Shiwen Cui

According to our database, Shiwen Cui authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pragma-VL: Towards a Pragmatic Arbitration of Safety and Helpfulness in MLLMs.

Ming Wen, Kun Yang, Xin Chen, Jingyu Zhang, Dingding Han, Shiwen Cui, Yuedong Xu

CoRR, March, 2026

Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats.

Xinhao Deng, Yixiang Zhang, Jiaqing Wu, Jiaqi Bai, Sibo Yi, Zhuoheng Zou, Yue Xiao, Rennai Qiu, Jianan Ma, Jialuo Chen, Xiaohu Du, Xiaofang Yang, Shiwen Cui, Changhua Meng, Weiqiang Wang, Jiaxing Song, Ke Xu, Qi Li

CoRR, March, 2026

OOD-MMSafe: Advancing MLLM Safety from Harmful Intent to Hidden Consequences.

Ming Wen, Kun Yang, Jingyu Zhang, Yuxuan Liu, Shiwen Cui, Shouling Ji, Xingjun Ma

CoRR, March, 2026

GenPTW: Latent Image Watermarking for Provenance Tracing and Tamper Localization.

Zhenliang Gan, Chunya Liu, Yichao Tang, Binghao Wang, Shiwen Cui, Weiqiang Wang, Xinpeng Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination.

Chenlong Yin, Zeyang Sha, Shiwen Cui, Changhua Meng

CoRR, October, 2025

UpSafe^°C: Upcycling for Controllable Safety in Large Language Models.

Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie

CoRR, October, 2025

Agent Safety Alignment via Reinforcement Learning.

Zeyang Sha, Hanling Tian, Zhuoer Xu, Shiwen Cui, Changhua Meng, Weiqiang Wang

CoRR, July, 2025

FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models.

Zhen Sun, Ziyi Zhang, Zeren Luo, Zeyang Sha, Tianshuo Cong, Zheng Li, Shiwen Cui, Weiqiang Wang, Jiaheng Wei, Xinlei He, Qi Li, Qian Wang

CoRR, May, 2025

SEM: Reinforcement Learning for Search-Efficient Large Language Models.

Zeyang Sha, Shiwen Cui, Weiqiang Wang

CoRR, May, 2025

Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models.

Yule Liu, Jingyi Zheng, Zhen Sun, Zifan Peng, Wenhan Dong, Zeyang Sha, Shiwen Cui, Weiqiang Wang, Xinlei He

CoRR, April, 2025

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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

TroubleLLM: Align to Red Team Expert.

Zhuoer Xu, Jianping Zhang, Shiwen Cui, Changhua Meng, Weiqiang Wang

CoRR, 2024

Cluster Analysis of 110 Case Report Quantities and Optimization Strategy of Police Emergency Response Command System.

Shiwen Cui

Proceedings of the 2024 4th International Conference on Big Data, 2024

2023

On the Robustness of Latent Diffusion Models.

Jianping Zhang, Zhuoer Xu, Shiwen Cui, Changhua Meng, Weibin Wu, Michael R. Lyu

CoRR, 2023

Backpropagation Path Search On Adversarial Transferability.

Zhuoer Xu, Zhangxuan Gu, Jianping Zhang, Shiwen Cui, Changhua Meng, Weiqiang Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

A2: Efficient Automated Attacker for Boosting Adversarial Training.

Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022