Duan, Ranjie

16 publications

ICLR 2026 Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment Ruoxi Cheng, Hao-Xuan Ma, Weixin Wang, Ranjie Duan, Jiexi Liu, Xiaoshuang Jia, Simeng Qin, Xiaochun Cao, Yang Liu, Xiaojun Jia

ICLR 2026 Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search Xun Huang, Simeng Qin, Xiaoshuang Jia, Ranjie Duan, Huanqian Yan, Zhitao Zeng, Fei Yang, Yang Liu, Xiaojun Jia

ICLR 2026 Pruning as a Cooperative Game: Surrogate-Assisted Layer Contribution Estimation for Large Language Models Xuan Ding, Pengyu Tong, Ranjie Duan, Yunjian Zhang, Rui Sun, Yao Zhu

ICLR 2026 Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention Yichi Zhang, Yue Ding, Jingwen Yang, Tianwei Luo, Dongbai Li, Ranjie Duan, Qiang Liu, Hang Su, Yinpeng Dong, Jun Zhu

ICLR 2026 Vulcan: Crafting Compact Class-Specific Vision Transformers for Edge Intelligence Ziteng Wei, Qiang He, Feifei Chen, Ranjie Duan, Xiaodan Li, Bin Li, YueFeng Chen, Hui Xue, Hai Jin, Yun Yang

ICCV 2025 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models Teng Ma, Xiaojun Jia, Ranjie Duan, Xinfeng Li, Yihao Huang, Xiaoshuang Jia, Zhixuan Chu, Wenqi Ren

ICCV 2025 Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency Shiji Zhao, Ranjie Duan, Fengxiang Wang, Chi Chen, Caixin Kang, Shouwei Ruan, Jialing Tao, YueFeng Chen, Hui Xue, Xingxing Wei

ICML 2025 STAIR: Improving Safety Alignment with Introspective Reasoning Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu

NeurIPS 2025 SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG Xiaonan Si, Meilin Zhu, Simeng Qin, Lijia Yu, Lijun Zhang, Shuaitong Liu, Xinfeng Li, Ranjie Duan, Yang Liu, Xiaojun Jia

NeurIPS 2024 Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation Shiji Zhao, Ranjie Duan, Xizhe Wang, Xingxing Wei

ICLR 2023 Inequality Phenomenon in $l_{\infty}$-Adversarial Training, and Its Unrealized Threats Ranjie Duan, YueFeng Chen, Yao Zhu, Xiaojun Jia, Rong Zhang, Hui Xue'

NeurIPS 2022 Enhance the Visual Representation via Discrete Adversarial Training Xiaofeng Mao, YueFeng Chen, Ranjie Duan, Yao Zhu, Gege Qi, Shaokai Ye, Xiaodan Li, Rong Zhang, Hui Xue'

CVPR 2022 Towards Robust Vision Transformer Xiaofeng Mao, Gege Qi, Yuefeng Chen, Xiaodan Li, Ranjie Duan, Shaokai Ye, Yuan He, Hui Xue

ICCV 2021 AdvDrop: Adversarial Attack to DNNs by Dropping Information Ranjie Duan, Yuefeng Chen, Dantong Niu, Yun Yang, A. K. Qin, Yuan He

CVPR 2021 Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink Ranjie Duan, Xiaofeng Mao, A. K. Qin, Yuefeng Chen, Shaokai Ye, Yuan He, Yun Yang

CVPR 2020 Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang