徐常胜-中国科学院大学-UCAS 知识图谱

徐常胜-中国科学院大学-UCAS

本站和网页 http://people.ucas.ac.cn/~0009519 的作者无关，不对其内容负责。快照谨为网络故障时之索引，不代表被搜索网站的即时页面。

徐常胜-中国科学院大学-UCAS
[中文]
[English]
研究领域
招生信息
工作经历
教授课程
出版信息
科研活动
指导学生
基本信息
<strong>徐常胜男博导
电子邮件：csxu@nlpr.ia.ac.cn
联系电话：010-62645883
手机号码：
通信地址：北京中关村东路95号中国科学院自动化研究所模式识别国家重点实验室
邮政编码：100190
网页：http://nlpr-web.ia.ac.cn/mmc/homepage/csxu.html
IEEE Fellow和ACM Distinguished Scientist, 担任国际刊物"ACM/Springer Multimedia Systems Journal"，"International Journal of Multimedia Tools and Applications", "Journal of Multimedia"和"International Journal of Multimedia Intelligence and Security"编委, 担任国际顶级多媒体会议"2009 ACM Multimedia Conference"程序委员会主席，担任2010年全国多媒体会议程序委员会主席，担任2008年泛太地区多媒体国际会议(Pacific-Rim Multimedia Conference)大会主席，担任过多个知名多媒体国际会议的组织委员会和程序委员会成员，并在一些重要的国际多媒体会议上组织了多个专题研讨会。在多媒体分析、计算机视觉、模式识别、图像处理和数字水印等领域发表论文200多篇，获得发明专利11项。
研究领域
多媒体分析与检索、计算机视觉、模式识别
招生信息
招生专业
081104-模式识别与智能系统081203-计算机应用技术
工作经历
工作简历
中国科学院自动化研究所模式识别国家重点实验室研究员、博士生导师
中国-新加坡数字媒体研究院执行院长
社会兼职
Associate Editor, ACM/Springer Multimedia Systems Journal
IEEE Senior Member
中国科学院研究生院客座教授
同济大学兼职教授
北京交通大学兼职教授
台湾成功大学兼职教授
教授课程
媒体分析技术与进展
出版信息
发表论文
[1] Zhang, Feifei, Xu, Mingliang, Xu, Changsheng. Weakly-Supervised Facial Expression Recognition in the Wild With Noisy Data. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 1800-1814, http://dx.doi.org/10.1109/TMM.2021.3072786.[2] Zhang, Huaiwen, Qian, Shengsheng, Fang, Quan, Xu, Changsheng. Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 1449-1459, http://dx.doi.org/10.1109/TMM.2021.3065498.[3] Fan Qi, Zixin Zhang, Xianshan Yang, Huaiwen Zhang, Changsheng Xu. Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation. ACM Multimedianull. 2022, [4] Yu Song, Fan Tang, Weiming Dong, Changsheng Xu. Non-dominated sorting based multi-page photo collage. 计算可视媒体:英文版[J]. 2022, 8(2):&nbsp199-212, http://lib.cqvip.com/Qikan/Article/Detail?id=7107039229.[5] Zhang, Feifei, Xu, Mingliang, Xu, Changsheng. Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 31: 1000-1011, http://dx.doi.org/10.1109/TIP.2021.3138302.[6] Zuo, Yukun, Yao, Hantao, Zhuang, Liansheng, Xu, Changsheng. Seek Common Ground While Reserving Differences: A Model-Agnostic Module for Noisy Domain Adaptation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 1020-1030, http://dx.doi.org/10.1109/TMM.2021.3097495.[7] Ma, Xinhong, Yang, Xiaoshan, Gao, Junyu, Xu, Changsheng. The Model May Fit You: User-Generalized Cross-Modal Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 2998-3012, http://dx.doi.org/10.1109/TMM.2021.3091888.[8] You, Sisi, Yao, Hantao, Xu, Changsheng. Multi-Object Tracking With Spatial-Temporal Topology-Based Detector. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 32(5):&nbsp3023-3035, http://dx.doi.org/10.1109/TCSVT.2021.3096237.[9] Zuo, Yukun, Yao, Hantao, Zhuang, Liansheng, Xu, Changsheng. Margin-Based Adversarial Joint Alignment Domain Adaptation. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 32(4):&nbsp2057-2067, http://dx.doi.org/10.1109/TCSVT.2021.3081729.[10] Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu. Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning. AAAInull. 2022, [11] Qian, Shengsheng, Xue, Dizhan, Fang, Quan, Xu, Changsheng. Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 3520-3532, [12] Zhang, Xi, Zhang, Feifei, Xu, Changsheng. Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 2986-2997, http://dx.doi.org/10.1109/TMM.2021.3091882.[13] Gao, Junyu, Chen, Mengyuan, Xu, Changsheng. Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization. CVPRnull. 2022, http://arxiv.org/abs/2105.14576.[14] Wang, Jianyu, Bao, BingKun, Xu, Changsheng. DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 3369-3380, [15] Huang, Yi, Yang, Xiaoshan, Gao, Junyun, Xu, Changsheng. Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 2273-2286, http://dx.doi.org/10.1109/TMM.2021.3078882.[16] Song, Yaguang, Gao, Junyu, Yang, Xiaoshan, Xu, Changsheng. Learning Hierarchical Video Graph Networks for One-Stop Video Delivery. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2022, 18(1):&nbsphttp://dx.doi.org/10.1145/3466886.[17] Gao, Junyu, Xu, Changsheng. Learning Video Moment Retrieval Without a Single Annotated Video. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 32(3):&nbsp1646-1657, http://dx.doi.org/10.1109/TCSVT.2021.3075470.[18] Huang, Nisha, Tang, Fan, Dong, Weiming, Xu, Changsheng. Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. ACM Multimedianull. 2022, http://arxiv.org/abs/2209.13360.[19] Xu, Yifan, Zhang, Zhijie, Zhang, Mengdan, Sheng, Kekai, Li, Ke, Dong, Weiming, Zhang, Liqing, Xu, Changsheng, Sun, Xing. Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer. AAAInull. 2022, [20] Huang, Xiaowen, Sang, Jitao, Yu, Jian, Xu, Changsheng. Learning to Learn a Cold-start Sequential Recommender. ACM TRANSACTIONS ON INFORMATION SYSTEMS[J]. 2022, 40(2):&nbsphttp://dx.doi.org/10.1145/3466753.[21] Xu, Yifan, Sheng, Kekai, Dong, Weiming, Wu, Baoyuan, Xu, Changsheng, Hu, BaoGang. Towards Corruption-Agnostic Robust Domain Adaptation. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2022, 18(4):&nbsphttp://dx.doi.org/10.1145/3501800.[22] Yifan Xu, Huapeng Wei, Minxuan Lin, Yingying Deng, Kekai Sheng, Mengdan Zhang, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu. Transformers in computational visual media:A survey. 计算可视媒体:英文版[J]. 2022, 8(1):&nbsp33-62, http://lib.cqvip.com/Qikan/Article/Detail?id=7107041296.[23] Mengyuan Chen, Junyu Gao, Shicai Yang, Changsheng Xu. Dual-Evidential Learning for Weakly- supervised Temporal Action Localization. ECCVnull. 2022, [24] Yiming Li, Xiaoshan Yang, Changsheng Xu. Dynamic Scene Graph Generation via Anticipatory Pre-training. ACM Multimedianull. 2022, [25] Yao, Hantao, Min, Shaobo, Zhang, Yongdong, Xu, Changsheng. Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 1933-1942, http://dx.doi.org/10.1109/TMM.2021.3074252.[26] Xiong, Baochen, Yang, Xiaoshan, Qi, Fan, Xu, Changsheng. A unified framework for multi-modal federated learning. NEUROCOMPUTING[J]. 2022, 480: 110-118, http://dx.doi.org/10.1016/j.neucom.2022.01.063.[27] Zhang, Feifei, Xu, Mingliang, Xu, Changsheng. Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2022, 18(2):&nbsphttp://dx.doi.org/10.1145/3478642.[28] Cai, Desheng, Qian, Shengsheng, Fang, Quan, Xu, Changsheng. Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 805-818, http://dx.doi.org/10.1109/TMM.2021.3059508.[29] Fu, Jie, Gao, Junyu, Xu, Changsheng. Learning Semantic-Aware Spatial-Temporal Attention for Interpretable Action Recognition. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 32(8):&nbsp5213-5224, [30] Huang, Xiaowen, Sang, Jitao, Xu, Changsheng. Image-Based Personality Questionnaire Design. