| 2026 | DCC | GPUFast-$Q$: Novel High-Throughput Sequence Data Compression on GPUs Using Fine-Grained Parallelism. | Taolue Yang, Youyuan Liu, Bo Jiang, Chong Li, Xinghua Shi, Sian Jin |
| 2026 | ICS | GFAz: State-of-the-Art Graphical Fragment Assembly Compression. | Taolue Yang, Youyuan Liu, Bo Jiang, Xinghua Shi, Sian Jin |
| 2025 | AIME | FSLearning: An Efficient Federated Split Learning Framework for Privacy-Preserving Disease Prediction. | Bin Li, Xiaoqian Jiang, Yu-Chun Hsu, Arif Ozgun Harmanci, Hongchang Gao, Xinghua Shi |
| 2025 | ICDM | Uncertainty Quantification of Conformalized Spatio-Temporal Graph Convolutional Network on Forecasting. | Yang Zhao, Yuzhou Chen, Xinghua Shi |
| 2025 | ICDM | Uncertainty Quantification of Conformalized Spatio-Temporal Graph Convolutional Network on Forecasting. | Yang Zhao, Yuzhou Chen, Xinghua Shi |
| 2024 | AAAI | Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks. | Junjie Chen, Jiahao Li, Chen Song, Bin Li, Qingcai Chen, Hongchang Gao, Wendy Hui Wang, Zenglin Xu, Xinghua Shi |
| 2021 | IJCAI | On the Convergence of Stochastic Compositional Gradient Descent Ascent Method. | Hongchang Gao, Xiaoqian Wang, Lei Luo, Xinghua Shi |
| 2021 | KDD | PAR-GAN: Improving the Generalization of Generative Adversarial Networks Against Membership Inference Attacks. | Junjie Chen, Wendy Hui Wang, Hongchang Gao, Xinghua Shi |
| 2021 | PSB | Differential Privacy Protection Against Membership Inference Attack on Machine Learning for Genomic Data. | Junjie Chen, Wendy Hui Wang, Xinghua Shi |
| 2018 | IPCCC | Participant Grouping for Privacy Preservation in Mobile Crowdsensing over Hierarchical Edge Clouds. | Ting Li, Zhijin Qiu, Lijuan Cao, Hanshang Li, Zhongwen Guo, Fan Li, Xinghua Shi, Yu Wang |
| 2017 | CHASE | Lightweight Key Management for Group Communication in Body Area Networks through Physical Unclonable Functions. | Penglin Dong, Weichao Wang, Xinghua Shi, Tuanfa Qin |
| 2010 | GLOBECOM | 802.11 User Anonymization. | Dingbang Xu, Yu Wang, Xinghua Shi, Xiaohang Yin |
| 2009 | GLOBECOM | Data Collection Capacity of Random-Deployed Wireless Sensor Networks. | Siyuan Chen, Yu Wang, Xiang-Yang Li, Xinghua Shi |
| 2009 | ICCCN | Enhanced Feature Selection and Generation for 802.11 User Identification. | Dingbang Xu, Yu Wang, Xinghua Shi |
| 2009 | SECON | Order-Optimal Data Collection in Wireless Sensor Networks: Delay and Capacity. | Siyuan Chen, Yu Wang, Xiang-Yang Li, Xinghua Shi |
| 2005 | ICCCN | Efficient on-demand topology control for wireless ad hoc networks. | Yu Wang, Xinghua Shi |