| 2025 | ICML | Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization. | Guopeng Lin, Ruisheng Zhou, Shuyu Chen, Weili Han, Jin Tan, Wenjing Fang, Lei Wang, Tao Wei |
| 2023 | ICANN | MADNet: EEG-Based Depression Detection Using a Deep Convolution Neural Network Framework with Multi-dimensional Attention. | Shuyu Chen, Yangzuyi Yu, Jiahui Pan |
| 2023 | ICANN | MCASleepNet: Multimodal Channel Attention-Based Deep Neural Network for Automatic Sleep Staging. | Yangzuyi Yu, Shuyu Chen, Jiahui Pan |
| 2023 | TrustCom | Temporal-Gated Graph Neural Network with Graph Sampling for Multi-step Attack Detection. | Shuyu Chen, Dawei Lin, Zhenping Xie, Hongbo Wang |
| 2021 | ICCCN | Context-Aware Online Offloading Strategy with Mobility Prediction for Mobile Edge Computing. | Shuyu Chen, Haopeng Chen, Jinteng Ruan, Ziming Wang |
| 2021 | ICONIP | A SSA-Based Attention-BiLSTM Model for COVID-19 Prediction. | Shuqi An, Shuyu Chen, Xiaohan Yuan, Yuwen Lu, Sha Mei |
| 2021 | IJCNN | DS-TAGCN: A Dual-Stream Topology Attentive GCN for Node Classification in Dynamic Graphs. | Jinteng Ruan, Haopeng Chen, Ziming Wang, Shuyu Chen |
| 2021 | ISPA | A Game Theoretic Approach to Task Offloading for Multi-Data-Source Tasks in Mobile Edge Computing. | Shuyu Chen, Shiyong Sun, Haopeng Chen, Jinteng Ruan, Ziming Wang |
| 2019 | ICPADS | Deeplive: QoE Optimization for Live Video Streaming through Deep Reinforcement Learning. | Zhao Tian, Laiping Zhao, Lihai Nie, Peiqi Chen, Shuyu Chen |
| 2018 | ASPDAC | A lifetime-aware mapping algorithm to extend MTTF of Networks-on-Chip. | Letian Huang, Shuyu Chen, Qiong Wu, Masoumeh Ebrahimi, Junshi Wang, Shuyan Jiang, Qiang Li |
| 2018 | ASPDAC | Optimizing dynamic mapping techniques for on-line NoC test. | Shuyan Jiang, Qiong Wu, Shuyu Chen, Junshi Wang, Masoumeh Ebrahimi, Letian Huang, Qiang Li |
| 2010 | ADMA | A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections. | Guanghui Chang, Shuyu Chen, Huawei Lu, Xiaoqin Zhang |
| 2010 | ADMA | A Structure-Based XML Storage Method in YAFFS File System. | Ji Liu, Shuyu Chen, Haozhang Liu |
| 2010 | PDPTA | Grouping Fault Detection Protocol under Dynamic Network Environments. | Guanghui Chang, Huawei Lu, Shuyu Chen, Ishiang Shih |
| 2008 | HPCC | Application-Kernel Collaboration Mechanisms for Real-Time Cluster Server under Overloading. | Yu Tang, Shuyu Chen, Changqing Bu, Guanghui Chang, Rahul Simha |
| 2007 | ICA3PP | Fuzzy-Grey Prediction Based Dynamic Failure Detector for Distributed Systems. | Dong Tian, Shuyu Chen, Taiping Mao |
| 2004 | ISCAS | Multi-layer constrained via minimization with conjugate conflict continuation graphs. | Rung-Bin Lin, Shuyu Chen |