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张维刚,男,博士,教授,博士生导师。分别于2003、2005和2016年获得哈尔滨工业大学工学学士、硕士和博士学位。目前任教于哈尔滨工业大学(威海)计算机科学与技术学院/软件学院,担任副院长。主要研究方向为跨媒体分析推理、智能视频分析、人工智能应用研究等。主持/参与国家自然科学基金面上项目、国家自然科学基金联合基金重点项目、国家重点研发计划政府间国际科技创新合作重点专项、山东省自然科学基金面上项目等多个科研任务,并承担完成了多项企业产学研合作项目。在国内外会议及期刊上发表学术论文80余篇,谷歌学术引用次数2000+,包括领域内顶级国际期刊IJCV、IEEE TIP、TMM、TCSVT等及CCF-A类顶级国际会议论文ACM MM、CVPR、IJCAI等,获得IEEE MIPR 2018最佳学生论文奖和国家发明专利授权7项,是NCMT 2016、ChinaMM 2017/2018/2019、IEEE BigMM 2017/2018、IEEE MIPR 2020、NCIG 2020的程序委员会成员,担任IEEE TCB、TNNLS、ACM TOMM等国际期刊审稿人,并担任IEEE BigMM 2018的Web Co-Chairs,是中国计算机学会(CCF)多媒体技术专委执行委员、中国图象图形学会多媒体专委委员。 工作经历 2023.03 - 至今,哈尔滨工业大学,计算机科学与技术,博士生导师 2022.12 - 至今,哈尔滨工业大学(威海),计算机科学与技术学院,教授 2017.05 - 至今,哈尔滨工业大学,计算机科学与技术,硕士生导师 2005.07 - 2022.12,哈尔滨工业大学(威海),计算机科学与技术学院,历任助教、讲师、副教授 2020.07 - 至今,哈尔滨工业大学(威海),计算机科学与技术学院副院长兼软件学院副院长 2019.10 - 2020.07,哈尔滨工业大学(威海),计算机科学与技术学院/软件学院,院长助理 2017.06 - 2019.12,哈尔滨工业大学(威海),计算机科学与技术学院,软件与理论教研室主任 学习经历 2008.03-2015.12,哈尔滨工业大学,计算机应用技术,研究生,博士,导师:高文院士、黄庆明教授 2003.08-2005.07,哈尔滨工业大学,计算机应用技术,研究生,硕士,导师:高文院士、黄庆明教授 1999.09-2003.07,哈尔滨工业大学,计算机科学与技术,本科,学士

研究领域

AI应用研究,跨媒体分析推理,智能视频分析

近期论文

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Lijun Xiao, Wei Liang, Jiahong Cai, Ming Wang, Jiahong Xiao, Yinyan Gong, Weigang Zhang: An efficiency control strategy of dual-motor multi-gear drive algorithm. Connect. Sci. 35(1) (2023) Yuanpeng Liu, Yingning Wang, Wenpu Geng, Wenqian Zhao, Hao Zhang, Weigang Zhang, Zhongqi Pan, Yang Yue: Parabolic-Index Ring-Core Fiber Supporting High-Purity Orbital Angular Momentum Modes. Sensors 23(7): 3641 (2023) Xiaoqian Lv, Shengping Zhang, Chenyang Wang, Weigang Zhang, Hongxun Yao, Qingming Huang: Unsupervised Low-Light Video Enhancement With Spatial-Temporal Co-Attention Transformer. IEEE Trans. Image Process. 32: 4701-4715 (2023) Weigang Zhang, Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Qingming Huang: Temporal Dynamic Concept Modeling Network for Explainable Video Event Recognition. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 219:1-219:22 (2023) Weigang Zhang, Biyu Zhou, Xuehai Tang, Zhaoxing Wang, Songlin Hu: MixPipe: Efficient Bidirectional Pipeline Parallelism for Training Large-Scale Models. DAC 2023: 1-6 Shiliang Zhang, Guorong Li, Weigang Zhang, Qingming Huang, Tiejun Huang, Mubarak Shah, Nicu Sebe: Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 18(1s): 24:1-24:3 (2022) Cheng Yang, Weigang Zhang: Weakly Supervised Temporal Action Localization Through Contrastive Learning. MIPR 2022: 383-386 Ziheng Yan, Yuankai Qi, Guorong Li, Xinyan Liu, Weigang Zhang, Qingming Huang, Ming-Hsuan Yang: Progressive Multi-resolution Loss for Crowd Counting. CoRR abs/2212.04127 (2022) Wenqian Zhao, Wenpu Geng, Yingning Wang, Yuxi Fang, Changjing Bao, Yongxiong Ren, Weigang Zhang, Hao Zhang, Zhongqi Pan, Yang Yue: Air-Core Non-Zero Dispersion-Shifted Fiber With High-Index Ring for OAM Mode. IEEE Access 9: 107804-107811 (2021) Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian: Graph Regularized Encoder-Decoder Networks for Image Representation Learning. IEEE Trans. Multim. 23: 3124-3136 (2021) Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu: TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert. ICCS (2) 2021: 209-223 Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang, Qingming Huang, Nicu Sebe: Exploiting sample correlation for crowd counting with multi-expert network. ICCV 2021: 3195-3204 Weigang Zhang, Yushu Liu, Jianping Zhong, Guorong Li, Qingming Huang: DBAM: Dense Boundary and Actionness Map for Action Localization in Videos via Sentence Query. ICIG (3) 2021: 799-810 Yushu Liu, Weigang Zhang, Guorong Li, Qingming Huang: Action Category and Phase Consistency Regularization for High-Quality Temporal Action Proposal Generation. ICME 2021: 1-6 Hongjie Tao, Zhangwei Ling, Zhengpei Jiang, Shuai Kong, Weigang Zhang, Jie Geng: Application of Neural Network Technology in Defect Image Recognition. ICMVA 2021: 28-33 Yushu Liu, Weigang Zhang, Guorong Li, Li Su, Qingming Huang: One-Shot Example Videos Localization Network for Weakly-Supervised Temporal Action Localization. MIPR 2021: 125-130 Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Weigang Zhang, Qingming Huang: Modeling Temporal Concept Receptive Field Dynamically for Untrimmed Video Analysis. CoRR abs/2111.11653 (2021) Yingning Wang, Changjing Bao, Jicong Jiang, Yuxi Fang, Wenpu Geng, Zhi Wang, Weigang Zhang, Hao Huang, Yongxiong Ren, Zhongqi Pan, Yang Yue: Two-Octave Supercontinuum Generation of High-Order OAM Modes in Air-Core As?S? Ring Fiber. IEEE Access 8: 114135-114142 (2020) Shuhui Wang, Ling Hu, Liang Li, Weigang Zhang, Qingming Huang: Two-stream deep sparse network for accurate and efficient image restoration. Comput. Vis. Image Underst. 200: 103029 (2020) Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe: The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline. Int. J. Comput. Vis. 128(5): 1141-1159 (2020) Quanling Meng, Heyan Zhu, Weigang Zhang, Xuefeng Piao, Aijie Zhang: Action Recognition Using Form and Motion Modalities. ACM Trans. Multim. Comput. Commun. Appl. 16(1s): 22:1-22:16 (2020) Xinzhe Han, Shuhui Wang, Chi Su, Weigang Zhang, Qingming Huang, Qi Tian: Interpretable Visual Reasoning via Probabilistic Formulation Under Natural Supervision. ECCV (9) 2020: 553-570 Weixia Dang, Biyu Zhou, Weigang Zhang, Songlin Hu: Time Series Anomaly Detection Based on Language Model. e-Energy 2020: 544-547 Weigang Zhang, Biyu Zhou, Weixia Dang, Songlin Hu: A Lightweight Energy-Efficient Computational Offloading Scheme in Mobile Edge Computing. e-Energy 2020: 560-565 Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian: A Structured Latent Variable Recurrent Network With Stochastic Attention For Generating Weibo Comments. IJCAI 2020: 3962-3968 Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Weigang Zhang, Qingming Huang: Modeling Temporal Concept Receptive Field Dynamically for Untrimmed Video Analysis. ACM Multimedia 2020: 3798-3806 Zhe Cui, Li Su, Weigang Zhang, Qingming Huang: Fixation guided network for salient object detection. MMAsia 2020: 35:1-35:7 Chen Zhang, Guorong Li, Li Su, Weigang Zhang, Qingming Huang: Video Anomaly Detection Using Open Data Filter and Domain Adaptation. VCIP 2020: 395-398 Rui Wang, Weigang Zhang, Yijie Shi, Xiangyang Wang, Wenming Cao: GA-ORB: A New Efficient Feature Extraction Algorithm for Multispectral Images Based on Geometric Algebra. IEEE Access 7: 71235-71244 (2019) Jun Huang, Feng Qin, Xiao Zheng, Zekai Cheng, Zhixiang Yuan, Weigang Zhang, Qingming Huang: Improving multi-label classification with missing labels by learning label-specific features. Inf. Sci. 492: 124-146 (2019) Zhe Xue, Guorong Li, Shuhui Wang, Jun Huang, Weigang Zhang, Qingming Huang: Beyond global fusion: A group-aware fusion approach for multi-view image clustering. Inf. Sci. 493: 176-191 (2019) Zhiyong Yang, Qianqian Xu, Weigang Zhang, Xiaochun Cao, Qingming Huang: Split Multiplicative Multi-View Subspace Clustering. IEEE Trans. Image Process. 