| 2026 | AAAI | Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack. | Jing Xue, Zhishen Sun, Haishan Ye, Luo Luo, Xiangyu Chang, Guang Dai |
| 2026 | AAAI | Bayes-Optimal Fair Classification with Multiple Sensitive Features. | Yi Yang, Yinghui Huang, Xiangyu Chang |
| 2025 | AISTATS | Provable Benefits of Task-Specific Prompts for In-context Learning. | Xiangyu Chang, Yingcong Li, Muti Kara, Samet Oymak, Amit Roy-Chowdhury |
| 2025 | CVPR | AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments. | Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury |
| 2025 | ICLR | ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMs. | Hao Di, Tong He, Haishan Ye, Yinghui Huang, Xiangyu Chang, Guang Dai, Ivor W. Tsang |
| 2024 | ICML | Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods. | Hao Di, Haishan Ye, Xiangyu Chang, Guang Dai, Ivor W. Tsang |
| 2024 | ICML | Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient. | Hao Di, Haishan Ye, Yueling Zhang, Xiangyu Chang, Guang Dai, Ivor W. Tsang |
| 2023 | ACSSC | Federated Learning for Massive MIMO Power Allocation. | Yushu Yan, Xiangyu Chang, Basak Guler, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Ananthram Swami |
| 2023 | ICML | 2D-Shapley: A Framework for Fragmented Data Valuation. | Zhihong Liu, Hoang Anh Just, Xiangyu Chang, Xi Chen, Ruoxi Jia |
| 2022 | COLT | Statistical Estimation and Online Inference via Local SGD. | Xiang Li, Jiadong Liang, Xiangyu Chang, Zhihua Zhang |
| 2021 | AAAI | Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural Networks. | Xiangyu Chang, Yingcong Li, Samet Oymak, Christos Thrampoulidis |
| 2018 | AAAI | Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion. | Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang |
| 2013 | ICDM | Sparse K-Means with the l_q(0leq q< 1) Constraint for High-Dimensional Data Clustering. | Yu Wang, Xiangyu Chang, Rongjian Li, Zongben Xu |