Xingyi Zhang

Rm 512, William M.W. Mong Engineering Building

Department of Systems Engineering and Engineering Management

The Chinese University of Hong Kong

Shatin, N.T., Hong Kong

Email  /  Scholar  /  DBLP  /  Github

I am currently a final year Ph.D. student at the Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong (CUHK), supervised by Prof. Sibo Wang.

Before that, I obtained my B.E. in Computer Science and Technology, B.A. in Japanese from Dalian University of Technology (DUT) in 2019.

I am intersted in graph representation learning. More precisely, my research focuses include:

• Node Embedding
• Graph Neural Networks
• Social Recommendation
• Geometric Deep Learning

(Authors marked with * contributed equally to the research)

SmoothGNN: Smoothing-based GNN for Unsupervised Node Anomaly Detection
Xiangyu Dong, Xingyi Zhang, Yanni Sun, Lei Chen, Mingxuan Yuan, Sibo Wang
Arxiv 2024

KPG: Key Propagation Graph Generator for Rumor Detection based on Reinforcement Learning
Yusong Zhang*, Kun Xie*, Xingyi Zhang, Xiangyu Dong, Sibo Wang
Arxiv 2024

FICOM: An Effective and Scalable Active Learning Framework for GNNs on Semi-supervised Node Classification
Xingyi Zhang*, Jinchao Huang*, Fangyuan Zhang, Sibo Wang
VLDBJ 2024

Learning-based Attribute-Augmented Proximity Matrix Factorization for Attributed Network Embedding
Kun Xie*, Xiangyu Dong*, Yusong Zhang, Xingyi Zhang, Qintian Guo, Sibo Wang
TKDE 2024
Paper

Towards Deeper Understanding of PPR-based Embedding Approaches: A Topological Perspective
Xingyi Zhang, Zixuan Weng, Sibo Wang
TheWebConf 2024
Paper / Code

Rayleigh Quotient Graph Neural Networks for Graph Anomaly Detection
Xiangyu Dong, Xingyi Zhang, Sibo Wang
ICLR 2024
Paper / Code

Constrained Social Community Recommendation
Xingyi Zhang, Shuliang Xu, Wenqing Lin, Sibo Wang
SIGKDD 2023
Paper / Media

Efficient Tree-SVD for Subset Node Embedding over Large Dynamic Graphs
Xinyu Du, Xingyi Zhang, Sibo Wang, Zengfeng Huang
SIGMOD 2023
Paper / Code

Learning Based Proximity Matrix Factorization for Node Embedding
Xingyi Zhang, Kun Xie, Sibo Wang, Zengfeng Huang
SIGKDD 2021
Paper / Code

Reviewer or subreviewer of
TheWebConf 2024, SIGKDD 2023, ICDE 2023-2024, TKDE 2022-2024, WSDM 2024, CIKM 2021-2023, AAAI 2021, IJCAI 2023, DASFAA 2021-2024

Student Travel Award, SIGKDD, 2023

Recognition Award of 2022 Tencent Rhino-Bird Research Elite Program, 2023

Outstanding Graduates Award, 2019

First‑Class Scholarship (top 5%), 2017

Research Intern

AI Lab, Technology and Engineering Group, Tencent
Mentor: Dr. Biaobin Jiang
2023.12-Present

Tencent Rhino-Bird Research Elite Program, Common Data Platform, Interactive Entertainment Group, Tencent
Mentor: Dr. Wenqing Lin
2022.5-2023.1

Teaching Assistant of

• ENGG1120 Linear Algebra for Engineers 2022-2023, Spring
• FTEC4005 Financial Informatics 2021-2022, Fall
• CSCI2100C Data Structures, 2019-2020, 2020-2021, 2021-2022, Spring
• FTEC4003 Data Mining, 2019-2020, 2020-2021, Fall

Last update: June 2024      Template