Ke Liu's Homepage

Biography

I'm currently a final year Ph.D candidate in 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 School of Informatics, University of Edinburgh.

Research Interests

Machine Learning and its application in Science. I am interested in developing novel and useful machine learning methods to empower scientific discovery. More research can be found here.

Please feel free to drop me an e-mail or wechat.

Selected Publications

NeurIPS'25

Towards Generalizable Retina Vessel Segmentation with Deformable Graph Priors
K. Liu [...]
NeurIPS 2025
[paper] [code] [bib]

IJCAI'25

Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models
K. Liu [...]
IJCAI 2025
[paper] [code] [bib] [Project Page]

AAAI'25

A Denoising Pre-training Framework for Accelerating Novel Material Discovery
S. Shen*, K. Liu*✉ [...]
AAAI 2025
[code] [paper] [bib] [Project Page]

ICML'24

Floating Anchor Diffusion Model for Multi-motif Scaffolding
K. Liu [...]
ICML 2024
[code] [paper] [bib] [Project Page]

Full publication list

Academic Service

Reviewer

Conference: CVPR 2026, ICML 2025-2026, 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

[2026.02; 2026.04] One CVPR paper accepted and selected as an oral presentation.
[2025.10] National Scholarship.
[2025.09] One NeurIPS.
[2025.05] One MICCAI.
[2025.05] One ICML.
[2025.04] One IJCAI.
[2025.03] One IJCNN, One ICIC.

Ke Liu 刘可