Ke Liu
Ph.D. Candidate
State Key Lab of CAD & CG
Center for Data Science
College of Computer Science and Technology
Zhejiang University
Hangzhou, China. 310058.
Github: zjuKeLiu & Gitee
Scholar: Google scholar
Email: kliu ατ zju δατ edu δατ cn
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Biography
Research Interests
Machine Learning and its application in Science, including but not limited to computer vision, protein design, material discovery, and drug discovery.
Please feel free to drop me an e-mail if you are interested in our work.
More research can be found here.
News
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[2024.12] One paper was accepted by AAAI.
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[2024.09] One paper was accepted by MICCAI 2024 CARE challenge.
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[2024.06] One paper was accepted by ICML AI4SCience Workshop.
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[2024.05] One paper was accepted by ICML.
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[2024.04] One paper was accepted by Information Sciences (IF=8.1).
Selected Publications
ICML'24
Floating Anchor Diffusion Model for Multi-motif Scaffolding
Ke Liu, Shuaike Shen, Weian Mao, Xiaoran Jiao, Zheng Sun, Hao Chen, Chunhua Shen.
Proc. International Conference on Machine Learning (ICML'24), 2024.
[code] [paper] [bib] [Project Page]
UAI'23
Group Equivariant Vision Transformer
Rux Xu*, Kaifan Yang*, Ke Liu*✉, Fengxiang He.
Proc. Conference on Uncertainty in Artificial Intelligence (UAI'23), 2023.
[code] [paper] [bib]
IJCAI'22
S2SNet: A Pretrained Neural Network for Superconductivity Discovery
Ke Liu, Kaifan Yang, Jiahong Zhang, Rux Xu.
Proc. International Joint Conference on Artificial Intelligence (IJCAI'22), 2022.
[code] [paper] [bib]
IJCNN'23
PCVAE: a Physics-Informed Neural Network for Determining the Symmetry and Geometry of Crystals
Ke Liu, Shangde Gao, Kaifan Yang, Yuqiang Han.
Proc. International Joint Conference on Neural Networks (IJCNN'23) 2023.
(Oral presentation)
[code] [paper] [bib]
Full publication list
Useful Links
Last updated on Jan 30th, 2025.