| 2026 | AAAI | FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions. | Ke Hu, Liyao Xiang, Peng Tang, Weidong Qiu |
| 2026 | NDSS | Faster Than Ever: A New Lightweight Private Set Intersection and Its Variants. | Guowei Ling, Peng Tang, Jinyong Shan, Liyao Xiang, Weidong Qiu |
| 2026 | WWW | PrivSniffer: Graph-based Contextual Privacy Leakage Detection for User-Generated Texts. | Hangyu Ye, Liyao Xiang, Naixuan Huang, Dongyue Yu, Lijun Zhang, Gang Wang |
| 2024 | CCS | Curator Attack: When Blackbox Differential Privacy Auditing Loses Its Power. | Shiming Wang, Liyao Xiang, Bowei Cheng, Zhe Ji, Tianran Sun, Xinbing Wang |
| 2024 | CVPR | Permutation Equivariance of Transformers and its Applications. | Hengyuan Xu, Liyao Xiang, Hangyu Ye, Dixi Yao, Pengzhi Chu, Baochun Li |
| 2024 | ICASSP | CROSSWORD: A Semantic Approach To Text Compression Via Masking. | Mingxiao Li, Rui Jin, Liyao Xiang, Kaiming Shen, Shuguang Cui |
| 2024 | IJCAI | Feature Norm Regularized Federated Learning: Utilizing Data Disparities for Model Performance Gains. | Ke Hu, Liyao Xiang, Peng Tang, Weidong Qiu |
| 2024 | NDSS | Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep Models. | Shiming Wang, Zhe Ji, Liyao Xiang, Hao Zhang, Xinbing Wang, Chenghu Zhou, Bo Li |
| 2024 | SP | SrcMarker: Dual-Channel Source Code Watermarking via Scalable Code Transformations. | Borui Yang, Wei Li, Liyao Xiang, Bo Li |
| 2023 | ESORICS | Privacy-Preserving Split Learning via Pareto Optimal Search. | Xi Yu, Liyao Xiang, Shiming Wang, Chengnian Long |
| 2023 | GLOBECOM | Deep Learning Enabled Semantic-Secure Communication with Shuffling. | Fupei Chen, Liyao Xiang, Hei Victor Cheng, Kaiming Shen |
| 2023 | INFOCOM | Mixup Training for Generative Models to Defend Membership Inference Attacks. | Zhe Ji, Qiansiqi Hu, Liyao Xiang, Chenghu Zhou |
| 2023 | KDD | Grace: Graph Self-Distillation and Completion to Mitigate Degree-Related Biases. | Hui Xu, Liyao Xiang, Femke Huang, Yuting Weng, Ruijie Xu, Xinbing Wang, Chenghu Zhou |
| 2023 | PIMRC | Adaptive Beamforming for Non-Line-of-Sight IRS-Assisted Communications without CSI. | Wenyu Wang, Wenhai Lai, Shuyi Ren, Liyao Xiang, Xin Li, Shaobo Niu, Kaiming Shen |
| 2022 | ICDM | Privacy-Preserving Split Learning via Patch Shuffling over Transformers. | Dixi Yao, Liyao Xiang, Hengyuan Xu, Hangyu Ye, Yingqi Chen |
| 2021 | CIKM | Speedup Robust Graph Structure Learning with Low-Rank Information. | Hui Xu, Liyao Xiang, Jiahao Yu, Anqi Cao, Xinbing Wang |
| 2021 | GLOBECOM | Spatiotemporal Graph Neural Network for Traffic Prediction Exploiting Cascading Behavior. | Haoxiang Zhang, Xiaoying Gan, Luoyi Fu, Liyao Xiang, Haiming Jin |
| 2021 | ICDCS | Federated Model Search via Reinforcement Learning. | Dixi Yao, Lingdong Wang, Jiayu Xu, Liyao Xiang, Shuo Shao, Yingqi Chen, Yanjun Tong |
| 2021 | INFOCOM | Privacy Budgeting for Growing Machine Learning Datasets. | Weiting Li, Liyao Xiang, Zhou Zhou, Feng Peng |
| 2021 | MASS | Decentralized Multi-AGV Task Allocation based on Multi-Agent Reinforcement Learning with Information Potential Field Rewards. | Mengyuan Li, Bin Guo, Jiangshan Zhang, Jiaqi Liu, Sicong Liu, Zhiwen Yu, Zhetao Li, Liyao Xiang |
| 2020 | ICDCS | Context-Aware Deep Model Compression for Edge Cloud Computing. | Lingdong Wang, Liyao Xiang, Jiayu Xu, Jiaju Chen, Xing Zhao, Dixi Yao, Xinbing Wang, Baochun Li |
| 2020 | ICDCS | Achieving Consensus in Privacy-Preserving Decentralized Learning. | Liyao Xiang, Lingdong Wang, Shufan Wang, Baochun Li |
| 2020 | ICLR | Interpretable Complex-Valued Neural Networks for Privacy Protection. | Liyao Xiang, Hao Zhang, Haotian Ma, Yifan Zhang, Jie Ren, Quanshi Zhang |
| 2019 | INFOCOM | Differentially-Private Deep Learning from an optimization Perspective. | Liyao Xiang, Jingbo Yang, Baochun Li |
| 2015 | ICCCN | Coalition Formation Towards Energy-Efficient Collaborative Mobile Computing. | Liyao Xiang, Baochun Li, Bo Li |
| 2014 | INFOCOM | Ready, Set, Go: Coalesced offloading from mobile devices to the cloud. | Liyao Xiang, Shiwen Ye, Yuan Feng, Baochun Li, Bo Li |
| 2012 | WCNC | A discriminatory pricing double auction for spectrum allocation. | Liyao Xiang, Gaofei Sun, Jing Liu, Xinbing Wang, Li Li |