Huazhong University of Science and Technology（华中科技大学）

Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning

Linger Deng, Linghao Zhu, Yuliang Liu, Yu Wang, Qunyi Xie, Jingjing Wu, Gang Zhang, Yingying Zhu, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； Department of Computer Vision Technology, Baidu Inc（百度公司计算机视觉技术部门） 纠错

Minute-Long Videos with Dual Parallelisms

Zeqing Wang, Bowen Zheng, Xingyi Yang, Zhenxiong Tan, Yuecong Xu, Xinchao Wang

机构 * National University of Singapore（国立新加坡大学） ； Xidian University（西安电子科技大学） ； Huazhong University of Science and Technology（华中科技大学） 纠错

Comments The code is available at https://github.com/DualParal-Project/DualParal

Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression

Yiwei Xie, Ping Liu, Zheng Zhang

机构 * Huazhong University of Science and Technology, China（华中科技大学） ； University of Nevada, Reno（内华达大学拉斯维加斯分校） 纠错

CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction

Jingheng Ye, Zishan Xu, Yinghui Li, Linlin Song, Qingyu Zhou, Hai-Tao Zheng, Ying Shen, Wenhao Jiang, Hong-Gee Kim, Ruitong Liu, Xin Su, Zifei Shan

机构 * Tsinghua University（清华大学） ； Huazhong University of Science and Technology（华中科技大学） ； ByteDance Inc.（字节跳动公司） ； Peng Cheng Laboratory（鹏城实验室） ； Sun-Yat Sen University（孙中山大学） ； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)（广东人工智能与数字经济实验室（SZ）） ； Seoul National University（首尔国立大学） ； Tencent（腾讯） 纠错

Comments 19 pages, 12 tables, 3 figures. Accepted to ACL 2025 Main

VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models

Bingrui Sima, Linhua Cong, Wenxuan Wang, Kun He

机构 * Huazhong University of Science and Technology（华中科技大学） ； Hong Kong University of Science and Technology（香港科技大学） 纠错

RoBiS: Robust Binary Segmentation for High-Resolution Industrial Images

Xurui Li, Zhonesheng Jiang, Tingxuan Ai, Yu Zhou

机构 * School of Electronic Information and Communications, Huazhong University of Science and Technology（电子信息与通讯学院，华中科技大学） ； Hubei Key Laboratory of Smart Internet Technology, Huazhong University of Science and Technology（湖北省智能互联网技术重点实验室，华中科技大学） ； Artificial Intelligence Research Institute, Wuhan JingCe Electronic Group Co., LTD（人工智能研究院，武汉景创电子集团有限公司） 纠错

Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking

Lingyi Cai, Ruichen Zhang, Changyuan Zhao, Yu Zhang, Jiawen Kang, Dusit Niyato, Tao Jiang, Xuemin Shen

机构 * Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology（6G移动通信研究中心，信息科学与工程学院，华中科技大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； School of Automation, Guangdong University of Technology（自动化学院，广东工业大学） ； Department of Electrical and Computer Engineering, University of Waterloo（电气与计算机工程系，滑铁卢大学） 纠错

Comments 7 pages, 5 figures

WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?

An-Lan Wang, Jingqun Tang, Liao Lei, Hao Feng, Qi Liu, Xiang Fei, Jinghui Lu, Han Wang, Weiwei Liu, Hao Liu, Yuliang Liu, Xiang Bai, Can Huang

机构 * ByteDance, China（字节跳动，中国） ； Huazhong University of Science and Technology, China（华中科技大学，中国） 纠错

TokBench: Evaluating Your Visual Tokenizer before Visual Generation

Junfeng Wu, Dongliang Luo, Weizhi Zhao, Zhihao Xie, Yuanhao Wang, Junyi Li, Xudong Xie, Yuliang Liu, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） 纠错

Comments Benchmark, homepagee: https://wjf5203.github.io/TokBench

Why Not Replace? Sustaining Long-Term Visual Localization via Handcrafted-Learned Feature Collaboration on CPU

Yicheng Lin, Yunlong Jiang, Xujia Jiao, Bin Han

机构 * State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology（智能制造装备与技术国家重点实验室，机械科学与工程学院，华中科技大学） 纠错