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2022, 18(4):&nbsphttp://dx.doi.org/10.1145/3503489.[31] Li, Yaoyu, Yao, Hantao, Xu, Changsheng. Intra-Domain Consistency Enhancement for Unsupervised Person Re-Identification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 24: 415-425, [32] Zhangming Li, Shengsheng Qian, Jie Cao, Quan Fang, Changsheng Xu. Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification. ACM Multimedianull. 2022, [33] Zhang, Xi, Zhang, Feifei, Xu, Changsheng. Joint Expression Synthesis and Representation Learning for Facial Expression Recognition. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 32(3):&nbsp1681-1695, http://dx.doi.org/10.1109/TCSVT.2021.3056098.[34] Deng, Yingying, Tang, Fan, Dong, Weiming, Ma, Chongyang, Pan, Xingjia, Wang, Lei, Xu, Changsheng. StyTr2: Image Style Transfer with Transformers. CVPRnull. 2022, http://arxiv.org/abs/2105.14576.[35] Yi Huang, Xiaoshan Yang, Ji Zhang, Changsheng Xu. Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation. ACM Multimedianull. 2022, [36] Zuo, Yukun, Yao, Hantao, Xu, Changsheng. Attention-Based Multi-Source Domain Adaptation. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 30: 3793-3803, http://dx.doi.org/10.1109/TIP.2021.3065254.[37] Gao, Junyu, Zhang, Tianzhu, Xu, Changsheng. Learning to Model Relationships for Zero-Shot Video Classification. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2021, 43(10):&nbsp3476-3491, [38] 钱胜胜, 张天柱, 徐常胜. 多媒体社会事件分析综述. 计算机科学[J]. 2021, 48(3):&nbsp97-112, http://lib.cqvip.com/Qikan/Article/Detail?id=7103984851.[39] Gao, Junyu, Yang, Xiaoshan, Zhang, Yingying, Xu, Changsheng. Unsupervised Video Summarization via Relation-Aware Assignment Learning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 3203-3214, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000698902000020.[40] Chaofan Chen, Xiaoshan Yang, Xu Changsheng, Xuhui Huang, Zhe Ma. ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning. CVPR[J]. 2021, [41] Pan, Xingjia, Tang, Fan, Dong, Weiming, Ma, Chongyang, Meng, Yiping, Huang, Feiyue, Lee, TongYee, Xu, Changsheng. Content-Based Visual Summarization for Image Collections. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS[J]. 2021, 27(4):&nbsp2298-2312, http://dx.doi.org/10.1109/TVCG.2019.2948611.[42] Yao, Hantao, Xu, Changsheng. Joint Person Objectness and Repulsion for Person Search. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 30: 685-696, http://dx.doi.org/10.1109/TIP.2020.3038347.[43] Xu Changsheng. Multi-Level Counterfactual Contrast for Visual Commonsense Reasoning. ACM Multimedia. 2021, [44] Jiang, Xiaoheng, Zhang, Li, Zhang, Tianzhu, Lv, Pei, Zhou, Bing, Pang, Yanwei, Xu, Mingliang, Xu, Changsheng. Density-Aware Multi-Task Learning for Crowd Counting. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 443-453, http://dx.doi.org/10.1109/TMM.2020.2980945.[45] 钱胜胜, Xu Changsheng. Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval. AAAI[J]. 2021, [46] Huang, Yi, Yang, Xiaoshan, Gao, Junyu, Sang, Jitao, Xu, Changsheng. Knowledge-driven Egocentric Multimodal Activity Recognition. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2021, 16(4):&nbsphttp://dx.doi.org/10.1145/3409332.[47] Chen, Dong, Tang, Fan, Dong, Weiming, Yao, Hanxing, Xu, Changsheng. SiamCPN: Visual tracking with the Siamese center-prediction network. COMPUTATIONAL VISUAL MEDIA[J]. 2021, 7(2):&nbsp253-265, http://dx.doi.org/10.1007/s41095-021-0212-1.[48] Fan Qi, Xiaoshan Yang, Xu Changsheng. Zero-shot Video Emotion Recognition via Multimodal Protagonist-aware Transformer Network. ACM Multimedia Conference(MM)[J]. 2021, [49] Deng, Yingying, Tang, Fan, Dong, Weiming, Ma, Chongyang, Huang, Feiyue, Deussen, Oliver, Xu, Changsheng. Exploring the Representativity of Art Paintings. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 2794-2805, [50] Jiao, Yifan, Yao, Hantao, Xu, Changsheng. PEN: Pose-Embedding Network for Pedestrian Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 31(3):&nbsp1150-1162, http://dx.doi.org/10.1109/TCSVT.2020.3000223.[51] Xu Changsheng. Global Relation-Aware Attention Network for Image-Text Retrieval. ICMR. 2021, [52] Gao, Yuqi, Sang, Jitao, Fu, Chengpeng, Wang, Zhengjia, Ren, Tongwei, Xu, Changsheng. Metadata Connector: Exploiting Hashtag and Tag for Cross-OSN Event Search. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 510-523, https://www.webofscience.com/wos/woscc/full-record/WOS:000601877600040.[53] Chen, Chaofan, Qian, Shengsheng, Fang, Quan, Xu, Changsheng. HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 2335-2346, [54] Fu, Sichao, Liu, Weifeng, Guan, Weili, Zhou, Yicong, Tao, Dapeng, Xu, Changsheng. Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2021, 17(1):&nbsphttp://dx.doi.org/10.1145/3412846.[55] Qian, Shengsheng, Hu, Jun, Fang, Quan, Xu, Changsheng. Knowledge-aware Multi-modal Adaptive Graph Convolutional Networks for Fake News Detection. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2021, 17(3):&nbsphttp://dx.doi.org/10.1145/3451215.[56] Hu, Jun, Qian, Shengsheng, Fang, Quan, Xu, Changsheng. Heterogeneous Community Question Answering via Social-Aware Multi-Modal Co-Attention Convolutional Matching. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 2321-2334, [57] You, Sisi, Yao, Hantao, Xu, Changsheng. Multi-Target Multi-Camera Tracking With Optical-Based Pose Association. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 31(8):&nbsp3105-3117, [58] Li, Yaoyu, Yao, Hantao, Xu, Changsheng. TEST: Triplet Ensemble Student-Teacher Model for Unsupervised Person Re-Identification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 30: 7952-7963, http://dx.doi.org/10.1109/TIP.2021.3112039.[59] Deng, Yingying, Tang, Fan, Dong, Weiming, Huang, Haibin, Ma, Chongyang, Xu, Changsheng. Arbitrary Video Style Transfer via Multi-Channel Correlation. 2021, http://arxiv.org/abs/2009.08003.[60] Xu Changsheng. Weakly-Supervised Video Object Grounding via Stable Context Learning. ACM Multimedia. 2021, [61] Yuan, Zhaoquan, Sun, Siyuan, Duan, Lixin, Li, Changsheng, Wu, Xiao, Xu, Changsheng. Adversarial Multimodal Network for Movie Story Question Answering. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 1744-1756, http://dx.doi.org/10.1109/TMM.2020.3002667.[62] Hu, Jun, Qian, Shengsheng, Fang, Quan, Wang, Youze, Zhao, Quan, Zhang, Huaiwen, Xu, Changsheng. Efficient Graph Deep Learning in TensorFlow with tf_geometric. 2021, http://arxiv.org/abs/2101.11552.[63] Wang, Wei, Gao, Junyu, Yang, Xiaoshan, Xu, Changsheng. Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 2386-2397, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000679533800018.