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ORCIDQin Liu 0010
Person information
- affiliation: University of California, Davis, CA, USA
- affiliation (former): University of Southern California, Los Angeles, CA, USA
- affiliation (former): Fudan University, School of Computer Science, Shanghai, China
Other persons with the same name
- Qin Liu — disambiguation page
- Qin Liu 0001
![[0000-0003-0236-4513]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-0236-4513")
— Hunan University, College of Computer Science and Electronic Engineering, Changsha, China (and 2 more) - Qin Liu 0002 — Nanjing University, Software Institute, China (and 1 more)
- Qin Liu 0003 — Wuhan University, School of Computing, China
- Qin Liu 0004 — Tongji University at Shanghai, School of Software Engineering, Shanghai, China (and 1 more)
- Qin Liu 0005 — University of Maryland, College Park, MD, USA
- Qin Liu 0006 — Xidian University, State Key Laboratory of Integrated Service Networks, Xian, China
- Qin Liu 0007 — University of Georgia, Complex Systems Control Laboratory, Athens, GA, USA (and 1 more)
- Qin Liu 0008 — University of North Carolina at Chapel Hill, NC, USA
- Qin Liu 0009 — Moqi Inc. (and 2 more)
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2020 – today
- 2025
[c15]Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, et al.:
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. ICLR 2025- [c14]Wenjie Jacky Mo, Jiashu Xu, Qin Liu, Jiongxiao Wang, Jun Yan, Hadi Askari, Chaowei Xiao, Muhao Chen:
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. NAACL (Findings) 2025: 2232-2249 - [i18]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap. CoRR abs/2502.10486 (2025) - [i17]Zihao Lin, Samyadeep Basu, Mohammad Beigi, Varun Manjunatha, Ryan A. Rossi, Zichao Wang, Yufan Zhou, Sriram Balasubramanian, Arman Zarei, Keivan Rezaei, Ying Shen, Barry Menglong Yao, Zhiyang Xu, Qin Liu, Yuxiang Zhang, Yan Sun, Shilong Liu, Li Shen, Hongxuan Li, Soheil Feizi, Lifu Huang:
A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models. CoRR abs/2502.17516 (2025) - [i16]Qin Liu, Wenxuan Zhou, Nan Xu, James Y. Huang, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen:
MetaScale: Test-Time Scaling with Evolving Meta-Thoughts. CoRR abs/2503.13447 (2025) - 2024
- [c13]Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen:
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. Allerton 2024: 1-8 - [c12]Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin:
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. EMNLP 2024: 5081-5099 - [c11]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. EMNLP (Findings) 2024: 9861-9877 - [c10]Terry Tong, Qin Liu, Jiashu Xu, Muhao Chen:
Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks. EMNLP (Findings) 2024: 12833-12846 - [c9]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. NAACL-HLT 2024: 483-496 - [c8]Victoria Graf, Qin Liu, Muhao Chen:
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. NAACL-HLT 2024: 706-718 - [i15]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. CoRR abs/2403.16038 (2024) - [i14]Victoria Graf, Qin Liu, Muhao Chen:
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors. CoRR abs/2404.02356 (2024) - [i13]Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen:
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR abs/2406.09411 (2024) - [i12]Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Ranran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin:
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. CoRR abs/2406.16253 (2024) - [i11]Terry Tong, Jiashu Xu, Qin Liu, Muhao Chen:
Securing Multi-turn Conversational Language Models Against Distributed Backdoor Triggers. CoRR abs/2407.04151 (2024) - [i10]Dongwon Jung, Qin Liu, Tenghao Huang, Ben Zhou, Muhao Chen:
Familiarity-aware Evidence Compression for Retrieval Augmented Generation. CoRR abs/2409.12468 (2024) - [i9]Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen:
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges. CoRR abs/2409.19993 (2024) - [i8]Tinghui Zhu, Qin Liu, Fei Wang, Zhengzhong Tu, Muhao Chen:
Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models. CoRR abs/2410.03659 (2024) - [i7]Qin Liu, Chao Shang, Ling Liu, Nikolaos Pappas, Jie Ma, Neha Anna John, Srikanth Doss, Lluís Màrquez, Miguel Ballesteros, Yassine Benajiba:
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models. CoRR abs/2410.09047 (2024) - [i6]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment. CoRR abs/2410.14676 (2024) - [i5]Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang:
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. CoRR abs/2412.16270 (2024) - 2023
- [c7]Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan, Weifeng Ge:
Characterizing the Impacts of Instances on Robustness. ACL (Findings) 2023: 2314-2332 - [c6]Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang, Menghan Zhang:
Detecting Adversarial Samples through Sharpness of Loss Landscape. ACL (Findings) 2023: 11282-11298 - [i4]Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen:
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE. CoRR abs/2305.14910 (2023) - [i3]Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Qin Liu, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu, Cheng Chang, Zhangyue Yin, Rongxiang Weng, Wensen Cheng, Haoran Huang, Tianxiang Sun, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang:
Secrets of RLHF in Large Language Models Part I: PPO. CoRR abs/2307.04964 (2023) - [i2]Wenjie Mo, Jiashu Xu, Qin Liu, Jiongxiao Wang, Jun Yan, Chaowei Xiao, Muhao Chen:
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations. CoRR abs/2311.09763 (2023) - 2022
- [c5]Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang:
Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. ACL (1) 2022: 5634-5644 - [c4]Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu:
PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack. COLING 2022: 2873-2882 - 2021
- [c3]Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) 2021: 347-355 - [c2]Jian Yuan, Liying Cheng, Ruidan He, Yinzi Li, Lidong Bing, Zhongyu Wei, Qin Liu, Chenhui Shen, Shuonan Zhang, Changlong Sun, Luo Si, Changjian Jiang, Xuanjing Huang:
Overview of Argumentative Text Understanding for AI Debater Challenge. NLPCC (2) 2021: 548-568 - [i1]Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang:
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR abs/2103.11441 (2021) - 2020
- [c1]Xiaoyu Xing, Minlong Peng, Qi Zhang, Qin Liu, Xuanjing Huang:
Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training. NLPCC (1) 2020: 321-332
Coauthor Index
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