Publications & Preprints
(Authors marked with * contributed equally to the research)
Chi-suqare Spectral 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
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@ICLR 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)
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely
Limited Labels
Xiangyu Dong,
Xingyi Zhang,
Lei Chen,
Mingxuan Yuan,
Sibo Wang
ICLR 2025
Paper
/
Code
SmoothGNN: Smoothing-based GNN for Unsupervised Node Anomaly Detection
Xiangyu Dong,
Xingyi Zhang,
Yanni Sun,
Lei Chen,
Mingxuan Yuan,
Sibo Wang
TheWebConf 2025 (Oral)
Paper
/
Code
Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph
Generator
Yusong Zhang*,
Kun Xie*,
Xingyi Zhang,
Xiangyu Dong,
Sibo Wang
TheWebConf 2025
Paper
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
Paper
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 (Oral)
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(Chinese)
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
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