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

Less is Enough: Training-Free Video Diffusion Acceleration via Runtime-Adaptive Caching

Xin Zhou, Dingkang Liang, Kaijin Chen, Tianrui Feng, Xiwu Chen, Hongkai Lin, Yikang Ding, Feiyang Tan, Hengshuang Zhao, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； MEGVII Technology（美科七科技） ； University of Hong Kong（香港大学） 纠错

Comments The code is made available at https://github.com/H-EmbodVis/EasyCache. Project page: https://h-embodvis.github.io/EasyCache/

PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View

Longliang Liu, Miaojie Feng, Junda Cheng, Jijun Xiang, Xuan Zhu, Xin Yang

机构 * School of EIC, Huazhong University of Science and Technology（电子信息学院，华中科技大学） 纠错

BANet: Bilateral Aggregation Network for Mobile Stereo Matching

Gangwei Xu, Jiaxin Liu, Xianqi Wang, Junda Cheng, Yong Deng, Jinliang Zang, Yurui Chen, Xin Yang

机构 * Huazhong University of Science and Technology（华中科技大学） ； Autel Robotics（Autel机器人公司） ； Optics Valley Laboratory（光学谷实验室） 纠错

Comments Accepted by ICCV 2025

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models

Yuxuan Cai, Jiangning Zhang, Haoyang He, Xinwei He, Ao Tong, Zhenye Gan, Chengjie Wang, Zhucun Xue, Yong Liu, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； Zhejiang University（浙江大学） ； Youtu Lab, Tencent（腾讯优图实验室） ； Huazhong Agricultural University（华中农业大学） 纠错

Comments ICCV'25

An RRT* algorithm based on Riemannian metric model for optimal path planning

Yu Zhang, Qi Zhou, Xiao-Song Yang

机构 * School of Mathematics and Statistics（数学与统计学学院） ； Huazhong University of Science and Technology（华中科技大学） ； Hubei Key Laboratory of Engineering Modeling and Scientific Computing（湖北省工程建模与科学计算重点实验室） 纠错

Comments 27 pages

Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces

Dongrui Wu

机构 * Ministry of Education Key Laboratory of Image Processing and Intelligent Control, Huazhong University of Science and Technology, Wuhan, 430074 China（教育部长图像处理与智能控制重点实验室，华中科技大学，武汉，430074中国） ； Zhongguancun Academy, Beijing, 100084 China（中关村学院，北京，100084中国） 纠错

Journal ref Journal of Neural Engineering, 22: 031005, 2025

MVP: Winning Solution to SMP Challenge 2025 Video Track

Liliang Ye, Yunyao Zhang, Yafeng Wu, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang, Zikai Song

机构 * Huazhong University of Science and Technology（华中科技大学） ； La Trobe University（拉特罗布大学） 纠错

HyperFusion: Hierarchical Multimodal Ensemble Learning for Social Media Popularity Prediction

Liliang Ye, Yunyao Zhang, Yafeng Wu, Yi-Ping Phoebe Chen, Junqing Yu, Wei Yang, Zikai Song

机构 * Huazhong University of Science and Technology（华中科技大学） ； La Trobe University（拉特罗布大学） 纠错

UAVD-Mamba: Deformable Token Fusion Vision Mamba for Multimodal UAV Detection

Wei Li, Jiaman Tang, Yang Li, Beihao Xia, Ligang Tan, Hongmao Qin

机构 * College of Mechanical and Vehicle Engineering, Hunan University（湖南大学机械与车辆工程学院） ； School of Electronic Information and Communications, Huazhong University of Science and Technology（华中科技大学电子信息与通信学院） 纠错

Comments The paper was accepted by the 36th IEEE Intelligent Vehicles Symposium (IEEE IV 2025)

SCING:Towards More Efficient and Robust Person Re-Identification through Selective Cross-modal Prompt Tuning

Yunfei Xie, Yuxuan Cheng, Juncheng Wu, Haoyu Zhang, Yuyin Zhou, Shoudong Han

机构 * Huazhong University of Science and Technology（华中科技大学） ； Huazhong Agricultural University（华中农业大学） ； University of California, Santa Cruz（加州大学圣克ruz分校） ； City University of Hong Kong (Dongguan)（香港城市大学（东莞）） 纠错

