| 2026 | ACL | Distilling the Essence, Discarding the Dross: Improving Fairness in Multimodal Large Language Models via Historical Reflection-Guided Prompt Optimization. | Juncheng Hu, Jiming Yu, Rui Song, Kedi Lyu, Yingji Li, Zheli Liu |
| 2026 | ACL | From Personal to Collective: On the Role of Local and Global Knowledge in LLM Personalization. | Zehong Wang, Junlin Wu, Zhaoxuan Tan, Bolian Li, Xianrui Zhong, Zheli Liu, Qingkai Zeng |
| 2026 | ACL | CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning. | Biao Yi, Tiansheng Huang, Baolei Zhang, Tong Li, Lihai Nie, Zheli Liu, Li Shen |
| 2026 | ACL | SEAD: A Surrogate-free Label-only Membership Inference Attack against Pre-trained LLMs with Semantic-Aware Density. | Biao Yi, Jiahao Li, Yiming Li, Yu He, Baolei Zhang, Zheli Liu, Dacheng Tao |
| 2026 | EuroSys | Pyramid: A Secure, Resource-Efficient, and Pluggable Kubernetes for Multi-Tenancy. | Xiang Li, Weijie Liu, Fabing Li, Hongliang Tian, Zheli Liu, Shoumeng Yan, Mingyu Gao |
| 2026 | NDSS | Losing the Beat: Understanding and Mitigating Desynchronization Risks in Container Isolation. | Zhi Li, Zhen Xu, Weijie Liu, XiaoFeng Wang, Hai Jin, Zheli Liu |
| 2026 | WWW | SIsomap: Secure Collaborative Manifold Learning with Reducing Communication Costs. | Peizhao Zhou, Xiaojie Guo, Pinzhi Chen, Ranyang Liu, Lihai Nie, Tong Li, Zheli Liu |
| 2026 | SP | Knocking on the Front Door: An LLM-Guided Systematic Analysis of DNS Query Processing Vulnerabilities. | Yuqi Qiu, Xiang Li, Zheli Liu |
| 2026 | SP | Can I Get More? An Incremental Inference Attack on Encrypted SQL. | Xiaoqian Sun, Ruiqi He, Yang Zhang, Siyi Lv, Guiyun Qin, Fangzhou Yi, Zheli Liu, Xiaofeng Chen |
| 2026 | SP | Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation. | Baolei Zhang, Haoran Xin, Yuxi Chen, Zhuqing Liu, Biao Yi, Tong Li, Lihai Nie, Zheli Liu, Minghong Fang |
| 2026 | SACMAT | Practical Poisoning Attacks against Retrieval-Augmented Generation. | Baolei Zhang, Yuxi Chen, Zhuqing Liu, Lihai Nie, Tong Li, Zheli Liu, Minghong Fang |
| 2025 | ACL | Prompt-Guided Internal States for Hallucination Detection of Large Language Models. | Fujie Zhang, Peiqi Yu, Biao Yi, Baolei Zhang, Tong Li, Zheli Liu |
| 2025 | CCS | RebirthDay Attack: Reviving DNS Cache Poisoning with the Birthday Paradox. | Xiang Li, Mingming Zhang, Zuyao Xu, Fasheng Miao, Yuqi Qiu, Baojun Liu, Jia Zhang, Xiaofeng Zheng, Haixin Duan, Zheli Liu, Yunhai Zhang, Dunqiu Fan |
| 2025 | EMNLP | Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark. | Zekun Fei, Biao Yi, Jianing Geng, Ruiqi He, Lihai Nie, Zheli Liu |
| 2025 | ICLR | Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models. | Biao Yi, Tiansheng Huang, Sishuo Chen, Tong Li, Zheli Liu, Zhixuan Chu, Yiming Li |
