| 2026 | WWW | Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free. | Peng Liu, Peng-Fei Zhang, Jianfeng Qu, Ximing Li, Zhixu Li, Pengpeng Zhao |
| 2025 | AAAI | Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning. | Jiajie Chen, Yu Sang, Peng-Fei Zhang, Jiaan Wang, Jianfeng Qu, Zhixu Li |
| 2024 | AAAI | Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning. | Anjie Zhu, Peng-Fei Zhang, Ruihong Qiu, Zetao Zheng, Zi Huang, Jie Shao |
| 2024 | SIGIR | Universal Adversarial Perturbations for Vision-Language Pre-trained Models. | Peng-Fei Zhang, Zi Huang, Guangdong Bai |
| 2023 | ACL | Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games. | Anjie Zhu, Peng-Fei Zhang, Yi Zhang, Zi Huang, Jie Shao |
| 2023 | ADC | Balanced and Explainable Social Media Analysis for Public Health with Large Language Models. | Yan Jiang, Ruihong Qiu, Yi Zhang, Peng-Fei Zhang |
| 2023 | ICASSP | FedVMR: A New Federated Learning Method for Video Moment Retrieval. | Yan Wang, Xin Luo, Zhen-Duo Chen, Peng-Fei Zhang, Meng Liu, Xin-Shun Xu |
| 2021 | AAAI | Proactive Privacy-preserving Learning for Retrieval. | Peng-Fei Zhang, Zi Huang, Xin-Shun Xu |
| 2021 | CIKM | Lightweight Self-Attentive Sequential Recommendation. | Yang Li, Tong Chen, Peng-Fei Zhang, Hongzhi Yin |
| 2021 | SIGIR | Privacy Protection in Deep Multi-modal Retrieval. | Peng-Fei Zhang, Yang Li, Zi Huang, Hongzhi Yin |
| 2020 | DASFAA | Completely Unsupervised Cross-Modal Hashing. | Jiasheng Duan, Peng-Fei Zhang, Zi Huang |
| 2020 | PAKDD | Semantics-Reconstructing Hashing for Cross-Modal Retrieval. | Peng-Fei Zhang, Zi Huang, Zheng Zhang |