Xiaomeng Hu

According to our database, Xiaomeng Hu authored at least 19 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Attention Slipping: A Mechanistic Understanding of Jailbreak Attacks and Defenses in LLMs.

Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

CoRR, July, 2025

Flow-CDNet: A Novel Network for Detecting Both Slow and Fast Changes in Bitemporal Images.

Haoxuan Li, Chenxu Wei, Haodong Wang, Xiaomeng Hu, Boyuan An, Lingyan Ran, Baosen Zhang, Jin Jin, Omirzhan Taukebayev, Amirkhan Temirbayev, Junrui Liu, Xiuwei Zhang

CoRR, July, 2025

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models.

Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao

CoRR, May, 2025

LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.

Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao

CoRR, May, 2025

ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models.

Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models.

Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Mapping the neural mechanism that distinguishes between holistic thinking and analytic thinking.

Yue Teng, Hui-Xian Li, Sylvia Xiaohua Chen, Francisco Xavier Castellanos, Chao-Gan Yan, Xiaomeng Hu

NeuroImage, 2024

TableGPT2: A Large Multimodal Model with Tabular Data Integration.

Aofeng Su, Aowen Wang, Chao Ye, Chen Zhou, Ga Zhang, Gang Chen, Guangcheng Zhu, Haobo Wang, Haokai Xu, Hao Chen, Haoze Li, Haoxuan Lan, Jiaming Tian, Jing Yuan, Junbo Zhao, Junlin Zhou, Kaizhe Shou, Liangyu Zha, Lin Long, Liyao Li, Pengzuo Wu, Qi Zhang, Qingyi Huang, Saisai Yang, Tao Zhang, Wentao Ye, Wufang Zhu, Xiaomeng Hu, Xijun Gu, Xinjie Sun, Xiang Li, Yuhang Yang, Zhiqing Xiao

CoRR, 2024

The high dimensional psychological profile and cultural bias of ChatGPT.

Hang Yuan, Zhongyue Che, Shao Li, Yue Zhang, Xiaomeng Hu, Siyang Luo

CoRR, 2024

Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes.

Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection.

Xiaomeng Hu, Yiming Zhang, Ru Peng, Haozhe Zhang, Chenwei Wu, Gang Chen, Junbo Zhao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning.

Hao Chen, Yiming Zhang, Qi Zhang, Hantao Yang, Xiaomeng Hu, Xuetao Ma, Yifan Yanggong, Junbo Zhao

CoRR, 2023

A multi-objective optimization trajectory interpolation method based on fifth-degree B-spline curves ^*.

Qiang Yang, Xiaomeng Hu, Liang Du, Sheng Bao, Jianjun Yuan

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Multi-objective geometric optimization of a multi-link robot manipulator considering dynamics performance.

Zixin Gao, Liang Du, Xiaomeng Hu, Zhengtao Hu, Sheng Bao, Kensuke Harada, Jianjun Yuan

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

RADAR: Robust AI-Text Detection via Adversarial Learning.

Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

P³ Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

CoRR, 2022

P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Stiffness modeling of redundant robots with large load capacity and workspace.

Meng Li, Xiaomeng Hu, Liang Du, Sheng Bao, Jianjun Yuan

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2022

Multi-Objective Geometric Optimization of A Multi-Link Manipulator Using Parameterized Design Method.

Xiaomeng Hu, Weiwei Wan, Liang Du, Jianjun Yuan, Shugen Ma

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022