28(10): 5147-5160 (2019) Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian: SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning. IEEE Trans. Multim. 21(11): 2916-2929 (2019) Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang, Ming-Hsuan Yang: Learning Attribute-Specific Representations for Visual Tracking. AAAI 2019: 8835-8842 Qian Bian, Zhenduo Wang, Yingqiang Wang, Weigang Zhang: Research on the Privacy Security and Defense Strategies on the Internet of Things Platform. CSIA 2019: 218-223 Hongyang Yu, Guorong Li, Weigang Zhang, Hongxun Yao, Qingming Huang: Self-balance Motion and Appearance Model for Multi-object Tracking in UAV. MMAsia 2019: 12:1-12:6 Quanling Meng, Weigang Zhang: Multi-Label Image Classification with Attention Mechanism and Graph Convolutional Networks. MMAsia 2019: 41:1-41:6 Zhe Xue, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang: Bilevel Multiview Latent Space Learning. IEEE Trans. Circuits Syst. Video Technol. 28(2): 327-341 (2018) Yongjian Xin, Shuhui Wang, Liang Li, Weigang Zhang, Qingming Huang: Reverse Densely Connected Feature Pyramid Network for Object Detection. ACCV (5) 2018: 530-545 Yangyu Chen, Weigang Zhang: Iris Liveness Detection: A Survey. BigMM 2018: 1-7 Yangyu Chen, Weigang Zhang, Shuhui Wang, Liang Li, Qingming Huang: Saliency-Based Spatiotemporal Attention for Video Captioning. BigMM 2018: 1-8 Jun Huang, Feng Qin, Xiao Zheng, Zekai Cheng, Zhixiang Yuan, Weigang Zhang: Learning Label-Specific Features for Multi-Label Classification with Missing Labels. BigMM 2018: 1-5 Yangbangyan Jiang, Qianqian Xu, Weigang Zhang, Qingming Huang: Active Sampling for Subjective Video Quality Assessment. BigMM 2018: 1-5 Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang: Less Is More: Picking Informative Frames for Video Captioning. ECCV (13) 2018: 367-384 Dawei Du, Yuankai Qi, Hongyang Yu, Yi-Fan Yang, Kaiwen Duan, Guorong Li, Weigang Zhang, Qingming Huang, Qi Tian: The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking. ECCV (10) 2018: 375-391 Changsu Liao, Li Su, Weigang Zhang, Qingming Huang: Semantic Manifold Alignment in Visual Feature Space for Zero-Shot Learning. ICME 2018: 1-6 Kai Xu, Guorong Li, Huijuan Xu, Weigang Zhang, Qingming Huang: Edge Guided Generation Network for Video Prediction. ICME 2018: 1-6 Shulin Li, Weigang Zhang, Guorong Li, Li Su, Qingming Huang: Vehicle Detection in UAV Traffic Video Based on Convolution Neural Network. MIPR 2018: 1-6 Chunfeng Wang, Li Su, Weigang Zhang: COME for No-Reference Video Quality Assessment. MIPR 2018: 232-237 Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang: Less Is More: Picking Informative Frames for Video Captioning. CoRR abs/1803.01457 (2018) Dawei Du, Yuankai Qi, Hongyang Yu, Yifan Yang, Kaiwen Duan, Guorong Li, Weigang Zhang, Qingming Huang, Qi Tian: The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking. CoRR abs/1804.00518 (2018) Junbiao Pang, Jing