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ORCIDNan Xu 0014
Person information
- affiliation: University of Southern California, Department of Computer Science, Los Angeles, CA, USA
Other persons with the same name
- Nan Xu — disambiguation page
- Nan Xu 0001
![[0009-0000-6409-7102]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0009-0000-6409-7102")
— Wuhan Institute of Technology, China - Nan Xu 0002 — Jiangnan University, State Key Laboratory of Food Science and Technology, Wuxi, China
- Nan Xu 0003 — University Of Sheffield, UK
- Nan Xu 0004 — Chinese Academy of Sciences, Institute of Automation, Beijing, China (and 1 more)
- Nan Xu 0005 — Hohai University, College of Geography and Remote Sensing, Nanjing, China
- Nan Xu 0006 — University of Melbourne, Department of Infrastructure Engineering, VIC, Australia
- Nan Xu 0007 — Jinling Institute of Technology, School of Intelligent Science and Control Engineering, Nanjing, China (and 1 more)
- Nan Xu 0008 — Shenzhen University, China (and 3 more)
- Nan Xu 0009 — Telecom Group Company Ltd., Beijing, China
- Nan Xu 0010 — Heilongjiang Bayi Agricultural University, College of Information and Electrical Engineering, Daqing, China
- Nan Xu 0011 — Georgia Institute of Technology, Department of Biomedical Engineering, Atlanta, GA, China (and 3 more)
- Nan Xu 0012 — Jilin University, State Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China
- Nan Xu 0013 — Arizona State University, School for Engineering of Matter, Transport and Energy, Tempe, AZ, USA
- Nan Xu 0015 — Zhejiang University, College of Optical Science and Engineering, Hangzhou, China
- Nan Xu 0016 — City University of Hong Kong, Hong Kong (and 1 more)
- Nan Xu 0017 — Tsinghua University, Department of Earth System Science, Ministry of Education Key Laboratory for Earth System Modeling, Beijing, China
- Nan Xu 0018 — Taobao & Tmall Group, Hangzhou, China
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2020 – today
- 2025
[c10]Yexiang Liu, Zekun Li, Zhi Fang, Nan Xu, Ran He, Tieniu Tan:
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory. ACL (1) 2025: 27962-27994- [c9]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. ICLR 2025 - [c8]Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen:
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. NAACL (Long Papers) 2025: 3299-3324 - [i15]Bangzheng Li, Fei Wang, Wenxuan Zhou, Nan Xu, Ben Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection. CoRR abs/2503.11794 (2025) - [i14]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) - [i13]Yexiang Liu, Zekun Li, Zhi Fang, Nan Xu, Ran He, Tieniu Tan:
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory. CoRR abs/2505.10981 (2025) - [i12]James Y. Huang, Wenxuan Zhou, Nan Xu, Fei Wang, Qin Liu, Sheng Zhang, Hoifung Poon, Muhao Chen:
OmniStruct: Universal Text-to-Structure Generation across Diverse Schemas. CoRR abs/2511.18335 (2025) - [i11]Jiyoon Pyo, Yuankun Jiao, Dongwon Jung, Zekun Li, Leeje Jang, Sofia Kirsanova, Jina Kim, Yijun Lin, Qin Liu, Junyi Xie, Hadi Askari, Nan Xu, Muhao Chen, Yao-Yi Chiang:
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models. CoRR abs/2512.08016 (2025) - 2024
- [c7]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. EMNLP 2024: 8078-8088 - [c6]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 - [c5]Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao:
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. ICLR 2024 - [c4]Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. NAACL-HLT (Findings) 2024: 3526-3548 - [i10]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) - [i9]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 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) - [i8]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR abs/2406.11839 (2024) - [i7]Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen:
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. CoRR abs/2407.00902 (2024) - 2023
- [c3]Shenyuan Huang, Huaibo Huang, Zi Wang, Nan Xu, Aihua Zheng, Ran He:
Uncertainty-Guided Test-Time Training for Face Forgery Detection. ACPR (2) 2023: 258-272 - [c2]Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen:
Dense Retrieval as Indirect Supervision for Large-space Decision Making. EMNLP (Findings) 2023: 15021-15033 - [i6]Zhengbo Wang, Jian Liang, Ran He, Nan Xu, Zilei Wang, Tieniu Tan:
Improving Zero-Shot Generalization for CLIP with Synthesized Prompts. CoRR abs/2307.07397 (2023) - [i5]Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao:
AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. CoRR abs/2310.04451 (2023) - [i4]Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen:
Dense Retrieval as Indirect Supervision for Large-space Decision Making. CoRR abs/2310.18619 (2023) - [i3]Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. CoRR abs/2311.09827 (2023) - 2022
- [c1]Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. EMNLP 2022: 8642-8658 - [i2]Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen:
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. CoRR abs/2205.12640 (2022)
2010 – 2019
- 2017
- [i1]Nan Xu, Yanqing Guo, Jiujun Wang, Xiangyang Luo, Ran He:
Joint Adaptive Neighbours and Metric Learning for Multi-view Subspace Clustering. CoRR abs/1709.03656 (2017)
Coauthor Index
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