[64] Yi Huang, Xiaoshan Yang, Xu Changsheng. Multimodal Global Relation Knowledge Distillation for Egocentric Action Anticipation. ACM Multimedia Conference(MM)[J]. 2021, [65] Li, Yaoyu, Yao, Hantao, Zhang, Tianzhu, Xu, Changsheng. Part-based Structured Representation Learning for Person Re-identification. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2021, 16(4):&nbsphttp://dx.doi.org/10.1145/3412384.[66] Xu,Yifan, Wei,Huapeng, Lin,Minxuan, Deng,Yingying, Sheng,Kekai, Zhang,Mengdan, Tang,Fan, Dong,Weiming, Huang,Feiyue, Xu,Changsheng. Transformers in computational visual media: A survey. Computational Visual Media[J]. 2021, 8(1):&nbsp33-62, https://doaj.org/article/d01a2c8e47a144a68732982eec7751f7.[67] Pan, Xingjia, Gao, Yingguo, Lin, Zhiwen, Tang, Fan, Dong, Weiming, Yuan, Haolei, Huang, Feiyue, Xu, Changsheng. Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization. 2021, http://arxiv.org/abs/2103.04523.[68] Jiao, Yifan, Yao, Hantao, Xu, Changsheng. SAN: Selective Alignment Network for Cross-Domain Pedestrian Detection. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2021, 30: 2155-2167, http://dx.doi.org/10.1109/TIP.2021.3049948.[69] Liu, Weifeng, Li, Jinfeng, Liu, Baodi, Guan, Weili, Zhou, Yicong, Xu, Changsheng. Unified Cross-domain Classification via Geometric and Statistical Adaptations. PATTERN RECOGNITION[J]. 2021, 110: http://dx.doi.org/10.1016/j.patcog.2020.107658.[70] Lin, Minxuan, Deng, Yingying, Tang, Fan, Dong, Weiming, Xu, Changsheng, IEEE. Multi-Attribute Guided Painting Generation. THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2020)null. 2020, 400-403, http://dx.doi.org/10.1109/MIPR49039.2020.00088.[71] Zhang, Yingying, Fang, Quan, Qian, Shengsheng, Xu, Changsheng. Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2020, 11(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000583127700002.[72] Li, Chunyang, Chen, Zhineng, Jia, Caiyan, Bao, Hongyun, Xu, Changsheng, IEEE. AUTOSOCCER: AN AUTOMATIC SOCCER LIVE BROADCASTING GENERATOR. 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW)null. 2020, [73] Zhang, Feifei, Zhang, Tianzhu, Mao, Qirong, Xu, Changsheng. A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 6574-6589, http://dx.doi.org/10.1109/TIP.2020.2991549.[74] Gao, Junyu, Xu, Changsheng. CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2020, 22(12):&nbsp3088-3100, http://dx.doi.org/10.1109/TMM.2020.2969787.[75] Zuo, Yukun, Yao, Hantao, Xu, Changsheng, IEEE. CATEGORY-LEVEL ADVERSARIAL SELF-ENSEMBLING FOR DOMAIN ADAPTATION. 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)null. 2020, [76] 于海涛, 杨小汕, 徐常胜. 基于多模态输入的对抗式视频生成方法. 计算机研究与发展[J]. 2020, 57(7):&nbsp1522-1530, http://lib.cqvip.com/Qikan/Article/Detail?id=7102144411.[77] Zhang, Feifei, Zhang, Tianzhu, Mao, Qirong, Xu, Changsheng. Geometry Guided Pose-Invariant Facial Expression Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 4445-4460, http://dx.doi.org/10.1109/TIP.2020.2972114.[78] Nian, Fudong, Li, Teng, Bao, BingKun, Xu, Changsheng. Relative coordinates constraint for face alignment. NEUROCOMPUTING[J]. 2020, 395: 119-127, http://dx.doi.org/10.1016/j.neucom.2017.12.071.[79] Huang, Xiaowen, Qian, Shengsheng, Fang, Quan, Sang, Jitao, Xu, Changsheng. Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2020, 16(2):&nbsphttp://dx.doi.org/10.1145/3382180.[80] M Shamim Hossain, Stefan Gobel, Changsheng Xu, Abdulmotaleb El Saddik. IEEE ACCESS SPECIAL SECTION EDITORIAL: MOBILE MULTIMEDIA FOR HEALTHCARE. IEEE ACCESS[J]. 2020, 8: 153799-153803, https://doaj.org/article/bf0baa235e8040ffb0c5aac8b8d12b97.[81] Ma, Xinhong, Zhang, Tianzhu, Xu, Changsheng. Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2020, 22(12):&nbsp3101-3114, http://dx.doi.org/10.1109/TMM.2020.2969792.[82] Xue, Feng, Hong, Richang, He, Xiangnan, Wang, Jianwei, Qian, Shengsheng, Xu, Changsheng. Knowledge-Based Topic Model for Multi-Modal Social Event Analysis. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2020, 22(8):&nbsp2098-2110, http://dx.doi.org/10.1109/TMM.2019.2951194.[83] Long, Cuirong, Yang, Xiaoshan, Xu, Changsheng. Cross-domain personalized image captioning. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2020, 79(45-46):&nbsp33333-33348, http://dx.doi.org/10.1007/s11042-019-7441-7.[84] Pan, Xingjia, Ren, Yuqiang, Sheng, Kekai, Dong, Weiming, Yuan, Haolei, Guo, Xiaowei, Ma, Chongyang, Xu, Changsheng. Dynamic Refinement Network for Oriented and Densely Packed Object Detection. 2020, http://arxiv.org/abs/2005.09973.[85] Qi, Fan, Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng. Discriminative multimodal embedding for event classification. NEUROCOMPUTING[J]. 2020, 395: 160-169, http://dx.doi.org/10.1016/j.neucom.2017.11.078.[86] Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Xu Changsheng. Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks. AAAI Conference on Artificial Intelligence (AAAI)[J]. 2020, [87] Li, Yiming, Yang, Xiaoshan, Xu, Changsheng, Ro, YM, Cheng, WH, Kim, J, Chu, WT, Cui, P, Choi, JW, Hu, MC, DeNeve, W. Structured Neural Motifs: Scene Graph Parsing via Enhanced Context. MULTIMEDIA MODELING (MMM 2020), PT IInull. 2020, 11962: 175-188, [88] Wang, Jinguang, Hu, Jun, Qian, Shengsheng, Fang, Quan, Xu, Changsheng. Multimodal graph convolutional networks for high quality content recognition. NEUROCOMPUTING[J]. 2020, 412: 42-51, http://dx.doi.org/10.1016/j.neucom.2020.04.145.[89] Pan, Xingjia, Tang, Fan, Dong, Weiming, Gu, Yang, Song, Zhichao, Meng, Yiping, Xu, Pengfei, Deussen, Oliver, Xu, Changsheng. Self-Supervised Feature Augmentation for Large Image Object Detection. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 6745-6758, http://dx.doi.org/10.1109/TIP.2020.2993403.[90] 张莹莹, 钱胜胜, 方全, 徐常胜. 基于多模态知识感知注意力机制的问答方法. 计算机研究与发展[J]. 2020, 57(5):&nbsp1037-1045, http://lib.cqvip.com/Qikan/Article/Detail?id=7101739585.[91] Zhang, Tianzhu, Xu, Changsheng, Yang, MingHsuan. Robust Structural Sparse Tracking. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2019, 41(2):&nbsp473-486, https://www.webofscience.com/wos/woscc/full-record/WOS:000456150600015.[92] Ma, Xinhong, Zhang, Tianzhu, Xu, Changsheng, IEEE Comp Soc. GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)null. 2019, 8258-8268, [93] Li, Yaoyu, Yao, Hantao, Duan, Lingyu, Yao, Hanxing, Xu, Changsheng, ACM. Adaptive Feature Fusion via Graph Neural Network for Person Re-identification. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19)null. 2019, 2115-2123, http://dx.doi.org/10.1145/3343031.3350982.[94] Ma, Xinhong, Zhang, Tianzhu, Xu, Changsheng. Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2019, 21(9):&nbsp2419-2431, http://dx.doi.org/10.1109/TMM.2019.2902100.[95] Gao, Junyu, Zhang, Tianzhu, Xu, Changsheng, IEEE Comp Soc. Graph Convolutional Tracking. