Explainable Knowledge Graph-based Recommendation via Deep Reinforcement Learning. - Weiping Song; Zhijian Duan 001; Ziqing Yang 002; Hao Zhu; Ming Zhang 004; Jian Tang 005 (CoRR, 2019)

UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference. - Kewei Cheng; Ziqing Yang 002; Ming Zhang 004; Yizhou Sun (EMNLP (1), 2021)

Data Poisoning Attacks Against Multimodal Encoders. - Ziqing Yang 002; Xinlei He 001; Zheng Li 023; Michael Backes 001; Mathias Humbert; Pascal Berrang; Yang Zhang 016 (ICML, 2023)

From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need. - Ziqing Yang 002; Zeyang Sha; Michael Backes 001; Yang Zhang 016 (CoRR, 2023)

SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models. - Boyang Zhang; Zheng Li 023; Ziqing Yang 002; Xinlei He 001; Michael Backes 001; Mario Fritz; Yang Zhang 016 (USENIX Security Symposium, 2024)

Comprehensive Assessment of Jailbreak Attacks Against LLMs. - Junjie Chu 002; Yugeng Liu; Ziqing Yang 002; Xinyue Shen 001; Michael Backes 001; Yang Zhang 016 (CoRR, 2024)

SOS! Soft Prompt Attack Against Open-Source Large Language Models. - Ziqing Yang 002; Michael Backes 001; Yang Zhang 016; Ahmed Salem 001 (CoRR, 2024)

JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs. - Junjie Chu 002; Yugeng Liu; Ziqing Yang 002; Xinyue Shen 001; Michael Backes 001; Yang Zhang 016 (ACL (1), 2025)

Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications. - Yixin Wu 001; Ziqing Yang 002; Yun Shen; Michael Backes 001; Yang Zhang 016 (CoRR, 2025)

Peering Behind the Shield: Guardrail Identification in Large Language Models. - Ziqing Yang 002; Yixin Wu 001; Rui Wen 002; Michael Backes 001; Yang Zhang 016 (CoRR, 2025)

The Challenge of Identifying the Origin of Black-Box Large Language Models. - Ziqing Yang 002; Yixin Wu 001; Yun Shen; Wei Dai; Michael Backes 001; Yang Zhang 016 (CoRR, 2025)

Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions. - Yiting Qu; Ziqing Yang 002; Yihan Ma 001; Michael Backes 001; Savvas Zannettou; Yang Zhang 016 (CoRR, 2025)