| 2025 | APWEB | Contrastive Learning Enhanced Semi-supervised Anomaly Detection. | Haotian Guo, Bingzhe Zhang, Xinye Wang, Bo Deng, Rui Lin, Zhengyong Pan, Lei Duan |
| 2025 | APWEB | Global-Memory and Local-Representation Based Framework for Streaming Anomaly Detection. | Yuejun Zhao, Jiaxuan Xu, Xinye Wang, Chengxin He, Shangyong Luo, Rui Lin, Lei Duan |
| 2025 | ASPLOS | Energy-aware Scheduling and Input Buffer Overflow Prevention for Energy-harvesting Systems. | Harsh Desai, Xinye Wang, Brandon Lucia |
| 2025 | DASFAA | Perspective-Based Multi-task Learning for Outlier Interpretation. | Zhuoling Li, Lili Guan, Xinye Wang, Zhengyong Pan, Lei Duan |
| 2025 | IJCAI | Dynamic Anchor-based Ensemble Clustering via Hypergraph Reconstruction. | Jiaxuan Xu, Lei Duan, Xinye Wang, Liang Du |
| 2024 | APWEB | Substructure-Guided Graph-Level Anomaly Detection with Attention-Aware Aggregation. | Shaojun Duan, Xinye Wang, Zhenyang Yu, Chengxin He, Zhaohang Luo, Song Deng, Lei Duan |
| 2024 | DASFAA | Community-Guided Contrastive Learning with Anomaly-Aware Reconstruction for Anomaly Detection on Attributed Networks. | Yang Wang, Xinye Wang, Chengxin He, Xiaocong Chen, Zhaohang Luo, Lei Duan, Jie Zuo |
| 2023 | DASFAA | Learning Enhanced Representations via Contrasting for Multi-view Outlier Detection. | Xiaocong Chen, Xinye Wang, Yang Wang, Chao Han, Lei Duan |
| 2023 | DASFAA | TUAF: Triple-Unit-Based Graph-Level Anomaly Detection with Adaptive Fusion Readout. | Zhenyang Yu, Xinye Wang, Bingzhe Zhang, Zhaohang Luo, Lei Duan |
| 2023 | ICDM | Enhancing GNN-based Fraud Detector via Semantic Extraction and Max-Representation-Margin. | Bingzhe Zhang, Xinye Wang, Zhenyang Yu, Yuanhao Zhang, Chengxin He, Song Deng, Zhaohang Luo, Lei Duan |
| 2022 | ADMA | An Efficient Method for Outlying Aspect Mining Based on Genetic Algorithm. | Zihao Chen, Lei Duan, Xinye Wang |
| 2022 | CIKM | MORN: Molecular Property Prediction Based on Textual-Topological-Spatial Multi-View Learning. | Runze Ma, Yidan Zhang, Xinye Wang, Zhenyang Yu, Lei Duan |
| 2022 | HPCC | STEAM: SVDD-based Anomaly Detection on Attributed Networks via Multi-Autoencoders. | Junjie Zhang, Xinye Wang, Zhenyang Yu, Menglin Huang, Lei Duan, Jie Zuo |