张天柱

E-Mail：tzzhang@ustc.edu.cn
个人主页：http://staff.ustc.edu.cn/~tzzhang/
办公室地址：科技实验楼西楼1202


主要研究方向：模式识别，计算机视觉，机器学习，多媒体计算，人工智能等

张天柱，中国科学技术大学教授，博导。主要研究方向是模式识别、计算机视觉、多媒体计算和机器学习等。在国内外学术期刊和会议上发表论文90余篇，包括TPAMI、IJCV、TIP、CVPR、ICCV、MM等ACM/IEEE汇刊和中国计算机学会CCF-A类会议论文70余篇。论文谷歌学术引用5800+，第一作者论文单篇谷歌学术最高引用730+，6篇论文入选ESI高被引。获CCF-A类会议ACM MM 2016最佳论文奖和China MM 2017最佳论文奖。获中科院院长优秀奖，中科院优博，中科院青促会会员，中国电子学会自然科学一等奖等。担任CVPR 2020、ECCV 2020、ICCV 2019、ACM Multimedia 2020/2019等领域主席，担任IEEE T-CSVT、Neurocomputing等期刊编委。获MMSJ Best Reviewer Awards，ECCV 2016和CVPR 2018 Outstanding Reviewer Awards。

主要论著：
【1】Xi Wei, Tianzhu Zhang, Yan Li, Yongdong Zhang, Feng Wu: Multi-Modality Cross Attention Network for Image and Sentence Matching. CVPR2020.
【2】Jiamin Wu, Tianzhu Zhang, Zheng-Jun Zha, Jiebo Luo, Yongdong Zhang, Feng Wu: Self-supervised Domain-aware Generative Network for Generalized Zero-shot Learning. CVPR2020.
【3】Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, Hongtao Xie, Bin Wang, Yongdong Zhang: Graph Structured Network for Image-Text Matching. CVPR2020.
【4】Yan Lu, Yue Wu, Bin Liu, Tianzhu Zhang, Baopu Li, Qi Chu, Nenghai Yu: Cross-modality Person re-identification with Shared-Specific Feature Transfer. CVPR2020.
【5】Xiaoheng Jiang, Li Zhang, Mingliang Xu, Tianzhu Zhang, Pei Lv, Bing Zhou, Xin Yang, Yanwei Pang: Attention Scaling for Crowd Counting. CVPR2020.
【6】Guan'an Wang, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguang Hou: Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification. AAAI, 2020
【7】Zhetao Li, Wei Wei, Tianzhu Zhang, Meng Wang, Sujuan Hou, Xin Peng: Online Multi-Expert Learning for Visual Tracking. IEEE Transactions on Image Processing, vol. 29, pp. 934-946, 2020
【8】Junyu Gao, Tianzhu Zhang, Changsheng Xu: Learning to Model Relationships for Zero-Shot Video Classification.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
【9】Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu: Geometry Guided Pose-Invariant Facial Expression Recognition. IEEE Transactions on Image Processing, 29: 4445-4460, 2020
【10】Xiaoheng Jiang, Li Zhang, Tianzhu Zhang, Pei Lv, Bing Zhou, Yanwei Pang, Mingliang Xu, and Changsheng Xu: Density-Aware Multi-Task Learning for Crowd Counting. IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2020.**, 2020
【11】Xinhong Ma, Tianzhu Zhang, and Changsheng Xu. Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval. IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2020.**, 2020
【12】Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang, Learning Multi-task Correlation Particle Filters for Visual Tracking,IEEE Transactions on Pattern Analysis and Machine Intelligence,41(2):365-378(2019).
【13】Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang, Robust Structural Sparse Tracking,IEEE Transactions on Pattern Analysis and Machine Intelligence,41(2):473-486(2019).
【14】Xinhong Ma,Tianzhu Zhang,Changsheng Xu: Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation.IEEE Transactions on Multimedia, 21(9): 2419-2431(2019).
【15】Junyu Gao, Tianzhu Zhang, Changsheng Xu: SMART: Joint Sampling and Regression for Visual Tracking. IEEE Transactions on Image Processing28(8): 3923-3935 (2019)
【16】JunyuGao,TianzhuZhang,ChangshengXu: I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs. AAAI2019: 8303-8311.
【17】Guan'an Wang, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou: RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment. ICCV2019: 3622-3631.
【18】Junyu Gao, Tianzhu Zhang, Changsheng Xu: Graph Convolutional Tracking. CVPR2019: 4649-4659
【19】Xinhong Ma, Tianzhu Zhang, Changsheng Xu: GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, 2019, pp. 8266-8276.
【20】Bin Wang, Guojun Qi, Sheng Tang, Tianzhu Zhang, Yunchao Wei, Linghui Li, Yongdong Zhang: Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach. IJCAI2019: 3663-3669
【21】Chunxiao Liu, Zhendong Mao, An-An Liu, Tianzhu Zhang, Bin Wang, Yongdong Zhang: Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching. ACM Multimedia 2019: 3-11
【22】Tianzhu Zhang, Si Liu,Changsheng Xu, Bin Liu, Ming-Hsuan Yang, Correlation Particle Filter for Visual Tracking,IEEE Transactions on Image Processing,27(6):2676-2687(2018).
