XIE Kun (解坤)Department of Systems Engineering and Engineering Management, |
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About me
I am currently a senior researcher in Tencent, AI for Life Sciences Lab.
Before that, I obtained my Ph.D. at CUHK under the supervision of Prof. WANG Sibo.
Research interests
AI for Science: the classification, retrieval, and generation of large biomolecules;
Graph Learning: the integration of structured graph relationships with unstructured data.
I'm looking for collaboration. Please email me if you are interested :)
Publications & Preprints
-
A Survey on False Information Detection: From A Perspective of Propagation on Social Networks
Kun Xie, Sibo Wang
Arxiv preprint -
PoinnCARE: Hyperbolic Multi-Modal Learning for Enzyme Classification
Kun Xie, Peng Zhou, Xingyi Zhang, Peilin Zhao, Wei Liu, Sibo Wang, Biaobin Jiang
In submission -
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection
Xiping Li, Xiangyu Dong, Xingyi Zhang, Kun Xie, Yuanhao Feng, Bo Wang, Guilin Li, Wuxiong Zeng, Xiujun Shu, Sibo Wang
SIGKDD, 2025 -
IgSeek: Fast and Accurate Antibody Design via Structure Retrieval
Xingyi Zhang*, Kun Xie*, Ningqiao Huang, Peilin Zhao, Wei Liu, Sibo Wang, Kangfei Zhao, Biaobin Jiang
GEM @ ICLR 2025, oral -
Towards More Accurate Full-Atom Antibody Co-Design
Jiayang Wu*, Xingyi Zhang*, Xiangyu Dong, Kun Xie, Ziqi Liu, Wensheng Gan, Sibo Wang, Le Song
GEM workshop at ICLR 2025 -
Diffusion-based Graph-agnostic Clustering
Kun Xie, Renchi Yang, Sibo Wang
WWW 2025, oral -
KPG: Key Propagation Graph Generator for Rumor Detection based on Reinforcement Learning
Kun Xie*, Yusong Zhang*, Xingyi Zhang, Xiangyu Dong, Sibo Wang
WWW 2025 -
Learning-based Attribute-Augmented Proximity Matrix Factorization for Attributed Network Embedding
Kun Xie, Xiangyu Dong, Xingyi Zhang, Qintian Guo, Sibo Wang
TKDE 2024 -
Learning Based Proximity Matrix Factorization for Node Embedding
Xingyi Zhang, Kun Xie, Sibo Wang
SIGKDD 2021
Experience
Intern at Tencent Life Sciences Lab, from 2025.1-2025.12, mentor: Biaobin Jiang
Intern at Tencent AI Lab, from 2024.8-2025.1
Intern at Tencent Quantum Laboratory, from 2019.10 to 2020.7
Academic Services
Teaching Assistant of
- FTEC 4007 Intro. to Blockchain & Distributed Ledger Tech., in Spring 2024, Spring 2023 and Fall 2021
- SEEM 5770/FTEC 5840 Open System for E-Commerce, in Fall 2023 and Fall 2022
- CSCI 2100 Data Structure, in Spring 2022 and Spring 2021
- FTEC 4001 Advanced Database Technologies, in Fall 2020
Reviewer of SIGKDD 2024, WWW 2025.
Subreviewer or External Reviewer of ICDE, WWW, SIGKDD, TKDE, CIKM, WSDM, IJCAI, etc.