Comments 8 pages, 6 gifures

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Hao Liu, Zhengren Wang, Xi Chen, Zhiyu Li, Feiyu Xiong, Qinhan Yu, Wentao Zhang

机构 * Peking University（北京大学） ； Center for LLM, Institute for Advanced Algorithms Research（大模型中心，高级算法研究所） ； Huazhong University of Science and Technology（华中科技大学） 纠错

BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization

Xueyang Zhou, Guiyao Tie, Guowen Zhang, Hechang Wang, Pan Zhou, Lichao Sun

机构 * Huazhong University of Science and Technology（华中科技大学） ； Lehigh University（莱斯大学） 纠错

Comments 19 pages, 12 figures, 6 tables

Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs

Lang Gao, Kaiyang Wan, Wei Liu, Chenxi Wang, Zirui Song, Zixiang Xu, Yanbo Wang, Veselin Stoyanov, Xiuying Chen

机构 * MBZUAI ； Huazhong University of Science and Technology（华中科技大学） 纠错

Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models

Lang Gao, Jiahui Geng, Xiangliang Zhang, Preslav Nakov, Xiuying Chen

机构 * MBZUAI ； Huazhong University of Science and Technology（华中科技大学） ； University of Notre Dame（诺丁汉大学） 纠错

Comments 17 pages, 9 figures

A system identification approach to clustering vector autoregressive time series

Zuogong Yue, Xinyi Wang, Victor Solo

机构 * School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, China（华中科技大学人工智能与自动化学院） ； School of Electrical Engineering and Telecommunications, UNSW Sydney, NSW, Australia（新南威尔士大学悉尼分校电子与电信工程学院） 纠错

From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents

Liangxuan Wu, Chao Wang, Tianming Liu, Yanjie Zhao, Haoyu Wang

机构 * Huazhong University of Science and Technology（华中科技大学） 纠错

Learning to Learn Weight Generation via Local Consistency Diffusion

Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Lei Li

机构 * Nanyang Technological University（南洋理工大学） ； Huazhong University of Science and Technology（华中科技大学） ； University of Washington（华盛顿大学） ； University of Copenhagen（哥本哈根大学） 纠错

Context-Aware Autoregressive Models for Multi-Conditional Image Generation

Yixiao Chen, Zhiyuan Ma, Guoli Jia, Che Jiang, Jianjun Li, Bowen Zhou

机构 * Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系） ； Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； School of Computer Science and Technology, Huazhong University of Science and Technology（华中科技大学计算机科学与技术学院） 纠错

CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution

Ruiyang Xu, Jialun Cao, Yaojie Lu, Ming Wen, Hongyu Lin, Xianpei Han, Ben He, Shing-Chi Cheung, Le Sun

机构 * Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences（中国科学院软件研究所信息处理实验室） ； University of Chinese Academy of Sciences（中国科学院大学） ； The Hong Kong University of Science and Technology（香港科技大学） ； Huazhong University of Science and Technology（华中科技大学） 纠错

Comments 18pages, Accepted to ACL 2025 Main Conference

Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models

Fengfan Zhou, Qianyu Zhou, Hefei Ling, Xuequan Lu

机构 * School of Computer Science and Technology, Huazhong University of Science and Technology（华中科技大学计算机科学与技术学院） ； College of Computer Science and Technology, Jilin University（吉林大学计算机科学与技术学院） ； Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, JLU（教育部符号计算与知识工程重点实验室） ； Department of Computer Science and Software Engineering, The University of Western Australia（西澳大学计算机科学与软件工程系） 纠错

Comments Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI 2025)

FlowDreamer: A RGB-D World Model with Flow-based Motion Representations for Robot Manipulation

Jun Guo, Xiaojian Ma, Yikai Wang, Min Yang, Huaping Liu, Qing Li

机构 * State Key Laboratory of General Artificial Intelligence (BIGAI)（通用人工智能国家重点实验室（BIGAI）） ； Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系） ； School of Artificial Intelligence, Beijing Normal University（北京师范大学人工智能学院） ； School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（华中科技大学人工智能与自动化学院） 纠错

Comments Project page: see https://sharinka0715.github.io/FlowDreamer/

Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving

Zongchuang Zhao, Haoyu Fu, Dingkang Liang, Xin Zhou, Dingyuan Zhang, Hongwei Xie, Bing Wang, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； Xiaomi EV（小米电动车） 纠错