Huang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin: Rotative maximal pattern: A local coloring descriptor for object classification and recognition. Inf. Sci. 405: 190-206 (2017) Junbiao Pang, Jing Huang, Weigang Zhang, Qingming Huang, Baocai Yin: Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation. Multim. Tools Appl. 76(23): 25145-25157 (2017) Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang: Multi-view Subspace Learning with Diversity Enforced Skeleton Embedding. BigMM 2017: 121-128 Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang: A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning. CVPR 2017: 7053-7061 Yiling Wu, Shuhui Wang, Weigang Zhang, Qingming Huang: Online low-rank similarity function learning with adaptive relative margin for cross-modal retrieval. ICME 2017: 823-828 Xinge Zhu, Liang Li, Weigang Zhang, Tianrong Rao, Min Xu, Qingming Huang, Dong Xu: Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition. IJCAI 2017: 3595-3601 Junbao Zhuo, Shuhui Wang, Weigang Zhang, Qingming Huang: Deep Unsupervised Convolutional Domain Adaptation. ACM Multimedia 2017: 261-269 Jianfeng He, Shuhui Wang, Qiang Qu, Weigang Zhang, Qingming Huang: Efficient Cross-Modal Retrieval Using Social Tag Information Towards Mobile Applications. MATES@VLDB 2017: 157-176 Guorong Li, Bingpeng Ma, Jun Huang, Qingming Huang, Weigang Zhang: Beyond appearance model: Learning appearance variations for object tracking. Neurocomputing 214: 796-804 (2016) Guorong Li, Shuqiang Jiang, Weigang Zhang, Junbiao Pang, Qingming Huang: Online web video topic detection and tracking with semi-supervised learning. Multim. Syst. 22(1): 115-125 (2016) Lingyang Chu, Yanyan Zhang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang: Effective Multimodality Fusion Framework for Cross-Media Topic Detection. IEEE Trans. Circuits Syst. Video Technol. 26(3): 556-569 (2016) Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin: Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection. IEEE Trans. Multim. 18(12): 2482-2493 (2016) Junbiao Pang, Huihuang Lin, Li Su, Chunjie Zhang, Weigang Zhang, Lijuan Duan, Qingming Huang, Baocai Yin: Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature. ICIP 2016: 1037-1041 Fei Tao, Junbiao Pang, Chunjie Zhang, Liang Li, Li Su, Weigang Zhang, Qingming Huang, Guiping Su: Robust latent poisson deconvolution from multiple imperfect features for web topic detection. ICME 2016: 1-6 Junbiao Pang, Chunjie Zhang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin: Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors. Neurocomputing 157: 61-69 (2015) Guorong Li, Qingming Huang, Shuqiang Jiang, Yingkun Xu, Weigang Zhang: Online learning affinity measure with CovBoost for multi-target tracking. Neurocomputing 168: 327-335 (2015) Weigang Zhang, Tianlong Chen, Guorong Li, Junbiao Pang, Qingming Huang, Wen Gao: Fusing cross-media for topic detection by dense keyword groups. Neurocomputing 169: 169-179 (2015) Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin: Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification. IEEE Trans. Cybern. 45(12): 2937-2947 (2015) Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin: Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades. IEEE Trans. Multim. 