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)null. 2019, 4644-4654, http://dx.doi.org/10.1109/CVPR.2019.00478.[96] Xue, Feng, Wang, Jianwei, Qian, Shengsheng, Zhang, Tianzhu, Liu, Xueliang, Xu, Changsheng. Multi-modal max-margin supervised topic model for social event analysis. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2019, 78(1):&nbsp141-160, https://www.webofscience.com/wos/woscc/full-record/WOS:000457317500008.[97] 潘兴甲, 张旭龙, 董未名, 姚寒星, 徐常胜. 小样本目标检测的研究现状. 南京信息工程大学学报(自然科学版)[J]. 2019, 11(6):&nbsp698-705, http://lib.cqvip.com/Qikan/Article/Detail?id=7100798653.[98] Deng, Yingying, Tang, Fan, Dong, Weiming, Wu, Fuzhang, Deussen, Oliver, Xu, Changsheng. Selective clustering for representative paintings selection. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2019, 78(14):&nbsp19305-19323, http://dx.doi.org/10.1007/s11042-019-7271-7.[99] Meng, Wenhua, Zhang, Shan, Yao, Xudong, Yang, Xiaoshan, Xu, Changsheng, Huang, Xiaowen, ACM. Biomedia ACM MM Grand Challenge 2019: Using Data Enhancement to Solve Sample Unbalance. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19)null. 2019, 2588-2592, http://dx.doi.org/10.1145/3343031.3356079.[100] Huang, Xiaowen, Fang, Quan, Qian, Shengsheng, Sang, Jitao, Li, Yan, Xu, Changsheng, ACM. Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19)null. 2019, 548-556, http://dx.doi.org/10.1145/3343031.3350893.[101] Huang, Yi, Yang, Xiaoshan, Xu, Changsheng, Nayak, AC, Sharma, A. Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data. PRICAI 2019: TRENDS IN ARTIFICIAL INTELLIGENCE, PT Inull. 2019, 11670: 57-70, [102] 曾明睿, 袁梦奇, 邵曦, 鲍秉坤, 徐常胜. 文本特征提取的研究进展. 南京信息工程大学学报:自然科学版[J]. 2019, 11(6):&nbsp706-715, http://lib.cqvip.com/Qikan/Article/Detail?id=7100798654.[103] Xu, Mingliang, Ge, Zhaoyang, Jiang, Xiaoheng, Cui, Gaoge, Lv, Pei, Zhou, Bing, Xu, Changsheng. Depth Information Guided Crowd Counting for complex crowd scenes. PATTERN RECOGNITION LETTERS[J]. 2019, 125: 563-569, http://dx.doi.org/10.1016/j.patrec.2019.02.026.[104] Yao, Hantao, Dai, Feng, Zhang, Shiliang, Zhang, Yongdong, Tian, Qi, Xu, Changsheng. DR2-Net: Deep Residual Reconstruction Network for image compressive sensing. NEUROCOMPUTING[J]. 2019, 359: 483-493, http://dx.doi.org/10.1016/j.neucom.2019.05.006.[105] Hu, Jun, Qian, Shengsheng, Fang, Quan, Liu, Xueliang, Xu, Changsheng. A(2) CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2019, 15(2):&nbsphttp://dx.doi.org/10.1145/3321506.[106] Zhang, Tianzhu, Xu, Changsheng, Yang, MingHsuan. Learning Multi-Task Correlation Particle Filters for Visual Tracking. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2019, 41(2):&nbsp365-378, https://www.webofscience.com/wos/woscc/full-record/WOS:000456150600008.[107] Gao, Junyu, Zhang, Tianzhu, Xu, Changsheng, AAAI. I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs. THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCEnull. 2019, 8303-8311, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000486572502102.[108] Yang, Xiaoshan, Xu, Changsheng. Image Captioning by Asking Questions. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2019, 15(2):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000482001900008.[109] Jiang, Hao, Wang, Wenjie, Liu, Meng, Nie, Liqiang, Duan, LingYu, Xu, Changsheng, ACM. Market2Dish: A Health-aware Food Recommendation System. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19)null. 2019, 2188-2190, http://dx.doi.org/10.1145/3343031.3350594.[110] Gao, Junyu, Zhang, Tianzhu, Xu, Changsheng. SMART: Joint Sampling and Regression for Visual Tracking. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2019, 28(8):&nbsp3923-3935, http://dx.doi.org/10.1109/TIP.2019.2904434.[111] Jiao, Yifan, Zhang, Tianzhu, Huang, Shucheng, Liu, Bin, Xu, Changsheng. Video Highlight Detection via Region-Based Deep Ranking Model. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE[J]. 2019, 33(7):&nbsp[112] Yao, Hantao, Zhang, Shiliang, Hong, Richang, Zhang, Yongdong, Xu, Changsheng, Tian, Qi. Deep Representation Learning With Part Loss for Person Re-Identification. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2019, 28(6):&nbsp2860-2871, http://ir.ia.ac.cn/handle/173211/23474.[113] 傅杰, 徐常胜. 关于单目标跟踪方法的研究综述. 南京信息工程大学学报:自然科学版[J]. 2019, 11(6):&nbsp638-650, http://lib.cqvip.com/Qikan/Article/Detail?id=7100798648.[114] 黄树成, 张瑜, 张天柱, 徐常胜, 王直. 基于条件随机场的深度相关滤波目标跟踪算法. 软件学报[J]. 2019, 30(4):&nbsp927-940, http://lib.cqvip.com/Qikan/Article/Detail?id=7001678749.[115] Sang, Jitao, Yan, Ming, Xu, Changsheng. Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(12):&nbsp3439-3451, http://ir.ia.ac.cn/handle/173211/22614.[116] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng. Deep-Structured Event Modeling for User-Generated Photos. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(8):&nbsp2100-2113, http://dx.doi.org/10.1109/TMM.2017.2788210.[117] Hossain, M Shamim, Xu, Changsheng, Goebel, Stefan, El Saddik, Abdulmotaleb. IEEE ACCESS SPECIAL SECTION EDITORIAL: ADVANCES OF MULTISENSORY SERVICES AND TECHNOLOGIES FOR HEALTHCARE IN SMART CITIES. IEEE ACCESS[J]. 2018, 6: 62335-62338, http://ir.ia.ac.cn/handle/173211/22599.[118] LiuXueliang, XuChangsheng, ShengYikun, YangXiaoshan. Attribute-Assisted Domain Transfer from Image to Sketch. 2018, http://ir.ia.ac.cn/handle/173211/22066.[119] Gao Junyu, Zhang Tianzhu, Xu Changsheng, ACM. Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 690-699, http://dx.doi.org/10.1145/3240508.3240566.[120] Qi Fan, Yang Xiaoshan, Xu Changsheng, ACM. A Unified Framework for Multimodal Domain Adaptation. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 429-437, http://dx.doi.org/10.1145/3240508.3240633.[121] Zhang Huaiwen, Fang Quan, Qian Shengsheng, Xu Changsheng, ACM. Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 681-689, http://dx.doi.org/10.1145/3240508.3240586.[122] Zhang Feifei, Zhang Tianzhu, Mao Qirong, Duan Lingyu, Xu Changsheng, ACM. Facial Expression Recognition in the Wild: A Cycle-Consistent Adversarial Attention Transfer Approach. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 126-135, http://dx.doi.org/10.1145/3240508.3240574.[123] Qian, Shengsheng, Zhang, Tianzhu, Xu, Changsheng. Online Multimodal Multiexpert Learning for Social Event Tracking. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(10):&nbsp2733-2748, https://www.webofscience.com/wos/woscc/full-record/WOS:000444903000016.[124] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng. Text2Video: An End-to-end Learning Framework for Expressing Text With Videos. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(9):&nbsp2360-2370, http://dx.doi.org/10.1109/TMM.2018.2807588.[125] 游思思, 高君宇, 杨小汕, 张天柱, 徐常胜, 郭文. 深度相对度量学习的视觉跟踪. 中国科学：信息科学[J]. 2018, 48(1):&nbsp60-78, http://lib.cqvip.com/Qikan/Article/Detail?id=674548098.