| 2026 | ACL | From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning. | Xiaoyu Xu, Minxin Du, Zitong LI, Zi Liang, Zhibiao Guo, Shiyu Zhang, Peizhao Hu, Qingqing Ye, Haibo Hu |
| 2026 | SP | Shared Spotlight Meridian: Distributed Sparse Pseudorandom Functions for Scalable Federated Learning. | Youlong Ding, Peihua Mai, Jingqi Zhang, Sherman S. M. Chow, Minxin Du, Yan Pang |
| 2026 | SP | Practical Anonymous Two-Party Gradient Boosting Decision Tree. | Chenyu Huang, Fan Zhang, Minxin Du, Sherman S. M. Chow, Huangxun Chen, Huaming Rao, Danqing Huang, Bo Qian, Peng Chen |
| 2025 | EMNLP | OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models. | Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu |
| 2025 | ICML | SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding. | Peihua Mai, Youlong Ding, Ziyan Lyu, Minxin Du, Yan Pang |
| 2024 | ACL | Machine Unlearning of Pre-trained Large Language Models. | Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, Xiang Yue |
| 2023 | ADMA | Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning. | Yu Zheng, Wei Song, Minxin Du, Sherman S. M. Chow, Qian Lou, Yongjun Zhao, Xiuhua Wang |
| 2023 | CCS | DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass. | Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun |
| 2023 | WWW | Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy. | Minxin Du, Xiang Yue, Sherman S. M. Chow, Huan Sun |
| 2022 | MMSys | Encrypted video search: scalable, modular, and content-similar. | Yu Zheng, Heng Tian, Minxin Du, Chong Fu |
| 2021 | ACL | Differential Privacy for Text Analytics via Natural Text Sanitization. | Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow |
| 2020 | DASFAA | Stargazing in the Dark: Secure Skyline Queries with SGX. | Jiafan Wang, Minxin Du, Sherman S. M. Chow |
| 2018 | INFOCOM | InstantCryptoGram: Secure Image Retrieval Service. | Minghui Li, Mingxue Zhang, Qian Wang, Sherman S. M. Chow, Minxin Du, Yanjiao Chen, Chenliang Li |
| 2017 | FC | SecGDB: Graph Encryption for Exact Shortest Distance Queries with Efficient Updates. | Qian Wang, Kui Ren, Minxin Du, Qi Li, Aziz Mohaisen |
| 2017 | INFOCOM | Learning privately: Privacy-preserving canonical correlation analysis for cross-media retrieval. | Qian Wang, Shengshan Hu, Minxin Du, Jingjun Wang, Kui Ren |
| 2016 | INFOCOM | Catch me in the dark: Effective privacy-preserving outsourcing of feature extractions over image data. | Qian Wang, Shengshan Hu, Kui Ren, Jingjun Wang, Zhibo Wang, Minxin Du |
| 2015 | ESORICS | CloudBI: Practical Privacy-Preserving Outsourcing of Biometric Identification in the Cloud. | Qian Wang, Shengshan Hu, Kui Ren, Meiqi He, Minxin Du, Zhibo Wang |