17(6): 843-853 (2015) Jun Huang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang: Group sensitive Classifier Chains for multi-label classification. ICME 2015: 1-6 Zhe Xue, Guorong Li, Shuhui Wang, Chunjie Zhang, Weigang Zhang, Qingming Huang: GOMES: A group-aware multi-view fusion approach towards real-world image clustering. ICME 2015: 1-6 Zhe Xue, Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang: Topic detection in cross-media: a semi-supervised co-clustering approach. Int. J. Multim. Inf. Retr. 3(3): 193-205 (2014) Weigang Zhang, Chunxi Liu, Zhenjun Wang, Guorong Li, Qingming Huang, Wen Gao: Web video thumbnail recommendation with content-aware analysis and query-sensitive matching. Multim. Tools Appl. 73(1): 547-571 (2014) Lin Zeng, Weigang Zhang, Shengping Zhang, Dingwen Wang: Video image mosaic implement based on planar-mirror-based catadioptric system. Signal Image Video Process. 8(6): 1007-1014 (2014) Yi Liu, Lei Qin, Zhongwei Cheng, Yanhao Zhang, Weigang Zhang, Qingming Huang: DA-CCD: A novel action representation by Deep Architecture of local depth feature. ICIP 2014: 833-837 Yi Liu, Lei Qin, Zhongwei Cheng, Yanhao Zhang, Weigang Zhang, Qingming Huang: Weakly supervised cross-view action recognition via sequential motion accumulation. ICIP 2014: 2383-2387 Fei Jia, Junbiao Pang, Weigang Zhang, Guorong Li, Chunjie Zhang, Qingming Huang, Yugui Liu: Web topic detection using a ranked clustering-like pattern across similarity cascades. ICME 2014: 1-6 Chunjie Zhang, Wei Xiong, Jing Liu, Liang Fang, Weigang Zhang, Qingming Huang: Discriminative Spatial Codebook Generation for Image Classification. ICIG 2013: 863-868 Zhe Xue, Shuqiang Jiang, Guorong Li, Qingming Huang, Weigang Zhang: Cross-media topic detection associated with hot search queries. ICIMCS 2013: 403-406 Yanyan Zhang, Guorong Li, Lingyang Chu, Shuhui Wang, Weigang Zhang, Qingming Huang: Cross-media topic detection: A multi-modality fusion framework. ICME 2013: 1-6 Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang, Shuqiang Jiang: Online Web-Video Topic Detection and Tracking with Semi-supervised Learning. PCM 2013: 750-759 Chunxi Liu, Weigang Zhang, Shuqiang Jiang, Qingming Huang: Cross community news event summary generation based on collaborative ranking. ICIMCS 2012: 38-41 Weigang Zhang, Chunxi Liu, Qingming Huang, Shuqiang Jiang, Wen Gao: A Novel Framework for Web Video Thumbnail Generation. IIH-MSP 2012: 343-346 Lei Hu, Xiaoning Shi, Stefan Vo?, Weigang Zhang: Application of RFID Technology at the Entrance Gate of Container Terminals. ICCL 2011: 209-220 Ying Wang, Xiaoning Shi, Weigang Zhang: Preliminary Exploration of Container Freight Derivatives. LISS (1) 2011: 149-153 Weigang Zhang, Jianqiu Lin, Xiaopeng Chen, Qingming Huang, Yang Liu: Video Shot Detection Using Hidden Markov Models with Complementary Features. ICICIC (3) 2006: 593-596 Chunxi Liu, Qingming Huang, Shuqiang Jiang, Weigang Zhang: Extracting Story Units in Sports Video Based on Unsupervised Video Scene Clustering. ICME 2006: 1605-1608 Chunxi Liu, Huiying Liu, Shuqiang Jiang, Qingming Huang, Yijia Zheng, Weigang Zhang: JDL at TRECVID 2006 Shot Boundary Detection. TRECVID 2006 Weigang Zhang, Liyuan Xing, Qingming Huang, Wen Gao: A System for Automatic Generation of Music Sports-Video. ICME 2005: 1286-1289

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