Xiaomeng Hu

33 papers A* 7A 1Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Supervised Fine-Tuning Needs to Unlock the Potential of Token Priority.
CoRR
Zhanming Shen, Zeyu Qin, Jiaqi Hu, Wentao Ye, Hao Chen, Xiaomeng Hu, Haokai Xu, Gang Chen, Yi R. Fung, Haobo Wang
2025 J jnl
A Global Approach for Generalized Semi-Infinite Programs with Polyhedral Parameter Sets.
J. Optim. Theory Appl.
Xiaomeng Hu, Jiawang Nie, Suhan Zhong
2025 — conf
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models.
ACL (Findings)
Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao
2025 J jnl
ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models.
CoRR
Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao
2025 J jnl
Artificial Intelligence Versus Human Fundraisers: Evidence That Narrative Perspective and Fundraiser Identity Influence Donation Intentions.
Cyberpsychology Behav. Soc. Netw.
Huarong Liu, Qilong Li, Yumeng Sun, Mo Chen, Yuxuan An, Thomas Talhelm, Xiaomeng Hu
2025 J jnl
Attention Slipping: A Mechanistic Understanding of Jailbreak Attacks and Defenses in LLMs.
CoRR
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2025 J jnl
CARE: Decoding Time Safety Alignment via Rollback and Introspection Intervention.
CoRR
Xiaomeng Hu, Fei Huang, Chenhan Yuan, Junyang Lin, Tsung-Yi Ho
2025 A* conf
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency.
EMNLP
Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao
2025 J jnl
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency.
CoRR
Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao
2025 J jnl
Flow-CDNet: A Novel Network for Detecting Both Slow and Fast Changes in Bitemporal Images.
CoRR
Haoxuan Li, Chenxu Wei, Haodong Wang, Xiaomeng Hu, Boyuan An, Lingyan Ran, Baosen Zhang, Jin Jin, Omirzhan Taukebayev, Amirkhan Temirbayev, Junrui Liu, Xiuwei Zhang
2025 J jnl
ICX360: In-Context eXplainability 360 Toolkit.
CoRR
Dennis Wei, Ronny Luss, Xiaomeng Hu, Lucas Monteiro Paes, Pin-Yu Chen, Karthikeyan Natesan Ramamurthy, Erik Miehling, Inge Vejsbjerg, Hendrik Strobelt
2025 A* conf
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.
EMNLP
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
2025 J jnl
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.
CoRR
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
2025 J jnl
Polynomial optimization relaxations for generalized semi-infinite programs.
Math. Program. Comput.
Xiaomeng Hu, Jiawang Nie
2025 J jnl
Reinforcement Learning with Rubric Anchors.
CoRR
Zenan Huang, Yihong Zhuang, Guoshan Lu, Zeyu Qin, Haokai Xu, Tianyu Zhao, Ru Peng, Jiaqi Hu, Zhanming Shen, Xiaomeng Hu, Xijun Gu, Peiyi Tu, Jiaxin Liu, Wenyu Chen, Yuzhuo Fu, Zhiting Fan, Yanmei Gu, Yuanyuan Wang, Zhengkai Yang, Jianguo Li, Junbo Zhao
2025 J jnl
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm.
CoRR
Jingqi Tong, Yurong Mou, Hangcheng Li, Mingzhe Li, Yongzhuo Yang, Ming Zhang, Qiguang Chen, Tianyi Liang, Xiaomeng Hu, Yining Zheng, Xinchi Chen, Jun Zhao, Xuanjing Huang, Xipeng Qiu
2025 A* conf
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models.
AAAI
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2024 A* conf
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection.
EMNLP
Xiaomeng Hu, Yiming Zhang, Ru Peng, Haozhe Zhang, Chenwei Wu, Gang Chen, Junbo Zhao
2024 A* conf
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes.
NeurIPS
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2024 J jnl
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes.
CoRR
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2024 J jnl
Mapping the neural mechanism that distinguishes between holistic thinking and analytic thinking.
NeuroImage
Yue Teng, Hui-Xian Li, Sylvia Xiaohua Chen, Francisco Xavier Castellanos, Chao-Gan Yan, Xiaomeng Hu
2024 J jnl
TableGPT2: A Large Multimodal Model with Tabular Data Integration.
CoRR
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
2024 J jnl
The high dimensional psychological profile and cultural bias of ChatGPT.
CoRR
Hang Yuan, Zhongyue Che, Shao Li, Yue Zhang, Xiaomeng Hu, Siyang Luo
2024 J jnl
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models.
CoRR
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2023 — conf
A multi-objective optimization trajectory interpolation method based on fifth-degree B-spline curves
ROBIO
Qiang Yang, Xiaomeng Hu, Liang Du, Sheng Bao, Jianjun Yuan
2023 J jnl
Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning.
CoRR
Hao Chen, Yiming Zhang, Qi Zhang, Hantao Yang, Xiaomeng Hu, Xuetao Ma, Yifan Yanggong, Junbo Zhao
2023 — conf
Multi-objective geometric optimization of a multi-link robot manipulator considering dynamics performance.
ROBIO
Zixin Gao, Liang Du, Xiaomeng Hu, Zhengtao Hu, Sheng Bao, Kensuke Harada, Jianjun Yuan
2023 A* conf
RADAR: Robust AI-Text Detection via Adversarial Learning.
NeurIPS
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2023 J jnl
RADAR: Robust AI-Text Detection via Adversarial Learning.
CoRR
Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho
2022 A conf
Multi-Objective Geometric Optimization of A Multi-Link Manipulator Using Parameterized Design Method.
IROS
Xiaomeng Hu, Weiwei Wan, Liang Du, Jianjun Yuan, Shugen Ma
2022 J jnl
P
CoRR
Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2022 A* conf
P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning.
SIGIR
Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
2022 — conf
Stiffness modeling of redundant robots with large load capacity and workspace.
RCAR
Meng Li, Xiaomeng Hu, Liang Du, Sheng Bao, Jianjun Yuan