INP-Former++: Advancing Universal Anomaly Detection via Intrinsic Normal Prototypes and Residual Learning

Wei Luo, Haiming Yao, Yunkang Cao, Qiyu Chen, Ang Gao, Weiming Shen, Wenyong Yu

机构 * State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University（清华大学精密测量技术与仪器国家重点实验室，精密仪器系） ； State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology（华中科技大学智能制造装备技术国家重点实验室） ； Hunan University School of Robotics（湖南大学机器人学院） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） 纠错

Comments 15 pages, 11 figures, 13 tables. arXiv admin note: substantial text overlap with arXiv:2503.02424

Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model

Shiming Chen, Bowen Duan, Salman Khan, Fahad Shahbaz Khan

机构 * Mohamed bin Zayed University of AI（莫扎伊德大学人工智能学院） ； Huazhong University of Science and Technology（华中科技大学） ； Australian National University（澳大利亚国立大学） ； Linköping University（林雪平大学） 纠错

Comments Accepted to ICCV'25

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead

Hongzhou Rao, Yanjie Zhao, Xinyi Hou, Shenao Wang, Haoyu Wang

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

Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration

Dongyue Wu, Zilin Guo, Jialong Zuo, Nong Sang, Changxin Gao

机构 * National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artifcial Intelligence and Automation, Huazhong University of Science and Technology（multispectral information intelligent processing technology 国家重点实验室，人工智能与自动化学院，华中科技大学） 纠错

Comments Accepted by ICCV2025

Instant GaussianImage: A Generalizable and Self-Adaptive Image Representation via 2D Gaussian Splatting

Zhaojie Zeng, Yuesong Wang, Chao Yang, Tao Guan, Lili Ju

机构 * School of Computer Science & Technology, Huazhong University of Science and Technology（华中科技大学计算机科学与技术学院） ； NERCGIS, China University of Geoscience (Wuhan)（中国地质大学（武汉）NERCGIS） ； Department of Mathematics, University of South Carolina（南卡罗来纳大学数学系） 纠错

STD-GS: Exploring Frame-Event Interaction for SpatioTemporal-Disentangled Gaussian Splatting to Reconstruct High-Dynamic Scene

Hanyu Zhou, Haonan Wang, Haoyue Liu, Yuxing Duan, Luxin Yan, Gim Hee Lee

机构 * National Key Lab of Multispectral Information Intelligent Processing Technology（多谱信息智能处理国家级重点实验室） ； School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（人工智能与自动化学院，华中科技大学） ； School of Computing, National University of Singapore（计算机学院，新加坡国立大学） 纠错

Dynamic View Synthesis from Small Camera Motion Videos

Huiqiang Sun, Xingyi Li, Juewen Peng, Liao Shen, Zhiguo Cao, Ke Xian, Guosheng Lin

机构 * Key Laboratory of Image Processing and Intelligent Control, Ministry of Education（图像处理与智能控制重点实验室） ； School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（人工智能与自动化学院） ； School of Electronic Information and Communications, Huazhong University of Science and Technology（电子信息与通讯学院） ； S-Lab, Nanyang Technological University (NTU)（南洋理工大学S实验室） 纠错

Comments Accepted by TVCG

CA-Diff: Collaborative Anatomy Diffusion for Brain Tissue Segmentation

Qilong Xing, Zikai Song, Yuteng Ye, Yuke Chen, Youjia Zhang, Na Feng, Junqing Yu, Wei Yang

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Huazhong University of Science and Technology（华中科技大学） 纠错

Comments ICME 2025

Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models

Zhuojun Ding, Wei Wei, Chenghao Fan

机构 * School of Computer Science & Technology, Huazhong University of Science and Technology（计算机科学与技术学院，华中科技大学） 纠错

Tracing Intricate Cues in Dialogue: Joint Graph Structure and Sentiment Dynamics for Multimodal Emotion Recognition

