Ke Liu

Ph.D. Student in Computer Science

State Key Lab of CAD & CG
Zhejiang University

Email: kliu ατ zju δατ edu δατ cn
[ Github / Google scholar / Linkedin]

Biography

I'm currently a final year Ph.D candidate of the College of Computer Science and Technology at Zhejiang University, fortunately advised by Prof. Chunhua Shen. Previously, I got my bachelor's degree from Zhejiang University and worked as a visiting researcher at the University of Edinburgh.

Research Interests

Machine Learning and its application in Science, including but not limited to computer vision, molecule design, and healthcare. Please feel free to drop me an e-mail if you are interested in our work. More research can be found here.

Research Interests

Selected Publications

NeurIPS'25

Towards Generalizable Retina Vessel Segmentation with Deformable Graph Priors

K. Liu [...]

IJCAI'25

Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models

K. Liu [...]

AAAI'25

A Denoising Pre-training Framework for Accelerating Novel Material Discovery

S. Shen*, K. Liu*✉ [...]

ICML'24

Floating Anchor Diffusion Model for Multi-motif Scaffolding

K. Liu [...]

Information Sciences

Collaborative knowledge amalgamation: Preserving discriminability and transferability in unsupervised learning

S. Gao*, Y. Fu*, K. Liu* [...]

UAI'23

Group Equivariant Vision Transformer

R. Xu*, K. Yang*, K. Liu*✉ [...]

IJCAI'22

S2SNet: A Pretrained Neural Network for Superconductivity Discovery

K. Liu [...]

Full publication list

Academic Service

Reviewer

Conference: ICML 2025, ICLR 2025-2026, NeurIPS 2025, AAAI 2024-2026, ACM MM 2023-2024, MICCAI 2025, IJCNN 2024-2025

Journal: Information Sciences, Neural Networks, Computer Vision and Image Understanding, Philosophical Transactions of the Royal Society A

News

[2025.10] National Scholarship.
[2025.09] One NeurIPS.
[2025.05] One MICCAI.
[2025.05] One IJCNN, One ICIC, One IJCAI, One ICML.
[2024.12] One paper was accepted by AAAI.

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