICLR 2024 poster
- Readers: Everyone
Domain-Agnostic Molecular Generation with Chemical Feedback
Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen
- ICLR 2024 poster
- Readers: Everyone
Molecular Language Model as Multi-task Generator
Yin Fang, Ningyu Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang
- 2022 (modified: 19 Apr 2023)
- IJCKG 2022
- Readers: Everyone
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen
- 2022 (modified: 19 Apr 2023)
- CoRR 2022
- Readers: Everyone
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen
- 2022 (modified: 19 Apr 2023)
- CoRR 2022
- Readers: Everyone
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang
- 2022 (modified: 19 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 17 publications

Co-Authors

View all 61 co-authors