Jiang Li, Xiaoping Wang, Zhigang Zeng

机构 * 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） ； Institute of Artificial Intelligence, Huazhong University of Science and Technology（华中科技大学人工智能研究院） ； Hubei Key Laboratory of Brain-Inspired Intelligent Systems, Huazhong University of Science and Technology（华中科技大学脑启发智能系统省重点实验室） ； Key Laboratory of Image Processing and Intelligent Control (Huazhong University of Science and Technology), Ministry of Education（图像处理与智能控制重点实验室（华中科技大学）） 纠错

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence

RM-Dijkstra: A surface optimal path planning algorithm based on Riemannian metric

Yu Zhang, Xiao-Song Yang

机构 * School of Mathematics and Statistics, Huazhong University of Science and Technology（华中科技大学数学与统计学院） 纠错

Comments 7 pages

TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments

Sheng Yun, Jianhua Pei, Ping Wang

机构 * Department of Electrical Engineering and Computer Science, Lassonde School of Engineering, York University（电气工程与计算机科学系，拉索nde 工程学院，约克大学） ； School of Electrical and Electronic Engineering, Huazhong University of Science and Technology（电子与电气工程学院，华中科技大学） 纠错

DFVEdit: Conditional Delta Flow Vector for Zero-shot Video Editing

Lingling Cai, Kang Zhao, Hangjie Yuan, Xiang Wang, Yingya Zhang, Kejie Huang

机构 * Zhejiang University（浙江大学） ； Tongyi Lab（通义实验室） ； DAMO Academy（达摩院） ； Huazhong University of Science and Technology（华中科技大学） 纠错

Comments Zero-shot video editing

CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and Solutions

Yangzhe Peng, Kaiyuan Gao, Liang He, Yuheng Cong, Haiguang Liu, Kun He, Lijun Wu

机构 * Huazhong University of Science and Technology（华中科技大学） ； Microsoft Research AI for Science（微软研究院人工智能科学部） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

Comments Accepted to KDD 2025 Research Track

Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration

Jiaxing Huang, Heng Guo, Le Lu, Fan Yang, Minfeng Xu, Ge Yang, Wei Luo

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； DAMO Academy, Alibaba Group（阿里云达摩院） ； Union Hospital, Huazhong University of Science and Technology（华中科技大学同济医院） ； Xiangya Hospital, Central South University（中南大学湘雅医院） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Hupan Lab, Hangzhou 310023, China（沪幻实验室） 纠错

Comments Accepted by MICCAI 2025

MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration

Tao Guo, Yinuo Wang, Shihao Shu, Weimin Yuan, Diansheng Chen, Zhouping Tang, Cai Meng, Xiangzhi Bai

机构 * Image Processing Center, Beihang University, Beijing, China（北京航空航天大学图像处理中心） ； Robotics Institute, Beihang University, Beijing, China（北京航空航天大学机器人研究所） ； Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China（华中科技大学同济医院） 纠错

CoCo4D: Comprehensive and Complex 4D Scene Generation

Junwei Zhou, Xueting Li, Lu Qi, Ming-Hsuan Yang

机构 * Huazhong University of Science and Technology（华中科技大学） ； NVIDIA ； Wuhan University（武汉大学） ； Insta360 Research（Insta360研究院） ； UC Merced（加州大学默塞德分校） 纠错

Comments 16 pages,10 figures

Efficient Extreme Operating Condition Search for Online Relay Setting Calculation in Renewable Power Systems Based on Parallel Graph Neural Network

Yan Li, Zengli Yang, Youhuai Wang, Jing Wang, Xiaoyu Han, Jingyu Wang, Dongyuan Shi

机构 * State Key Laboratory of Advanced Electromagnetic Technology and the School of Electrical and Electronic Engineering, Huazhong University of Science and Technology（先进电磁技术国家重点实验室和华中科技大学电子与信息学院） ； State Grid Hubei Electric Power Co., Ltd.（国网湖北省电力有限公司） 纠错

SDDiff: Boost Radar Perception via Spatial-Doppler Diffusion

Shengpeng Wang, Xin Luo, Yulong Xie, Wei Wang

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

Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency

Xiangyu Guo, Zhanqian Wu, Kaixin Xiong, Ziyang Xu, Lijun Zhou, Gangwei Xu, Shaoqing Xu, Haiyang Sun, Bing Wang, Guang Chen, Hangjun Ye, Wenyu Liu, Xinggang Wang

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