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. AI for materials discovery and healthcare. Please feel free to drop me an e-mail or wechat.

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.

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

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