[126] Huang Xiaowen, Qian Shengsheng, Fang Quan, Sang Jitao, Xu Changsheng, ACM. CSAN: Contextual Self-Attention Network for User Sequential Recommendation. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 447-455, http://dx.doi.org/10.1145/3240508.3240609.[127] Xu, Changsheng, Li, Ying, Bilbao, Josu, El Saddik, Abdulmotaleb. ADVANCES IN NEXT-GENERATION NETWORKING TECHNOLOGIES FOR SMART HEALTHCARE. IEEE COMMUNICATIONS MAGAZINE. 2018, 56(4):&nbsp14-15, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000430412200001.[128] Hu, Jun, Qian, Shengsheng, Fang, Quan, Xu, Changsheng, ACM. Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 456-464, http://dx.doi.org/10.1145/3240508.3240626.[129] Li, Yaoyu, Zhang, Tianzhu, Duan, Lingyu, Xu, Changsheng, ACM. A Unified Generative Adversarial Framework for Image Generation and Person Re-identification. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 163-172, http://dx.doi.org/10.1145/3240508.3240573.[130] Gao, Junyu, Zhang, Tianzhu, Yang, Xiaoshan, Xu, Changsheng. P2T: Part-to-Target Tracking via Deep Regression Learning. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 27(6):&nbsp3074-3086, http://dx.doi.org/10.1109/TIP.2018.2813166.[131] Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Liu, Bin, Yang, MingHsuan. Correlation Particle Filter for Visual Tracking. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 27(6):&nbsp2676-2687, http://dx.doi.org/10.1109/TIP.2017.2781304.[132] Qian, Shengsheng, Zhang, Tianzhu, Xu, Changsheng. Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2018, 20(8):&nbsp2086-2099, https://www.webofscience.com/wos/woscc/full-record/WOS:000439378600014.[133] Peng, Yuxin, Zhu, Wenwu, Zhao, Yao, Xu, Changsheng, Huang, Qingming, Lu, Hanqing, Zheng, Qinghua, Huang, Tiejun, Gao, Wen. Cross-media analysis and reasoning: advances and directions. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING[J]. 2017, 18(1):&nbsp44-57, http://dx.doi.org/10.1631/FITEE.1601787.[134] Yu, Lei, Bao, BingKun, Xu, Changsheng. A discriminative graph inferring framework towards weakly supervised image parsing. MULTIMEDIA SYSTEMS[J]. 2017, 23(1):&nbsp5-18, https://www.webofscience.com/wos/woscc/full-record/WOS:000393759100002.[135] Sang, Jitao, Fang, Quan, Xu, Changsheng. Exploiting Social-Mobile Information for Location Visualization. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2017, 8(3):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000400160800006.[136] 黄毅, 鲍秉坤, 徐常胜. 关系挖掘驱动的视频描述自动生成. 南京信息工程大学学报：自然科学版[J]. 2017, 9(6):&nbsp642-649, http://lib.cqvip.com/Qikan/Article/Detail?id=673716121.[137] Zhang, Huaiwen, Zhang, Jiaming, Sang, Jitao, Xu, Changsheng, Amsaleg, L, Gudmundsson, GP, Gurrin, C, Jonsson, BP, Satoh, S. A Demo for Image-Based Personality Test. MULTIMEDIA MODELING, MMM 2017, PT IInull. 2017, 10133: 433-437, [138] Hossain, M Shamim, Xu, Changsheng, Li, Ying, Pathan, AlSakib Khan, Bilbao, Josu, Zeng, Wenjun, El Saddik, Abdulmotaleb. IMPACT OF NEXT-GENERATION MOBILE TECHNOLOGIES ON IOT-CLOUD CONVERGENCE. IEEE COMMUNICATIONS MAGAZINE. 2017, 55(1):&nbsp18-19, https://www.webofscience.com/wos/woscc/full-record/WOS:000394680300002.[139] 朱木易洁, 鲍秉坤, 徐常胜. 知识图谱发展与构建的研究进展. 南京信息工程大学学报：自然科学版[J]. 2017, 9(6):&nbsp575-582, http://lib.cqvip.com/Qikan/Article/Detail?id=673716115.[140] Nian Fudong, Bao BingKun, Li Teng, Xu Changsheng, ACM. Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining. PROCEEDINGS OF THE 2017 ACM MULTIMEDIA CONFERENCE (MM'17)null. 2017, 411-419, http://dx.doi.org/10.1145/3123266.3123443.[141] Changsheng Xu, Liancheng Xiang, Jitao Sang. Demographic Attribute Inference from Social Multimedia Behaviors: a Cross-OSN Approach. 2017, http://ir.ia.ac.cn/handle/173211/14447.[142] 郭文, 游思思, 张天柱, 徐常胜. 低秩重检测的多特征时空上下文的视觉跟踪. 软件学报. 2017, http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=48&recid=&FileName=RJXB201804011&DbName=CJFDLAST2018&DbCode=CJFQ&yx=Y&pr=&URLID=11.2560.TP.20171204.0646.003&bsm=QK0101;.[143] Hossain, M Shamim, Xu, Changsheng, Artoli, A M, Murshed, Manzur, Goebel, Stefan. Cloud-Based Multimedia Services for healthcare and other related applications. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 2017, 66(1):&nbsp27-29, http://dx.doi.org/10.1016/j.future.2016.07.011.[144] 桑基韬, Changsheng Xu, Quan Fang, Xiaowen Huang, Yuqi Gao. Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction. ACM Multimedianull. 2017, 1895-1900, http://ir.ia.ac.cn/handle/173211/17722.[145] 年福东, BingKun BAO, Teng Li, Changsheng Xu. Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining. 2017, http://ir.ia.ac.cn/handle/173211/19844.[146] Xiang, Liancheng, Sang, Jitao, Xu, Changsheng, Amsaleg, L, Gudmundsson, GP, Gurrin, C, Jonsson, BP, Satoh, S. Demographic Attribute Inference from Social Multimedia Behaviors: A Cross-OSN Approach. MULTIMEDIA MODELING (MMM 2017), PT Inull. 2017, 10132: 515-526, [147] Jitao Sang, Changsheng Xu, Yuqi Gao, Tongwei Ren. Hashtag-centric Immersive Search on Social Media. 2017, http://arxiv.org/abs/1706.00695.[148] Qian Shengsheng, Xu Changsheng, Zhang Tianzhu. A Generic Framework for Social Event Analysis. 2017, http://ir.ia.ac.cn/handle/173211/14780.[149] Gao Junyu, Zhang Tianzhu, Xu Changsheng, ACM. A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks. PROCEEDINGS OF THE 2017 ACM MULTIMEDIA CONFERENCE (MM'17)null. 2017, 127-135, http://dx.doi.org/10.1145/3123266.3123433.[150] Nian, Fudong, Li, Teng, Wang, Yan, Wu, Xinyu, Ni, Bingbing, Xu, Changsheng. Learning explicit video attributes from mid-level representation for video captioning. COMPUTER VISION AND IMAGE UNDERSTANDING[J]. 2017, 163: 126-138, http://dx.doi.org/10.1016/j.cviu.2017.06.012.[151] Gao, Junyu, Zhang, Tianzhu, Yang, Xiaoshan, Xu, Changsheng. Deep Relative Tracking. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2017, 26(4):&nbsp1845-1858, https://www.webofscience.com/wos/woscc/full-record/WOS:000398976000005.[152] Changsheng Xu, Tianzhu Zhang, Shengsheng Qian. Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode. IEEE Transactions on Multimedia[J]. 2017, 1-1, http://ir.ia.ac.cn/handle/173211/20464.[153] Zhang, Tianzhu, Xu, Changsheng, Yang, MingHsuan, IEEE. Multi-task Correlation Particle Filter for Robust Object Tracking. 30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017)null. 2017, 4819-4827, [154] Changsheng Xu, Huaiwen Zhang, 桑基韬. Visual BFI: An Exploratory Study for Image-Based Personality Test. 2016, http://arxiv.org/abs/1605.08117.[155] 黄晓雯, 严明, 桑基韬, 徐常胜. 基于关联规则挖掘的跨网络知识关联及协同应用. 计算机科学[J]. 2016, 43(7):&nbsp51-56, http://lib.cqvip.com/Qikan/Article/Detail?id=669639775.[156] Min, Weiqing, Bao, BingKun, Xu, Changsheng. An incremental probabilistic model for temporal theme analysis of landmarks. MULTIMEDIA SYSTEMS[J]. 