shiwen cui

Researcher, ant group

Joined

May 2022

Names

shiwen cui (Preferred)

Emails

****@antgroup.com (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Researcher

ant group (antgroup.com)

2015 – Present

Undergrad student

Harbin Engineering University (hrbeu.edu.cn)

2011 – 2015

Advisors, Relations & Conflicts

Coworker

Yuhao Sun

2024 – 2025

Expertise

AI security

2022 – 2025

Publications

INPO: Image-based Negative Preference Optimization for Concept Erasure in Text-to-Image Diffusion Models
Yuhao Sun, Jiajun Li, Lingyun Yu, Peiqi Jiang, Zhuoer Xu, shiwen cui, Chenfei Xie, Yongdong Zhang, Hongtao Xie
- Submitted to ICLR 2026
- Readers: Everyone
UpSafe℃: Upcycling for Controllable Safety in Large Language Models
Yuhao Sun, Zhuoer Xu, shiwen cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie
- Submitted to ICLR 2026
- Readers: Everyone
SEM: Reinforcement Learning For Search-Efficient Large Language Models
Zeyang Sha, Kun Yang, shiwen cui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination
Chenlong Yin, Zeyang Sha, shiwen cui, Changhua Meng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Teach to Reason Safely: Policy-Guided Safety Tuning for MLRMs
Jingyu Zhang, Kun Yang, Ming Wen, Zhuoer Xu, Zeyang Sha, shiwen cui, Zhaohui Yang
- ICLR 2026 Poster
- Readers: Everyone
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
- ICLR 2026 Poster
- Readers: Everyone
Multi-modality Adversarial Attacks on Latent Diffusion Models
Jianping Zhang, Zhuoer Xu, shiwen cui, Changhua Meng, Yizhan Huang, Weibin Wu, Michael Lyu
- Submitted to ICLR 2024
- Readers: Everyone
On the Robustness of Latent Diffusion Models
Jianping Zhang, Zhuoer Xu, shiwen cui, Changhua Meng, Weibin Wu, Michael Lyu
- Submitted to ICLR 2024
- Readers: Everyone
Backpropagation Path Search On Adversarial Transferability
Zhuoer Xu, Changhua Meng, shiwen cui, Weiqiang Wang
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
A2: Efficient Automated Attacker for Boosting Adversarial Training
Zhuoer Xu, Guanghui Zhu, Changhua Meng, shiwen cui, Zhenzhe Ying, Weiqiang Wang, Ming GU, Yihua Huang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors

View all 27 co-authors