Xinshu Li

According to our database, Xinshu Li authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Proceedings of the ACM Web Conference 2026, 2026

2025

Retrieval-Augmented Review Generation for Poisoning Recommender Systems.

Shiyi Yang, Xinshu Li, Guanglin Zhou, Chen Wang, Xiwei Xu, Limin Zhu, Lina Yao

CoRR, August, 2025

Efficient and Generalizable Environmental Understanding for Visual Navigation.

Ruoyu Wang, Xinshu Li, Chen Wang, Lina Yao

CoRR, June, 2025

Causality-aligned Prompt Learning via Diffusion-based Counterfactual Generation.

Xinshu Li, Ruoyu Wang, Erdun Gao, Mingming Gong, Lina Yao

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

FAP: A Foveation-Inspired Adversarial Purification Pipeline for Enhancing Robustness in Mammography Classification.

Ghazal Lalooha, Wenjie Ruan, Venus Haghighi, Xinshu Li, Quan Z. Sheng

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Self-Distilled Disentangled Learning for Counterfactual Prediction.

Xinshu Li, Mingming Gong, Lina Yao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation.

Xinshu Li, Lina Yao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Contrastive Individual Treatment Effects Estimation.

Xinshu Li, Lina Yao

Proceedings of the IEEE International Conference on Data Mining, 2022