| 2026 | AAAI | How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework. | Zi Liang, Liantong Yu, Shiyu Zhang, Qingqing Ye, Haibo Hu |
| 2026 | AAAI | Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks. | Yaxin Xiao, Qingqing Ye, Zi Liang, Haoyang Li, Ronghua Li, Huadi Zheng, Haibo Hu |
| 2026 | ACL | Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality. | Qipeng Xie, Zi Liang, Jiafei Wu, Yufei Chen, Weizheng Wang, Wenao Ma, Zhong Ming, Haiqin Yang, Kaishun Wu |
| 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 | ICPR | Ab2Nb: A Physics-Guided Framework for Converting Antibodies into Nanobodies. | Sipeng Wu, Hongzong Li, Jiahao Ma, Jiayu Qian, Zi Liang, Shiqin Tang, Ye-Fan Hu, Jian-Dong Huang |
| 2026 | WWW | Decoding Web Memorization: A Semantic Membership Inference Attack on LLMs. | Zhiyao Wu, Zi Liang, Haibo Hu |
| 2025 | AAAI | Exploring Intrinsic Alignments Within Text Corpus. | Zi Liang, Pinghui Wang, Ruofei Zhang, Haibo Hu, Shuo Zhang, Qingqing Ye, Nuo Xu, Yaxin Xiao, Chen Zhang, Lizhen Cui |
| 2025 | ACL | "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation. | Zi Liang, Qingqing Ye, Yanyun Wang, Sen Zhang, Yaxin Xiao, Ronghua Li, Jianliang Xu, Haibo Hu |
| 2025 | CVPR | Cross-Modal 3D Representation with Multi-View Images and Point Clouds. | Ziyang Zhou, Pinghui Wang, Zi Liang, Haitao Bai, Ruofei Zhang |
| 2025 | ICCV | Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy. | Yaxin Xiao, Qingqing Ye, Li Hu, Huadi Zheng, Haibo Hu, Zi Liang, Haoyang Li, Yijie Jiao |
| 2025 | ICML | Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? | Zi Liang, Haibo Hu, Qingqing Ye, Yaxin Xiao, Ronghua Li |
| 2024 | AAAI | MERGE: Fast Private Text Generation. | Zi Liang, Pinghui Wang, Ruofei Zhang, Nuo Xu, Shuo Zhang, Lifeng Xing, Haitao Bai, Ziyang Zhou |
| 2024 | ECAI | TSFool: Crafting Highly-Imperceptible Adversarial Time Series Through Multi-Objective Attack. | Yanyun Wang, Dehui Du, Haibo Hu, Zi Liang, Yuanhao Liu |
| 2023 | AAAI | Multi-Action Dialog Policy Learning from Logged User Feedback. | Shuo Zhang, Junzhou Zhao, Pinghui Wang, Tianxiang Wang, Zi Liang, Jing Tao, Yi Huang, Junlan Feng |
| 2018 | CGI | Automatic Identification of Performance Bottleneck for A Complex Rendering System through Big Data. | Yanci Zhang, Zi Liang, Xiaoyao Li, Wenjie Ren, Yanli Liu |
| 2016 | NOMS | SpongeNet: Towards bandwidth guarantees of cloud datacenter with two-phase VM placement. | Hui Yu, Jiahai Yang, Cong Xu, Hui Wang, Zi Liang |