Concepedia

Guolin Ke

GK

Statistics

Publications

37

Citations

12.8K

H-Index

23

Active since

2016

Affiliations

Peking University(Current)

SP Technology (South Korea)

Renmin University of China

Chinese Academy of Sciences

Microsoft Research (United Kingdom)

Guolin Ke is an author at Peking University specializing in computer science, machine learning, and computing.

Publications per year

2016–2025

37

Publications

37

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Computing, Computer Science, Data Mining +16

Deep Subdomain Adaptation Network for Image Classification

Yongchun Zhu, Fuzhen Zhuang, Jindong Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 1.2K citations · Full text

Computing, Computer Science, Computer Vision +8

Do Transformers Really Perform Badly for Graph Representation

Chengxuan Ying, Tianle Cai, Shengjie Luo et al. · Neural Information Processing Systems · 2021 · 385 citations

Architecture, Architectural Representation, Representation Theory +6

Uni-Mol: A Universal 3D Molecular Representation Learning Framework

Gengmo Zhou, Zhifeng Gao, Qiankun Ding et al. · ChemRxiv · 2023 · 278 citations · Full text

Pharmacy, Medicinal Chemistry, Computational Chemistry +16

Guolin Ke, Zhenhui Xu, Jia Zhang et al. · 2019 · 149 citations

Computing, Computer Science, Data Science +15

1–5 of 37