Jianhua Yao

Principal Researcher, Tencent AI Lab

Joined

February 2020

Names

Jianhua Yao (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Principal Researcher

Tencent AI Lab (tencent.com)

2018 – Present

Staff Scientist

National Institutes of Health (nih.gov)

2002 – 2018

Advisors, Relations & Conflicts

Coworker

Zhengyou Zhang

2018 – Present

Coworker

Ronald Summers

2002 – 2018

PhD Advisor

Russell Taylor

1996 – 2002

Expertise

Healthcare AI

2010 – 2020

Medical Imaging

1998 – 2020

Publications

De Novo Design of Antigen-Specific Antibodies Using Structural Constraint-Based Generative Language Model
Yuran Jia, Bing He, Tianxu Lv, YangXiao, Tianyi Zhao, Jianhua Yao
- GEM
- Readers: Everyone
Steering Protein Language Models
Long-Kai Huang, Rongyi Zhu, Bing He, Jianhua Yao
- ICML 2025 poster
- Readers: Everyone
Annotation-guided Protein Design with Multi-Level Domain Alignment
Chaohao Yuan, Songyou Li, Geyan Ye, Yikun Zhang, Long-Kai Huang, Wenbing Huang, Wei Liu, Jianhua Yao, Yu Rong
- OpenReview Archive Direct Upload
- Readers: Everyone
Few-shot active learning for de novo dual-target peptide design with high bio-activity
Tianxu Lv, Bing He, Yuran Jia, Xiang pan, Jianhua Yao
- GEM
- Readers: Everyone
Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
Yikun Zhang, Geyan Ye, Chaohao Yuan, Bo Han, Long-Kai Huang, Jianhua Yao, Wei Liu, Yu Rong
- ICLR 2025 Poster
- Readers: Everyone
SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models
Kehua Feng, Keyan Ding, Weijie Wang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Yu Zhao, Jianhua Yao, Qiang Zhang, Huajun Chen
- Submitted to ICLR 2025
- Readers: Everyone
IgGM: A Generative Model for Functional Antibody and Nanobody Design
Rubo Wang, Fandi Wu, Xingyu Gao, Jiaxiang Wu, Peilin Zhao, Jianhua Yao
- ICLR 2025 Poster
- Readers: Everyone
DePLM: Denoising Protein Language Models for Property Optimization
Zeyuan Wang, Keyan Ding, Ming Qin, Xiaotong Li, Xiang Zhuang, Yu Zhao, Jianhua Yao, Qiang Zhang, Huajun Chen
- NeurIPS 2024 poster
- Readers: Everyone
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
Yuhao Wang, Qiang Zhang, Ming Qin, Xiang Zhuang, Xiaotong Li, Zhichen Gong, Zeyuan Wang, Yu Zhao, Jianhua Yao, Keyan Ding, Huajun Chen
- ICML 2024 Poster
- Readers: Everyone
StableMask: Refining Causal Masking in Decoder-only Transformer
Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang
- ICML 2024 Poster
- Readers: Everyone

View all 11 publications

Co-Authors

View all 41 co-authors