SpongeNet: Towards bandwidth guarantees of cloud datacenter with two-phase VM placement. - Hui Yu 004; Jiahai Yang 001; Cong Xu; Hui Wang 011; Zi Liang (NOMS, 2016)

Automatic Identification of Performance Bottleneck for A Complex Rendering System through Big Data. - Yanci Zhang; Zi Liang; Xiaoyao Li; Wenjie Ren; Yanli Liu 002 (CGI, 2018)

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 (AAAI, 2023)

Healing Unsafe Dialogue Responses with Weak Supervision Signals. - Zi Liang; Pinghui Wang; Ruofei Zhang; Shuo Zhang; Xiaofan Ye; Yi Huang; Junlan Feng (CoRR, 2023)

MERGE: Fast Private Text Generation. - Zi Liang; Pinghui Wang; Ruofei Zhang; Nuo Xu; Shuo Zhang (CoRR, 2023)

MERGE: Fast Private Text Generation. - Zi Liang; Pinghui Wang; Ruofei Zhang; Nuo Xu; Shuo Zhang; Lifeng Xing; Haitao Bai; Ziyang Zhou 003 (AAAI, 2024)

TSFool: Crafting Highly-Imperceptible Adversarial Time Series Through Multi-Objective Attack. - Yanyun Wang 003; Dehui Du; Haibo Hu 001; Zi Liang; Yuanhao Liu (ECAI, 2024)

PAIR: Pre-denosing Augmented Image Retrieval Model for Defending Adversarial Patches. - Ziyang Zhou 003; Pinghui Wang; Zi Liang; Ruofei Zhang; Haitao Bai (ACM Multimedia, 2024)

Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models. - Zi Liang; Haibo Hu 001; Qingqing Ye 001; Yaxin Xiao; Haoyang Li (CoRR, 2024)

Alignment-Aware Model Extraction Attacks on Large Language Models. - Zi Liang; Qingqing Ye 001; Yanyun Wang 003; Sen Zhang 002; Yaxin Xiao; Ronghua Li; Jianliang Xu; Haibo Hu 001 (CoRR, 2024)

New Paradigm of Adversarial Training: Breaking Inherent Trade-Off between Accuracy and Robustness via Dummy Classes. - Yanyun Wang 003; Li Liu 036; Zi Liang; Qingqing Ye 001; Haibo Hu 001 (CoRR, 2024)

vEpiNet: A multimodal interictal epileptiform discharge detection method based on video and electroencephalogram data. - Nan Lin; Weifang Gao; Lian Li; Junhui Chen; Zi Liang; Gonglin Yuan; Heyang Sun; Qing Li 001; Jianhua Chen; Liri Jin; Yan Huang; Xiangqin Zhou; et al. (Neural Networks, 2024)

Exploring Intrinsic Alignments Within Text Corpus. - Zi Liang; Pinghui Wang; Ruofei Zhang; Haibo Hu 001; Shuo Zhang; Qingqing Ye 001; Nuo Xu; Yaxin Xiao; Chen Zhang; Lizhen Cui (AAAI, 2025)

"Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation. - Zi Liang; Qingqing Ye 001; Yanyun Wang 003; Sen Zhang 002; Yaxin Xiao; Ronghua Li; Jianliang Xu; Haibo Hu 001 (ACL (1), 2025)

Cross-Modal 3D Representation with Multi-View Images and Point Clouds. - Ziyang Zhou 003; Pinghui Wang; Zi Liang; Haitao Bai; Ruofei Zhang (CVPR, 2025)

Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? - Zi Liang; Haibo Hu 001; Qingqing Ye 001; Yaxin Xiao; Ronghua Li (CoRR, 2025)

United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory. - Haoyang Shang; Xuan Liu 001; Zi Liang; Jie Zhang 076; Haibo Hu; Song Guo 001 (CoRR, 2025)

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 001; Haibo Hu 001 (CoRR, 2025)

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy. - Yaxin Xiao; Qingqing Ye 001; Li Hu; Huadi Zheng; Haibo Hu 001; Zi Liang; Haoyang Li; Yijie Jiao (CoRR, 2025)

How Vital Is the Jurisprudential Relevance: Law Article-Intervened Legal Case Retrieval and Matching. - Nuo Xu; Pinghui Wang; Zi Liang; Junzhou Zhao; Xiaohong Guan (ACM Trans. Inf. Syst., 2025)