【23】Wei Wang, Chunping Wang, Si Liu, Tianzhu Zhang, Xiaochun Cao. Robust Target Tracking by Online Random Forests and Superpixels. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 28(7):1609-1622(2018).
【24】Junyu Gao, Tianzhu Zhang, Xiaoshan Yang,Changsheng Xu: P2T: Part-to-Target Tracking via Deep Regression Learning,IEEE Transactions on Image Processing, 27(6):3074-3086(2018).
【25】ShengshengQian,Tianzhu Zhang,Changsheng Xu: Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model.IEEE Transactions on Multimedia,20(8):2086-2099(2018).
【26】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu: Deep-Structured Event Modeling for User-Generated Photos.IEEE Transactions on Multimedia,20(8):2100-2113(2018).
【27】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu: Text2Video: An End-to-end Learning Framework for Expressing Text With Videos.IEEE Transactions on Multimedia,20(9):2360-2370(2018).
【28】Yifan Jiao, Zhetao Li, Shucheng Huang, Xiaoshan Yang, Bin Liu, Tianzhu Zhang: Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection. IEEE Transactions on Multimedia20(10): 2693-2705 (2018)
【29】ShengshengQian,Tianzhu Zhang,Changsheng Xu: Online Multimodal Multiexpert Learning for Social Event Tracking. IEEE Transactions on Multimedia20(10): 2733-2748 (2018)
【30】Feifei Zhang, Tianzhu Zhang, Qirong Mao, Changsheng Xu: Joint Pose and Expression Modeling for Facial Expression Recognition. CVPR2018 :3359-3368.
【31】Junyu Gao,Tianzhu Zhang,Changsheng Xu: Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling.ACM Multimedia2018:690-699
【32】Feifei Zhang,Tianzhu Zhang,Qirong Mao,Lingyu Duan,Changsheng Xu: Facial Expression Recognition in the Wild: A Cycle-Consistent Adversarial Attention Transfer Approach.ACM Multimedia2018:126-135
【33】Yaoyu Li,Tianzhu Zhang,Lingyu Duan,Changsheng Xu: A Unified Generative Adversarial Framework for Image Generation and Person Re-identification.ACM Multimedia2018:163-172
【34】Yehui Yang,Wenrui Hu,Yuan Xie,Wensheng Zhang,Tianzhu Zhang: Temporal Restricted Visual Tracking Via Reverse-Low-Rank Sparse Learning.IEEE Transactions on Cybernetics47(2):485-498(2017).
【35】Yehui Yang, Wenrui Hu, Wensheng Zhang, Tianzhu Zhang, Yuan Xie. Discriminative Reverse Sparse Tracking via Weighted Multitask Learning. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)27(5):1031-1042(2017).
【36】Junyu Gao, Tianzhu Zhang, Xiaoshan Yang,Changsheng Xu: Deep Relative Tracking.IEEETransactionson Image Processing26(4):1845-1858(2017).
【37】Tianzhu Zhang,Changsheng Xu, Ming-Hsuan Yang: Multi-task Correlation Particle Filter for Robust Object Tracking. CVPR2017:4819-4827.
【38】Junyu Gao,Tianzhu Zhang,Changsheng Xu: A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks.ACM Multimedia2017:127-135
【39】Kui Jia,Tsung-Han Chan,Zinan Zeng,Shenghua Gao,Gang Wang,Tianzhu Zhang,Yi Ma: ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images. International Journal of Computer Vision117(2):173-197(2016)
【40】Tianzhu Zhang,Bernard Ghanem,Si Liu,Changsheng Xu,Narendra Ahuja: Robust Visual Tracking via Exclusive Context Modeling.IEEE TransactionsonCybernetics46(1):51-63(2016).
【41】Shengsheng Qian,Tianzhu Zhang,Changsheng Xu,Jie Shao: Multi-Modal Event Topic Model for Social Event Analysis.IEEE Transactions on Multimedia18(2):233-246(2016).
【42】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu,Shuicheng Yan,M. Shamim Hossain,Ahmed Ghoneim: Deep Relative Attributes.IEEE Transactions on Multimedia18(9):1832-1842(2016).
【43】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu: Semantic Feature Mining for Video Event Understanding.ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)12(4):55:1-55:22(2016).