Comments The dataset and code will be released at https://github.com/zc-zhao/DriveMonkey

CAST: Component-Aligned 3D Scene Reconstruction from an RGB Image

Kaixin Yao, Longwen Zhang, Xinhao Yan, Yan Zeng, Qixuan Zhang, Wei Yang, Lan Xu, Jiayuan Gu, Jingyi Yu

机构 * ShanghaiTech University（上海科技大学） ； Deemos Technology Co., Ltd.（德摩斯科技有限公司） ； Huazhong University of Science and Technology（华中科技大学） 纠错

Comments Project Page: https://sites.google.com/view/cast4

Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection

Yuqi Cheng, Yunkang Cao, Dongfang Wang, Weiming Shen, Wenlong Li

机构 * State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology（智能制造装备与技术国家重点实验室，华中科技大学） 纠错

Comments 12 pages, 12 figures

FNBench: Benchmarking Robust Federated Learning against Noisy Labels

Xuefeng Jiang, Jia Li, Nannan Wu, Zhiyuan Wu, Xujing Li, Sheng Sun, Gang Xu, Yuwei Wang, Qi Li, Min Liu

机构 * Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； University of Chinese Academy of Sciences（中国科学院大学） ； Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所） ； Huazhong University of Science and Technology（华中科技大学） ； Institution for Network Sciences and Cyberspace, Tsinghua University（清华大学网络科学与空间研究所） ； Zhongguancun Laboratory（中关村实验室） 纠错

Comments Submitted to IEEE TDSC, currently under major revision

Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach

Yong Xiao, Guangming Shi, Ping Zhang

机构 * School of Electronic Information and Communications, the Huazhong University of Science and Technology, Wuhan, China（电子信息与通信学院，华中科技大学，武汉） ； Peng Cheng Laboratory, Shenzhen, China（鹏城实验室，深圳，中国） ； Pazhou Laboratory (Huangpu), Guangzhou, China（琶洲实验室（黄埔），广州，中国） ； School of Artificial Intelligence, Xidian University, Xi’an, Shaanxi 710071, China（人工智能学院，西安电子科技大学，西安，陕西） ； State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China（网络与交换技术国家重点实验室，北京邮电大学，北京，中国） 纠错

Comments Accepted at IEEE Communications Magazine

IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching

Gangwei Xu, Xianqi Wang, Zhaoxing Zhang, Junda Cheng, Chunyuan Liao, Xin Yang

机构 * School of Electronic Information and Communications, Huazhong University of Science and Technology（电子信息与通信学院，华中科技大学） ； HiScene Information Technology Co., Ltd.（HiScene信息技术有限公司） 纠错

Comments Accepted by TPAMI 2025

DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning under Two-sided Incomplete Information

Yun Xin, Jianfeng Lu, Shuqin Cao, Gang Li, Haozhao Wang, Guanghui Wen

机构 * School of Computer Science and Technology, Wuhan University of Science and Technology（武汉科技大学计算机科学与技术学院） ； Key Laboratory of Social Computing and Cognitive Intelligence (Dalian University of Technology), Ministry of Education, China（大连理工大学社会计算与认知智能重点实验室（教育部）） ； Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan University of Science and Technology, China（湖北省智能信息处理与实时工业系统重点实验室（武汉科技大学）） ； College of Computer Science, Inner Mongolia University, China（内蒙古大学计算机学院） ； School of Computer Science and Technology, Huazhong University of Science and Technology, China（华中科技大学计算机科学与技术学院） ； School of Automation, Southeast University, China（东南大学自动化学院） 纠错

Tetrahedron-Net for Medical Image Registration

Jinhai Xiang, Shuai Guo, Qianru Han, Dantong Shi, Xinwei He, Xiang Bai

机构 * Huazhong Agricultural University（华中农业大学） ； Huazhong University of Science and Technology（华中科技大学） 纠错

TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis

Weize Quan, Yunfei Feng, Ming Zhou, Yunzhen Zhao, Tong Wang, Dong-Ming Yan

机构 * State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences（多模态人工智能系统国家重点实验室，中国科学院自动化研究所） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（华中科技大学人工智能与自动化学院） ； Tencent（腾讯） ； School of Information Science and Technology, Donghua University（东华大学信息科学与技术学院） 纠错