Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries. - Wenjie Wang 008; Youngja Park; Taesung Lee; Ian M. Molloy; Pengfei Tang; Li Xiong 001 (ClinicalNLP@EMNLP, 2020)

RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR. - Wenjie Wang 008; Pengfei Tang; Li Xiong 001; Xiaoqian Jiang (ECML/PKDD (4), 2020)

Certified Robustness to Word Substitution Attack with Differential Privacy. - Wenjie Wang 008; Pengfei Tang; Jian Lou 001; Li Xiong 001 (NAACL-HLT, 2021)

Generating Adversarial Examples With Distance Constrained Adversarial Imitation Networks. - Pengfei Tang; Wenjie Wang 008; Jian Lou 001; Li Xiong 001 (IEEE Trans. Dependable Secur. Comput., 2022)

Demo: Certified Robustness on Toolformer. - Yue Xu; Wenjie Wang 008 (CCS, 2023)

Wasserstein Adversarial Examples on Univariant Time Series Data. - Wenjie Wang 008; Li Xiong 001; Jian Lou 001 (CoRR, 2023)

IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity. - Wenjie Wang 008; Pengfei Tang; Jian Lou 001; Yuanming Shao; Lance Waller; Yi-an Ko; Li Xiong 001 (AAAI, 2024)

Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models. - Yue Xu; Xiuyuan Qi; Zhan Qin; Wenjie Wang 008 (EMNLP (Findings), 2024)

LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models. - Yue Xu; Wenjie Wang 008 (NAACL-HLT, 2024)

Certified PEFTSmoothing: Parameter-Efficient Fine-Tuning with Randomized Smoothing. - Chengyan Fu; Wenjie Wang 008 (CoRR, 2024)

Don't Say No: Jailbreaking LLM by Suppressing Refusal. - Yukai Zhou; Wenjie Wang 008 (CoRR, 2024)

Defending Jailbreak Attack in VLMs via Cross-modality Information Detector. - Yue Xu; Xiuyuan Qi; Zhan Qin; Wenjie Wang 008 (CoRR, 2024)

MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models. - Fenghua Weng; Yue Xu; Chengyan Fu; Wenjie Wang 008 (CoRR, 2024)

Don't Say No: Jailbreaking LLM by Suppressing Refusal. - Yukai Zhou; Jian Lou 001; Zhijie Huang; Zhan Qin; Sibei Yang; Wenjie Wang 008 (ACL (Findings), 2025)

Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training. - Fenghua Weng; Jian Lou 001; Jun Feng; Minlie Huang; Wenjie Wang 008 (CoRR, 2025)

Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models. - Yue Xu; Chengyan Fu; Li Xiong 001; Sibei Yang; Wenjie Wang 008 (CoRR, 2025)

DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning. - Hongye Qiu; Yue Xu; Meikang Qiu; Wenjie Wang 008 (CoRR, 2025)

Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures. - Yukai Zhou; Sibei Yang; Wenjie Wang 008 (CoRR, 2025)