2016, 22(4):&nbsp465-477, https://www.webofscience.com/wos/woscc/full-record/WOS:000378820500009.[157] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng. Semantic Feature Mining for Video Event Understanding. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2016, 12(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000382877500009.[158] 徐常胜, 项连城, 桑基韬. 跨社交媒体网络大数据下的用户建模. 大数据[J]. 2016, 2(5):&nbsp32-42, http://ir.ia.ac.cn/handle/173211/14449.[159] Yan, Ming, Sang, Jitao, Xu, Changsheng, Hossain, M Shamim. A Unified Video Recommendation by Cross-Network User Modeling. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2016, 12(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000382877500007.[160] Qian, Shengsheng, Zhang, Tianzhu, Xu, Changsheng, Shao, Jie. Multi-Modal Event Topic Model for Social Event Analysis. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2016, 18(2):&nbsp233-246, http://ir.ia.ac.cn/handle/173211/10673.[161] Fang Quan, Hossain M Shamim, Muhammad G. STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System. ACM Transactions on Intelligent Systems and Technology (Tist)[J]. 2016, https://www.webofscience.com/wos/woscc/full-record/WOS:000380322200016.[162] Shao, Xi, Gui, Wenming, Xu, Changsheng. Note onset detection based on sparse decomposition. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2016, 75(5):&nbsp2613-2631, https://www.webofscience.com/wos/woscc/full-record/WOS:000372027000013.[163] Fang, Quan, Xu, Changsheng, Sang, Jitao, Hossain, M Shamim, Ghoneim, Ahmed. Folksonomy-Based Visual Ontology Construction and Its Applications. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2016, 18(4):&nbsp702-713, https://www.webofscience.com/wos/woscc/full-record/WOS:000372790300012.[164] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng, Yan, Shuicheng, Hossain, M Shamim, Ghoneim, Ahmed. Deep Relative Attributes. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2016, 18(9):&nbsp1832-1842, https://www.webofscience.com/wos/woscc/full-record/WOS:000381437800013.[165] Fang, Quan, Xu, Changsheng, Hossain, M Shamim, Muhammad, G. STCAPLRS: A Spatial-Temporal Context-Aware Personalized Location Recommendation System. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2016, 7(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000380322200016.[166] Xu Changsheng, Qian Shengsheng, Zhang Tianzhu. Multi-modal Multi-view Topic-opinion Mining for Social Event Analysis. 2016, http://ir.ia.ac.cn/handle/173211/14480.[167] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Abnormal Event Discovery in User Generated Photos. 2016, http://ir.ia.ac.cn/handle/173211/19700.[168] Zhang, Tianzhu, Ghanem, Bernard, Liu, Si, Xu, Changsheng, Ahuja, Narendra. Robust Visual Tracking via Exclusive Context Modeling. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2016, 46(1):&nbsp51-63, http://ir.ia.ac.cn/handle/173211/10648.[169] Xu Changsheng. Cross Domain Feature Learning in Social Multimedia. IEEE Transactions on Multimedia. 2015, [170] Liu, Kai, Wei, Shikui, Zhao, Yao, Zhu, Zhenfeng, Wei, Yunchao, Xu, Changsheng. Accumulated reconstruction error vector (AREV): a semantic representation for cross-media retrieval. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2015, 74(2):&nbsp561-576, http://dx.doi.org/10.1007/s11042-014-1968-4.[171] Bao, BingKun, Min, Weiqing, Li, Teng, Xu, Changsheng. Joint Local and Global Consistency on Interdocument and Interword Relationships for Co-Clustering. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2015, 45(1):&nbsp15-28, http://ir.ia.ac.cn/handle/173211/11021.[172] Ying, Long, Zhang, Tianzhu, Xu, Changsheng. Multi-object tracking via MHT with multiple information fusion in surveillance video. MULTIMEDIA SYSTEMS[J]. 2015, 21(3):&nbsp313-326, http://dx.doi.org/10.1007/s00530-014-0361-5.[173] Hongwei Hao, Yangyang Zhao, Changsheng Xu, Zhengya Sun. Seamlessly Integrating Effective Links with Attributes for Networked Data Classification. 2015, http://ir.ia.ac.cn/handle/173211/19802.[174] Fang, Quan, Xu, Changsheng, Sang, Jitao, Hossain, M Shamim, Muhammad, Ghulam. Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(12):&nbsp2281-2296, http://ir.ia.ac.cn/handle/173211/10521.[175] Guo, Wen, Cao, Liangliang, Han, Tony X, Yan, Shuicheng, Xu, Changsheng. Max-Confidence Boosting With Uncertainty for Visual Tracking. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2015, 24(5):&nbsp1650-1659, [176] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng, Yang, MingHsuan. Boosted Multifeature Learning for Cross-Domain Transfer. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2015, 11(3):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000349852500003.[177] Yan, Ming, Sang, Jitao, Xu, Changsheng, Hossain, M Shamim. YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(8):&nbsp1248-1261, http://ir.ia.ac.cn/handle/173211/8882.[178] Sun, Chao, Zhang, Tianzhu, Xu, Changsheng. Latent Support Vector Machine Modeling for Sign Language Recognition with Kinect. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2015, 6(2):&nbsphttp://dx.doi.org/10.1145/2629481.[179] Sun, Chao, Bao, BingKun, Xu, Changsheng. Knowing Verb From Object: Retagging With Transfer Learning on Verb-Object Concept Images. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(10):&nbsp1747-1759, http://ir.ia.ac.cn/handle/173211/9019.[180] Sang Jitao, Lu Dongyuan, Xu Changsheng. A Probabilistic Framework for Temporal User Modeling on Microblogs". A Probabilistic Framework for Temporal User Modeling on Microblogsnull. 2015, http://ir.ia.ac.cn/handle/173211/10754.[181] Yuan, Zhaoquan, Xu, Changsheng, Sang, Jitao, Yan, Shuicheng, Hossain, M Shamim. Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(6):&nbsp816-827, http://dx.doi.org/10.1109/TMM.2015.2417777.[182] Sang, Jitao, Deng, Zhengyu, Lu, Dongyuan, Xu, Changsheng. Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(12):&nbsp2259-2270, http://ir.ia.ac.cn/handle/173211/10520.[183] Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Yan, Shuicheng, Ghanem, Bernard, Ahuja, Narendra, Yang, MingHsuan, IEEE. Structural Sparse Tracking. 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2015, 150-158, [184] Yangyang Zhao, Hongwei Hao, Changsheng Xu, Zhengya Sun. Meta-Path based Nonnegative Matrix Factorization for Clustering on Multi-type Relational Data. 2015 International Joint Conference on Neural Networks (IJCNN 2015) : Volume 3 of 5 Pages 1632-2448.null. 2015, 1731-1738, http://ir.ia.ac.cn/handle/173211/19803.[185] Sang, Jitao, Mei, Tao, Xu, Changsheng. Activity Sensor: Check-In Usage Mining for Local Recommendation. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2015, 6(3):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000355670300013.