Publications & Preprints
(Authors marked with * contributed equally to the research)
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
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
|