【44】Adel Bibi,Tianzhu Zhang,Bernard Ghanem: 3D Part-Based Sparse Tracker with Automatic Synchronization and Registration.CVPR2016:1439-1448
【45】Si Liu,Tianzhu Zhang,Xiaochun Cao,Changsheng Xu: Structural Correlation Filter for Robust Visual Tracking.CVPR2016:4312-4320
【46】Tianzhu Zhang,Adel Bibi,Bernard Ghanem: In Defense of Sparse Tracking: Circulant Sparse Tracker.CVPR2016:3880-3888
【47】Shengsheng Qian,Tianzhu Zhang,Changsheng Xu: Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis.ACM Multimedia2016:2-11
【48】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu: Abnormal Event Discovery in User Generated Photos.ACM Multimedia2016:47-51
【49】Tianzhu Zhang,Si Liu,Narendra Ahuja,Ming-Hsuan Yang,Bernard Ghanem: Robust Visual Tracking Via Consistent Low-Rank Sparse Learning.International Journal of Computer Vision111(2):171-190(2015)
【50】Chao Sun,Tianzhu Zhang,Changsheng Xu: Latent Support Vector Machine Modeling for Sign Language Recognition with Kinect.ACM Transactions on Intelligent Systems and Technology (TIST)6(2):20:1-20:20(2015)
【51】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu: Cross-Domain Feature Learning in Multimedia.IEEE Transactions on Multimedia17(1):64-78(2015)
【52】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu,M. Shamim Hossain: Automatic Visual Concept Learning for Social Event Understanding.IEEE Transactions on Multimedia17(3):346-358(2015)
【53】Xiaoshan Yang,Tianzhu Zhang,Changsheng Xu,Ming-Hsuan Yang: Boosted Multifeature Learning for Cross-Domain Transfer.ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 11(3):35:1-35:18(2015)
【54】Tianzhu Zhang,Si Liu,Changsheng Xu,Shuicheng Yan,Bernard Ghanem,Narendra Ahuja,Ming-Hsuan Yang: Structural Sparse Tracking.CVPR2015:150-158
【55】Shengsheng Qian,Tianzhu Zhang,Richang Hong,Changsheng Xu: Cross-Domain Collaborative Learning in Social Multimedia.ACM Multimedia2015:99-108
【56】Tianzhu Zhang,Changsheng Xu: Cross-Domain Multi-Event Tracking via CO-PMHT.ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)10(4):31:1-31:19(2014)
【57】Shengsheng Qian,Tianzhu Zhang,Changsheng Xu,M. Shamim Hossain: Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation.ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)11(2):27:1-27:22(2014)
【58】Tianzhu Zhang,Kui Jia,Changsheng Xu,Yi Ma,Narendra Ahuja: Partial Occlusion Handling for Visual Tracking via Robust Part Matching.CVPR2014:1258-1265
【59】Tianzhu Zhang,Bernard Ghanem,Si Liu,Narendra Ahuja: Robust Visual Tracking via Structured Multi-Task Sparse Learning.International Journal of Computer Vision101(2):367-383(2013)
【60】Tianzhu Zhang,Si Liu,Changsheng Xu,Hanqing Lu: Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes.IEEE Transactions on Industrial Informatics9(1):149-160(2013)
【61】Tianzhu Zhang,Si Liu,Changsheng Xu,Hanqing Lu: M4L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling.Pattern Recognition46(10):2711-2723(2013)
【62】Chao Sun,Tianzhu Zhang,Bing-Kun Bao,Changsheng Xu,Tao Mei: Discriminative Exemplar Coding for Sign Language Recognition With Kinect.IEEE Transactions on Cybernetics43(5):1418-1428(2013)
【63】Tianzhu Zhang,Bernard Ghanem,Si Liu,Changsheng Xu,Narendra Ahuja: Low-Rank Sparse Coding for Image Classification.ICCV2013:281-288
【64】Tianzhu Zhang,Changsheng Xu,Guangyu Zhu,Si Liu,Hanqing Lu: A Generic Framework for Video Annotation via Semi-Supervised Learning.IEEE Transactions on Multimedia14(4):1206-1219(2012)
【65】Si Liu,Shuicheng Yan,Tianzhu Zhang,Changsheng Xu,Jing Liu,Hanqing Lu: Weakly Supervised Graph Propagation Towards Collective Image Parsing.IEEE Transactions on Multimedia14(2):361-373(2012)
【66】Tianzhu Zhang,Bernard Ghanem,Si Liu,Narendra Ahuja: Low-Rank Sparse Learning for Robust Visual Tracking.ECCV(6)2012:470-484
【67】Tianzhu Zhang,Bernard Ghanem,Si Liu,Narendra Ahuja: Robust visual tracking via multi-task sparse learning.CVPR2012:2042-2049
【68】Si Liu,Jiashi Feng,Zheng Song,Tianzhu Zhang,Hanqing Lu,Changsheng Xu,Shuicheng Yan: Hi, magic closet, tell me what to wear!ACM Multimedia2012:619-628
【69】Tianzhu Zhang,Jing Liu,Si Liu,Changsheng Xu,Hanqing Lu: Boosted Exemplar Learning for Action Recognition and Annotation.IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)21(7):853-866(2011)
【70】Tianzhu Zhang,Si Liu,Changsheng Xu,Hanqing Lu: Boosted multi-class semi-supervised learning for human action recognition.Pattern Recognition44(10-11):2334-2342(2011)
【71】Tianzhu Zhang,Changsheng Xu,Guangyu Zhu,Si Liu,Hanqing Lu: A generic framework for event detection in various video domains.ACM Multimedia2010:103-112
【72】Tianzhu Zhang,Hanqing Lu,Stan Z. Li: Learning semantic scene models by object classification and trajectory clustering.CVPR2009:1940-1947