[186] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng. Cross-Domain Feature Learning in Multimedia. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(1):&nbsp64-78, http://dx.doi.org/10.1109/TMM.2014.2375793.[187] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng, Hossain, M Shamim. Automatic Visual Concept Learning for Social Event Understanding. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(3):&nbsp346-358, https://www.webofscience.com/wos/woscc/full-record/WOS:000351585700007.[188] Yang, Xiaoshan, Zhang, Tianzhu, Xu, Changsheng. A new discriminative coding method for image classification. MULTIMEDIA SYSTEMS[J]. 2015, 21(2):&nbsp133-145, https://www.webofscience.com/wos/woscc/full-record/WOS:000350213300002.[189] Kang, Cuicui, Xiang, Shiming, Liao, Shengcai, Xu, Changsheng, Pan, Chunhong. Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(3):&nbsp370-381, https://www.webofscience.com/wos/woscc/full-record/WOS:000351585700009.[190] 路冬媛, 徐常胜, 桑基韬, 方全, 项连城. 基于社交媒体的关联性用户属性推断. 软件学报[J]. 2015, 26(Suppl.(2)):&nbsp145-154, http://ir.ia.ac.cn/handle/173211/14448.[191] Fang, Quan, Sang, Jitao, Xu, Changsheng, Hossain, M Shamim. Relational User Attribute Inference in Social Media. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(7):&nbsp1031-1044, https://www.webofscience.com/wos/woscc/full-record/WOS:000356522300010.[192] Bao, BingKun, Xu, Changsheng, Min, Weiqing, Hossain, Mohammod Shamim. Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Streams. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2015, 11(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000355933700007.[193] Min, Weiqing, Bao, BingKun, Xu, Changsheng, Hossain, M Shamim. Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2015, 17(10):&nbsp1787-1801, http://ir.ia.ac.cn/handle/173211/9016.[194] Sun, Chao, Bao, BingKun, Xu, Changsheng. Inductive hierarchical nonnegative graph embedding for "verb-object" image classification. MACHINE VISION AND APPLICATIONS[J]. 2014, 25(7):&nbsp1647-1659, http://dx.doi.org/10.1007/s00138-013-0548-3.[195] Min, Weiqing, Xu, Changsheng, Xu, Min, Xiao, Xian, Bao, BingKun. Mobile Landmark Search with 3D Models. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2014, 16(3):&nbsp623-636, https://www.webofscience.com/wos/woscc/full-record/WOS:000333111500005.[196] Changsheng Xu, Jitao Sang. Social multimedia computing. ACM International Conference on Multimedianull. 2014, 1237-1238, http://ir.ia.ac.cn/handle/173211/4257.[197] Zhang Tianzhu, Ghanem Bernard, Xu Changsheng, Ahuja Narendra. Occlusion Detection via Structured Sparse Learning for Robust Object Tracking. Advances in Computer Vision and Pattern Recognition[J]. 2014, 93-112, http://ir.ia.ac.cn/handle/173211/20488.[198] Qian Shengsheng, Xu Changsheng, Zhang Tianzhu. Multi-Modal Supervised Latent Dirichlet Allocation for Event Classification in Social Media. 2014, http://ir.ia.ac.cn/handle/173211/14792.[199] 桑基韬, 查正军, 徐常胜. 以用户为中心的社会多媒体计算. 中兴通讯技术[J]. 2014, 26-30, http://lib.cqvip.com/Qikan/Article/Detail?id=661787766.[200] Yuan, Zhaoquan, Sang, Jitao, Xu, Changsheng, Liu, Yan. A Unified Framework of Latent Feature Learning in Social Media. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2014, 16(6):&nbsp1624-1635, http://dx.doi.org/10.1109/TMM.2014.2322338.[201] Zhang, Tianzhu, Xu, Changsheng. Cross-Domain Multi-Event Tracking via CO-PMHT. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2014, 10(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000341292900001.[202] Fang, Quan, Sang, Jitao, Xu, Changsheng, Rui, Yong. Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2014, 16(3):&nbsp796-812, https://www.webofscience.com/wos/woscc/full-record/WOS:000333111500019.[203] Liu, Si, Chen, Qiang, Yan, Shuicheng, Xu, Changsheng, Lu, Hanqing. Snap & Play: Auto-Generated Personalized Find-the-Difference Game. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2014, 5(4):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000351446900014.[204] Changsheng Xu, Tianzhu Zhang. Partial Occlusion Handling for Visual Tracking via Robust Part Matching. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)null. 2014, 1258-1265, http://ir.ia.ac.cn/handle/173211/4261.[205] 桑基韬, 路冬媛, 徐常胜. 基于共同用户的跨网络分析：社交媒体大数据中的多源问题. 科学通报[J]. 2014, 59(36):&nbsp3554-3560, [206] Min, Weiqing, Bao, BingKun, Xu, Changsheng. Multimodal Spatio-Temporal Theme Modeling for Landmark Analysis. IEEE MULTIMEDIA[J]. 2014, 21(3):&nbsp20-29, https://www.webofscience.com/wos/woscc/full-record/WOS:000344994800004.[207] Hasan, Muhammad Abul, Xu, Min, He, Xiangjian, Xu, Changsheng. CAMHID: Camera Motion Histogram Descriptor and Its Application to Cinematographic Shot Classification. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2014, 24(10):&nbsp1682-1695, https://www.webofscience.com/wos/woscc/full-record/WOS:000343316900005.[208] Jiang, Shuqiang, Xu, Changsheng, Rui, Yong, Del Bimbo, Alberto, Yao, Hongxun. Preface: Internet multimedia computing and service. MULTIMEDIA TOOLS AND APPLICATIONSnull. 2014, 70(2):&nbsp599-603, https://www.webofscience.com/wos/woscc/full-record/WOS:000336995900001.[209] Deng, Zhengyu, Yan, Ming, Sang, Jitao, Xu, Changsheng. Twitter is Faster: Personalized Time-Aware Video Recommendation from Twitter to YouTube. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2014, 11(2):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000348308800008.[210] Jitao Sang, Changsheng Xu, Ming Yan. Mining Cross-network Association for YouTube Video Promotion. ACM International Conference on Multimedianull. 2014, 557-566, http://ir.ia.ac.cn/handle/173211/4256.[211] Xu Changsheng, Qian Shengsheng, Zhang Tianzhu. Boosted Multi-modal Supervised Latent Dirichlet Allocation for Social Event Classification. 2014, http://ir.ia.ac.cn/handle/173211/14791.[212] BingKun Bao, Changsheng Xu. Scene and viewpoint based visual summarization for landmarks. International Conference on Image Processing (ICIP)null. 2014, 3112-3116, http://ir.ia.ac.cn/handle/173211/4255.[213] 邱泽宇, 徐常胜, 桑基韬, 方全. 基于区域上下文感知的图像标注. 计算机学报[J]. 2014, 37(6):&nbsp1390-1397, http://lib.cqvip.com/Qikan/Article/Detail?id=50231309.[214] Fang, Quan, Sang, Jitao, Xu, Changsheng. Discovering Geo-Informative Attributes for Location Recognition and Exploration. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2014, 11(1):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000343984800011.[215] Qian, Shengsheng, Zhang, Tianzhu, Xu, Changsheng, Hossain, M Shamim. Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2014, 11(2):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000348308800004.[216] 方全. Paint the City Colorfully: Location Visualization from Multiple Themes. 