Yichi Zhang

33 papers A* 6Journal 25Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification.
CoRR
Yichi Zhang, Nabeel Seedat, Yinpeng Dong, Peng Cui, Jun Zhu, Mihaela van der Schaar
2026 J jnl
Reasoning as State Transition: A Representational Analysis of Reasoning Evolution in Large Language Models.
CoRR
Siyuan Zhang, Jialian Li, Yichi Zhang, Xiao Yang, Yinpeng Dong, Hang Su
2025 J jnl
A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents.
CoRR
Hang Su, Jun Luo, Chang Liu, Xiao Yang, Yichi Zhang, Yinpeng Dong, Jun Zhu
2025 — conf
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.
ACL (Findings)
Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei
2025 J jnl
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.
CoRR
Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei
2025 J jnl
DeceptionBench: A Comprehensive Benchmark for AI Deception Behaviors in Real-world Scenarios.
CoRR
Yao Huang, Yitong Sun, Yichi Zhang, Ruochen Zhang, Yinpeng Dong, Xingxing Wei
2025 — conf
Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization.
EMNLP (Findings)
Siyuan Zhang, Yichi Zhang, Yinpeng Dong, Hang Su
2025 J jnl
Mitigating Overthinking in Large Reasoning Models via Manifold Steering.
CoRR
Yao Huang, Huanran Chen, Shouwei Ruan, Yichi Zhang, Xingxing Wei, Yinpeng Dong
2025 J jnl
Oyster-I: Beyond Refusal - Constructive Safety Alignment for Responsible Language Models.
CoRR
Ranjie Duan, Jiexi Liu, Xiaojun Jia, Shiji Zhao, Ruoxi Cheng, Fengxiang Wang, Cheng Wei, Yong Xie, Chang Liu, Defeng Li, Yinpeng Dong, Yichi Zhang, Yuefeng Chen, Chongwen Wang, Xingjun Ma, Xingxing Wei, Yang Liu, Hang Su, Jun Zhu, Xinfeng Li, Yitong Sun, Jie Zhang, Jinzhao Hu, Sha Xu, Wenchao Yang, Yitong Yang, Xingyao Zhang, Yingshui Tan, Jialing Tao, Hui Xue
2025 J jnl
RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability.
CoRR
Yichi Zhang, Zihao Zeng, Dongbai Li, Yao Huang, Zhijie Deng, Yinpeng Dong
2025 A* conf
STAIR: Improving Safety Alignment with Introspective Reasoning.
ICML
Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu
2025 J jnl
STAIR: Improving Safety Alignment with Introspective Reasoning.
CoRR
Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu
2025 J jnl
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement.
CoRR
Siyuan Zhang, Yichi Zhang, Yinpeng Dong, Hang Su
2025 J jnl
Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention.
CoRR
Yichi Zhang, Yue Ding, Jingwen Yang, Tianwei Luo, Dongbai Li, Ranjie Duan, Qiang Liu, Hang Su, Yinpeng Dong, Jun Zhu
2025 J jnl
Understanding Pre-training and Fine-tuning from Loss Landscape Perspectives.
CoRR
Huanran Chen, Yinpeng Dong, Zeming Wei, Yao Huang, Yichi Zhang, Hang Su, Jun Zhu
2025 J jnl
Unveiling Trust in Multimodal Large Language Models: Evaluation, Analysis, and Mitigation.
CoRR
Yichi Zhang, Yao Huang, Yifan Wang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu
2024 J jnl
Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study.
CoRR
Yichi Zhang, Yao Huang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Yifan Wang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu
2024 A* conf
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models.
CVPR
Yichi Zhang, Yinpeng Dong, Siyuan Zhang, Tianzan Min, Hang Su, Jun Zhu
2024 J jnl
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models.
CoRR
Yichi Zhang, Yinpeng Dong, Siyuan Zhang, Tianzan Min, Hang Su, Jun Zhu
2024 A* conf
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models.
NeurIPS
Yichi Zhang, Yao Huang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Yifan Wang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu
2024 A* conf
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
NeurIPS
Zhongkai Hao, Jiachen Yao, Chang Su, Hang Su, Ziao Wang, Fanzhi Lu, Zeyu Xia, Yichi Zhang, Songming Liu, Lu Lu, Jun Zhu
2024 A* conf
Rethinking Model Ensemble in Transfer-based Adversarial Attacks.
ICLR
Huanran Chen, Yichi Zhang, Yinpeng Dong, Xiao Yang, Hang Su, Jun Zhu
2024 J jnl
Scaling Laws for Black box Adversarial Attacks.
CoRR
Chuan Liu, Huanran Chen, Yichi Zhang, Yinpeng Dong, Jun Zhu
2023 J jnl
How Robust is Google's Bard to Adversarial Image Attacks?
CoRR
Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu
2023 J jnl
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
CoRR
Zhongkai Hao, Jiachen Yao, Chang Su, Hang Su, Ziao Wang, Fanzhi Lu, Zeyu Xia, Yichi Zhang, Songming Liu, Lu Lu, Jun Zhu
2023 J jnl
Rethinking Model Ensemble in Transfer-based Adversarial Attacks.
CoRR
Huanran Chen, Yichi Zhang, Yinpeng Dong, Jun Zhu
2023 J jnl
To Make Yourself Invisible with Adversarial Semantic Contours.
CoRR
Yichi Zhang, Zijian Zhu, Hang Su, Jun Zhu, Shibao Zheng, Yuan He, Hui Xue
2023 J jnl
To make yourself invisible with Adversarial Semantic Contours.
Comput. Vis. Image Underst.
Yichi Zhang, Zijian Zhu, Hang Su, Jun Zhu, Shibao Zheng, Yuan He, Hui Xue
2023 A* conf
Understanding the Robustness of 3D Object Detection with Bird'View Representations in Autonomous Driving.
CVPR
Zijian Zhu, Yichi Zhang, Hai Chen, Yinpeng Dong, Shu Zhao, Wenbo Ding, Jiachen Zhong, Shibao Zheng
2023 J jnl
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving.
CoRR
Zijian Zhu, Yichi Zhang, Hai Chen, Yinpeng Dong, Shu Zhao, Wenbo Ding, Jiachen Zhong, Shibao Zheng
2022 J jnl
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications.
CoRR
Zhongkai Hao, Songming Liu, Yichi Zhang, Chengyang Ying, Yao Feng, Hang Su, Jun Zhu
2021 J jnl
Adversarial Semantic Contour for Object Detection.
CoRR
Yichi Zhang, Zijian Zhu, Xiao Yang, Jun Zhu
2021 J jnl
Unrestricted Adversarial Attacks on ImageNet Competition.
CoRR
Yuefeng Chen, Xiaofeng Mao, Yuan He, Hui Xue, Chao Li, Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Fangcheng Liu, Chao Zhang, Hongyang Zhang, Yichi Zhang, Shilong Liu, Chang Liu, Wenzhao Xiang, Yajie Wang, Huipeng Zhou, Haoran Lyu, Yidan Xu, Zixuan Xu, Taoyu Zhu, Wenjun Li, Xianfeng Gao, Guoqiu Wang, Huanqian Yan, Ying Guo, Chaoning Zhang, Zheng Fang, Yang Wang, Bingyang Fu, Yunfei Zheng, Yekui Wang, Haorong Luo, Zhen Yang