Linhai Xie

Associate Professor, National Center for Protein Sciences (Beijing)

Joined

December 2019

Names

Linhai Xie

Emails

****@outlook.com (Confirmed)

****@gmail.com (Confirmed)

****@cs.ox.ac.uk (Confirmed)

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

National Center for Protein Sciences (Beijing) (ncpsb.org.cn)

2025 – Present

Assistant Professor

National Center for Protein Sciences (Beijing) (ncpsb.org.cn)

2020 – 2025

PhD student

University of Oxford (oxford.ac.uk)

2015 – 2020

Advisors, Relations & Conflicts

Coworker

Cheng Chang

2020 – Present

PhD Advisor

Niki Trigoni

2015 – 2020

PhD Advisor

Andrew Markham

2015 – 2020

Expertise

No areas of expertise listed

Publications

Benchmarking diffusion models for predicting perturbed cellular responses
Zijun Song, Changwen Zheng, Jiangmeng Li, Linhai Xie, Yujia Xiang
- BioSafe GenAI 2025 Poster
- Readers: Everyone
scVDM: A Diffusion Model Integrated With Conditional VAE for Generative Single-Cell Tasks
Dandan Peng, Linhai Xie, Hong Yang, Yanchun Zhang
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
Automating Exploratory Multiomics Research via Language Models
Shang Qu, Ning Ding, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou
- CoRR 2025
- Readers: Everyone
BioDSNN: a dual-stream neural network with hybrid biological knowledge integration for multi-gene perturbation response prediction
Yuejun Tan, Linhai Xie, Hong Yang, Qingyuan Zhang, Jinyuan Luo, Yanchun Zhang
- Briefings Bioinform. 2025
- Readers: Everyone
A review of machine learning-based methods for predicting drug-target interactions
Wen Shi, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang
- Health Inf. Sci. Syst. 2024
- Readers: Everyone
Introducing π-HelixNovo for practical large-scale de novo peptide sequencing
Tingpeng Yang, Tianze Ling, Boyan Sun, Zhendong Liang, Fan Xu, Xiansong Huang, Linhai Xie, Yonghong He, Leyuan Li, Fuchu He, Yu Wang, Cheng Chang
- Briefings Bioinform. 2024
- Readers: Everyone
Automating Exploratory Proteomics Research via Language Models
Ning Ding, Shang Qu, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou
- CoRR 2024
- Readers: Everyone
CVaDeS: A Conditional Variational Deep Survival Model for Survival Analysis
Jinyuan Luo, Zikai Xiao, Wen Shi, Linhai Xie, Hong Yang, Xiaoxia Yin, Yanchun Zhang
- ICDM 2023
- Readers: Everyone
A Review on Predicting Drug Target Interactions Based on Machine Learning
Wen Shi, Dandan Peng, Jinyuan Luo, Guozhu Chen, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang
- HIS 2023
- Readers: Everyone
Learning Semantic Segmentation of Large-Scale Point Clouds With Random Sampling
Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham
- 2022 (modified: 17 Apr 2023)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone

View all 25 publications

Co-Authors

View all 60 co-authors