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Guolin Ke
Senior Researcher, DP Technology
Joined
September 2018
Names
Guolin Ke
(Preferred)
,Â
guolin ke
Emails
****@microsoft.com
(Confirmed)
,Â
****@hotmail.com
(Confirmed)
,Â
****@dp.tech
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Senior Researcher
DP Technology
(dp.tech)
2021
–
Present
Senior Researcher
Microsoft
(microsoft.com)
2016
–
2021
MS student
Xiamen University
(xmu.edu.cn)
2013
–
2016
Undergrad student
Xiamen University
(xmu.edu.cn)
2009
–
2013
Advisors, Relations & Conflicts
Coworker
Tie-Yan Liu
2015
–
2021
Expertise
generative models
2025
–
Present
Molecular / protein modeling
2021
–
Present
Pretraining & Transformer
2018
–
Present
Tabular data learning
2016
–
Present
gradient boosting decision trees
2015
–
Present
Publications
Uni-Fold MuSSe: De Novo Protein Complex Prediction with Protein Language Models
Jinhua Zhu
,
Zhenyu He
,
Ziyao Li
,
Guolin Ke
,
Linfeng Zhang
Published: 06 Mar 2023, Last Modified: 05 May 2023
ICLR 2023 - MLDD Poster
Readers:
Everyone
Do deep learning models really outperform traditional approaches in molecular docking?
Yuejiang Yu
,
Shuqi Lu
,
Zhifeng Gao
,
Hang Zheng
,
Guolin Ke
Published: 06 Mar 2023, Last Modified: 15 Feb 2026
ICLR 2023 - MLDD Oral
Readers:
Everyone
Do Deep Learning Methods Really Perform Better in Molecular Conformation Generation?
Gengmo Zhou
,
Zhifeng Gao
,
Zhewei Wei
,
Hang Zheng
,
Guolin Ke
Published: 06 Mar 2023, Last Modified: 15 Feb 2026
ICLR 2023 - MLDD Oral
Readers:
Everyone
Do Deep Learning Models Really Outperform Traditional Approaches in Molecular Docking?
Yuejiang Yu
,
Shuqi Lu
,
Zhifeng Gao
,
Hang Zheng
,
Guolin Ke
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
Highly Accurate Quantum Chemical Property Prediction with Uni-Mol+
Shuqi Lu
,
Zhifeng Gao
,
Di He
,
Linfeng Zhang
,
Guolin Ke
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
Boosted ab initio Cryo-EM 3D Reconstruction with ACE-EM
Lin Yao
,
Ruihan Xu
,
Zhifeng Gao
,
Guolin Ke
,
Yuhang Wang
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
Do Deep Learning Methods Really Perform Better in Molecular Conformation Generation?
Gengmo Zhou
,
Zhifeng Gao
,
Zhewei Wei
,
Hang Zheng
,
Guolin Ke
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
3D Molecular Generation via Virtual Dynamics
Shuqi Lu
,
Lin Yao
,
Xi Chen
,
Hang Zheng
,
Di He
,
Guolin Ke
2023 (modified: 26 Apr 2023)
CoRR 2023
Readers:
Everyone
Uni-QSAR: an Auto-ML Tool for Molecular Property Prediction
Zhifeng Gao
,
Xiaohong Ji
,
Guojiang Zhao
,
Hongshuai Wang
,
Hang Zheng
,
Guolin Ke
,
Linfeng Zhang
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Uni-Mol: A Universal 3D Molecular Representation Learning Framework
Gengmo Zhou
,
Zhifeng Gao
,
Qiankun Ding
,
Hang Zheng
,
Hongteng Xu
,
Zhewei Wei
,
Linfeng Zhang
,
Guolin Ke
Published: 01 Jan 2023, Last Modified: 24 Aug 2023
ICLR 2023
Readers:
Everyone
View all 54 publications
Co-Authors
Abhishek Das
Adeesh Kolluru
Adel Yarullin
Aditya Grover
Aini Palizhati
Alex Lamb
Ammar Rizvi
Anirudh Goyal
Anuroop Sriram
Arnold Overwijk
Brandon M. Wood
C. Lawrence Zitnick
Chang Liu
Chen Xing
Chenglin Wu
Chengxuan Ying
Chenyan Xiong
Chien-Feng Liao
Devi Parikh
Di He
Dinglan Peng
Fuzhen Zhuang
Gengmo Zhou
Guojiang Zhao
Hang Zheng
View all 100 co-authors