| 2025 | ICSE | EP-Detector: Automatic Detection of Error-Prone Operation Anomalies in Android Applications. | Chenkai Guo, Qianlu Wang, Naipeng Dong, Lingling Fan, Tianhong Wang, Weijie Zhang, Enbao Chen, Zheli Liu, Lu Yu |
| 2025 | WWW | Traceback of Poisoning Attacks to Retrieval-Augmented Generation. | Baolei Zhang, Haoran Xin, Minghong Fang, Zhuqing Liu, Biao Yi, Tong Li, Zheli Liu |
| 2025 | TrustCom | Scalable Private k-Nearest Neighbors Search Based on Secret Sharing. | Peizhao Zhou, Lihai Nie, Zheli Liu |
| 2024 | ACL | BadActs: A Universal Backdoor Defense in the Activation Space. | Biao Yi, Sishuo Chen, Yiming Li, Tong Li, Baolei Zhang, Zheli Liu |
| 2024 | AsiaCCS | DISCO: Dynamic Searchable Encryption with Constant State. | Xiangfu Song, Yu Zheng, Jianli Bai, Changyu Dong, Zheli Liu, Ee-Chien Chang |
| 2024 | CCS | Shortcut: Making MPC-based Collaborative Analytics Efficient on Dynamic Databases. | Peizhao Zhou, Xiaojie Guo, Pinzhi Chen, Tong Li, Siyi Lv, Zheli Liu |
| 2023 | AsiaCCS | Boost Off/On-Manifold Adversarial Robustness for Deep Learning with Latent Representation Mixup. | Mengdie Huang, Yi Xie, Xiaofeng Chen, Jin Li, Changyu Dong, Zheli Liu, Willy Susilo |
| 2023 | EuroCrypt | Half-Tree: Halving the Cost of Tree Expansion in COT and DPF. | Xiaojie Guo, Kang Yang, Xiao Wang, Wenhao Zhang, Xiang Xie, Jiang Zhang, Zheli Liu |
| 2023 | ISSTA | LiResolver: License Incompatibility Resolution for Open Source Software. | Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu |
| 2020 | INFOCOM | ADA: Adaptive Deep Log Anomaly Detector. | Yali Yuan, Sripriya Srikant Adhatarao, Mingkai Lin, Yachao Yuan, Zheli Liu, Xiaoming Fu |
| 2018 | ICA3PP | Detecting Evil-Twin Attack with the Crowd Sensing of Landmark in Physical Layer. | Chundong Wang, Likun Zhu, Liangyi Gong, Zheli Liu, Xiu-liang Mo, Wenjun Yang, Min Li, Zhaoyang Li |
| 2018 | ICA3PP | Forward Secure Searchable Encryption Using Key-Based Blocks Chain Technique. | Siyi Lv, Yanyu Huang, Bo Li, Yu Wei, Zheli Liu, Joseph K. Liu, Dong Hoon Lee |
| 2016 | ACISP | Verifiable Searchable Encryption with Aggregate Keys for Data Sharing in Outsourcing Storage. | Tong Li, Zheli Liu, Ping Li, Chunfu Jia, Zoe Lin Jiang, Jin Li |
| 2015 | AINA | General Multi-key Searchable Encryption. | Jun Yang, Chuan Fu, Nan Shen, Zheli Liu, Chunfu Jia, Jin Li |
| 2014 | ACISP | TMDS: Thin-Model Data Sharing Scheme Supporting Keyword Search in Cloud Storage. | Zheli Liu, Jin Li, Xiaofeng Chen, Jun Yang, Chunfu Jia |
| 2013 | NSS | Secure Storage and Fuzzy Query over Encrypted Databases. | Zheli Liu, Haoyu Ma, Jin Li, Chunfu Jia, Jingwei Li, Ke Yuan |
| 2012 | NSS | Efficient Keyword Search over Encrypted Data with Fine-Grained Access Control in Hybrid Cloud. | Jingwei Li, Jin Li, Xiaofeng Chen, Chunfu Jia, Zheli Liu |