| 2026 | HCI | The Impact of Bus Stop Interactive Interfaces on Travel Decisions Among Elderly. | Yanmin Xue, Jiaxin Pan, Shuang Wang, Wei Zhou, Kai Qi, Chengxin He, Xiaofan Zhang |
| 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 | DASFAA | MVIC: Multi-view Information Collaborative Fusion for Drug-Drug Interaction Prediction. | Xianxian Zhao, Chengxin He, Lei Duan |
| 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 | APWEB | EvoREG: Evolutional Modeling with Relation-Entity Dual-Guidance for Temporal Knowledge Graph Reasoning. | Peiheng He, Yingjie Xiao, Chengxin He, Lei Duan |
| 2024 | BMVC | Towards Better Zero-Shot Anomaly Detection under Distribution Shift with CLIP. | Jiyao Gao, Chengxin He, Lei Duan, Jie Zuo |
| 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 |
| 2024 | HCI | Interaction Behavior Based Urban Bus Stop Research on Aging Adaptive Design. | Yanmin Xue, Chengxin He |
| 2023 | APWEB | Learning Temporal Graph Representation via Memory-Aware Autoencoder. | Jingyu Chen, Chengxin He, Yuening Qu, Zhenyang Yu, Yuanhao Zhang, Lei Duan |
| 2023 | APWEB | Hypergraph-Enhanced Self-supervised Heterogeneous Graph Representation Learning. | Yuanhao Zhang, Chengxin He, Longhai Li, Bingzhe Zhang, Lei Duan, Jie Zuo |
| 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 | APWEB | Transformer-Based Representation Learning on Temporal Heterogeneous Graphs. | Longhai Li, Lei Duan, Junchen Wang, Guicai Xie, Chengxin He, Zihao Chen, Song Deng |
| 2020 | ICONIP | TSGYE: Two-Stage Grape Yield Estimation. | Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He, Lei Duan |