A2: Efficient Automated Attacker for Boosting Adversarial Training. - Zhuoer Xu; Guanghui Zhu; Changhua Meng; Shiwen Cui; Zhenzhe Ying; Weiqiang Wang 002; Ming Gu 011; Yihua Huang 001 (NeurIPS, 2022)

Backpropagation Path Search On Adversarial Transferability. - Zhuoer Xu; Zhangxuan Gu; Jianping Zhang 002; Shiwen Cui; Changhua Meng; Weiqiang Wang 002 (ICCV, 2023)

On the Robustness of Latent Diffusion Models. - Jianping Zhang 002; Zhuoer Xu; Shiwen Cui; Changhua Meng; Weibin Wu 002; Michael R. Lyu (CoRR, 2023)

Cluster Analysis of 110 Case Report Quantities and Optimization Strategy of Police Emergency Response Command System. - Shiwen Cui (ICBAR, 2024)

TroubleLLM: Align to Red Team Expert. - Zhuoer Xu; Jianping Zhang 002; Shiwen Cui; Changhua Meng; Weiqiang Wang 002 (CoRR, 2024)

Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models. - Xingran Zhou; Kun Yang; Changtao Miao; Bingyu Hu; Zhuoer Xu; Shiwen Cui; Changhua Meng; Dan Hong (NAACL (Long Papers), 2025)

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models. - Yule Liu; Jingyi Zheng; Zhen Sun 001; Zifan Peng; Wenhan Dong; Zeyang Sha; Shiwen Cui; Weiqiang Wang; Xinlei He 001 (CoRR, 2025)

SEM: Reinforcement Learning for Search-Efficient Large Language Models. - Zeyang Sha; Shiwen Cui; Weiqiang Wang (CoRR, 2025)

FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models. - Zhen Sun 001; Ziyi Zhang; Zeren Luo; Zeyang Sha; Tianshuo Cong; Zheng Li; Shiwen Cui; Weiqiang Wang; Jiaheng Wei; Xinlei He 001; Qi Li 002; Qian Wang 002 (CoRR, 2025)

Agent Safety Alignment via Reinforcement Learning. - Zeyang Sha; Hanling Tian; Zhuoer Xu; Shiwen Cui; Changhua Meng; Weiqiang Wang 002 (CoRR, 2025)