| 2026 | WWW | DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents. | Shiyi Yang, Zhibo Hu, Xinshu Li, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao |
| 2025 | ICDM | FAP: A Foveation-Inspired Adversarial Purification Pipeline for Enhancing Robustness in Mammography Classification. | Ghazal Lalooha, Wenjie Ruan, Venus Haghighi, Xinshu Li, Quan Z. Sheng |
| 2024 | AAAI | Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation. | Xinshu Li, Lina Yao |
| 2024 | KDD | Self-Distilled Disentangled Learning for Counterfactual Prediction. | Xinshu Li, Mingming Gong, Lina Yao |
| 2022 | ICDM | Contrastive Individual Treatment Effects Estimation. | Xinshu Li, Lina Yao |
| 2022 | ICPR | Single-Channel Speech Separation Focusing on Attention DE. | Xinshu Li, Zhenhua Tan, Zhenche Xia, Danke Wu, Bin Zhang |
| 2020 | DASFAA | DSP: Deep Sign Prediction in Signed Social Networks. | Wei Yang, Yitong Wang, Xinshu Li |
| 2017 | INFOCOM | SPCN: Providing smart support for proactive caching in mobile scenario. | Zhongbai Jiang, Jianfeng Guan, Yang Liu, Xinshu Li, Changqiao Xu |
| 2017 | PIMRC | SORA: A stochastic optimal routing algorithm for wireless sensor networks. | Xinshu Li, Jianfeng Guan |