2013, http://ir.ia.ac.cn/handle/173211/15432.[217] Deng, Zhengyu, Sang, Jitao, Xu, Changsheng, IEEE. PERSONALIZED VIDEO RECOMMENDATION BASED ON CROSS-PLATFORM USER MODELING. 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2013)null. 2013, [218] Sang, Jitao, Xu, Changsheng. Social Influence Analysis and Application on Multimedia Sharing Websites. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2013, 9(1):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000326187700023.[219] Fang Quan, Sang Jitao, Xu Changsheng. GIANT: Geo-informative attributes for location recognition and exploration. ACM International Conference on Multimedianull. 2013, 13-22, http://ir.ia.ac.cn/handle/173211/4247.[220] Sang, Jitao, Mei, Tao, Xu, YingQing, Zhao, Chen, Xu, Changsheng, Li, Shipeng. Interaction Design for Mobile Visual Search. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 15(7):&nbsp1665-1676, https://www.webofscience.com/wos/woscc/full-record/WOS:000325811800017.[221] Qian Shengsheng, Ying Long, Zhang Tianzhu, Xu Changsheng. Multi-cue Based Multi-target Tracking with Boosted MHT. 2013, http://ir.ia.ac.cn/handle/173211/20471.[222] Xu Changsheng. Verb-Object Concepts Image Classification via Hierarchical Nonnegative Graph Embedding. International Conference on Multimedia Modeling. 2013, [223] Xu Changsheng, Sang Jitao. Personalized video recommendation based on cross-platform user modeling. IEEE International Conference on Multimedia and Expo (ICME)null. 2013, http://ir.ia.ac.cn/handle/173211/4248.[224] Xu Changsheng, Sang Jitao, Yan Ming. Friend transfer: Cold-start friend recommendation with cross-platform transfer learning of social knowledge. IEEE International Conference on Multimedia and Expo (ICME)null. 2013, http://ir.ia.ac.cn/handle/173211/4249.[225] Sang Jitao, Xu Changsheng. Latent feature learning in social media network. ACM International Conference on Multimedianull. 2013, 253-262, http://ir.ia.ac.cn/handle/173211/4246.[226] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Graph-Guided Fusion Penalty Based Sparse Coding for Image Classification. PCMnull. 2013, http://ir.ia.ac.cn/handle/173211/11762.[227] Tang, Jinhui, Qi, GuoJun, Zhang, Liyan, Xu, Changsheng. Cross-Space Affinity Learning with Its Application to Movie Recommendation. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2013, 25(7):&nbsp1510-1519, https://www.webofscience.com/wos/woscc/full-record/WOS:000319461800006.[228] Changsheng Xu, Jing Liu. Label localization by appearance guided graph inferring. International Conference on Image Processing (ICIP)null. 2013, 3456-3460, http://ir.ia.ac.cn/handle/173211/4258.[229] Xu Changsheng, Liu Jing. Label localization with weakly spatial constrained graph propagation. IEEE International Conference on Multimedia and Expo (ICME)null. 2013, http://ir.ia.ac.cn/handle/173211/4671.[230] Ngo, ChongWah, Xu, Changsheng, Kraaij, Wessel, El Saddik, Abdulmotaleb. Web-Scale Near-Duplicate Search: Techniques and Applications. IEEE MULTIMEDIAnull. 2013, 20(3):&nbsp10-12, https://www.webofscience.com/wos/woscc/full-record/WOS:000323193400003.[231] Ngo, ChongWah, Xu, Changsheng, Wu, Xiao, El Saddik, Abdulmotaleb. Guest editorial: selected papers from ICIMCS 2011. MULTIMEDIA SYSTEMSnull. 2013, 19(1):&nbsp1-2, https://www.webofscience.com/wos/woscc/full-record/WOS:000314297800001.[232] Xu Changsheng. Social event detection with robust high-order co-clustering. The ACM International Conference on Multimedia Retrieval. 2013, [233] Bao, BingKun, Liu, Guangcan, Hong, Richang, Yan, Shuicheng, Xu, Changsheng. General Subspace Learning With Corrupted Training Data Via Graph Embedding. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2013, 22(11):&nbsp4380-4393, https://www.webofscience.com/wos/woscc/full-record/WOS:000324597800018.[234] Liang, Chao, Xu, Changsheng, Cheng, Jian, Min, Weiqing, Lu, Hanqing. Script-to-Movie: A Computational Framework for Story Movie Composition. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 15(2):&nbsp401-414, https://www.webofscience.com/wos/woscc/full-record/WOS:000313875500015.[235] Sun, Chao, Zhang, Tianzhu, Bao, BingKun, Xu, Changsheng, IEEE. LATENT SUPPORT VECTOR MACHINE FOR SIGN LANGUAGE RECOGNITION WITH KINECT. 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013)null. 2013, 4190-4194, [236] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Locality Discriminative Coding for Image Classification. ICMICSnull. 2013, http://ir.ia.ac.cn/handle/173211/11761.[237] Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Lu, Hanqing. Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS[J]. 2013, 9(1):&nbsp149-160, https://www.webofscience.com/wos/woscc/full-record/WOS:000312839600015.[238] Xu, Min, Xu, Changsheng, He, Xiangjian, Jin, Jesse S, Luo, Suhuai, Rui, Yong. Hierarchical affective content analysis in arousal and valence dimensions. SIGNAL PROCESSING[J]. 2013, 93(8):&nbsp2140-2150, http://dx.doi.org/10.1016/j.sigpro.2012.06.026.[239] Jitao Sang, Changsheng Xu. Tag-aware image classification via Nested Deep Belief nets. IEEE International Conference on Multimedia and Expo (ICME)null. 2013, 1-6, http://ir.ia.ac.cn/handle/173211/4260.[240] Zhu, Xiaofeng, Huang, Zi, Yang, Yang, Shen, Heng Tao, Xu, Changsheng, Luo, Jiebo. Self-taught dimensionality reduction on the high-dimensional small-sized data. PATTERN RECOGNITION[J]. 2013, 46(1):&nbsp215-229, http://dx.doi.org/10.1016/j.patcog.2012.07.018.[241] Sun, Chao, Zhang, Tianzhu, Bao, BingKun, Xu, Changsheng, Mei, Tao. Discriminative Exemplar Coding for Sign Language Recognition with Kinect. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2013, 43(5):&nbsp1418-1428, http://dx.doi.org/10.1109/TCYB.2013.2265337.[242] Li, Zechao, Liu, Jing, Xu, Changsheng, Lu, Hanqing. MLRank: Multi-correlation Learning to Rank for image annotation. PATTERN RECOGNITION[J]. 2013, 46(10):&nbsp2700-2710, http://dx.doi.org/10.1016/j.patcog.2013.03.016.[243] Xu Changsheng. Landmark History Visualization. International Conference on Multimedia Modeling. 2013, [244] Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Lu, Hanqing. (ML)-L-4: Maximum margin Multi-instance Multi-cluster Learning for scene modeling. PATTERN RECOGNITION[J]. 2013, 46(10):&nbsp2711-2723, http://dx.doi.org/10.1016/j.patcog.2013.02.018.[245] Li, Zechao, Liu, Jing, Wang, Meng, Xu, Changsheng, Lu, Hanqing. Enhancing News Organization for Convenient Retrieval and Browsing. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2013, 10(1):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000329025400001.[246] Xu Changsheng, Zhang Tianzhu. Low-rank sparse coding for image classification. IEEE International Conference on Computer Vision (ICCV)null. 2013, 281-288, http://ir.ia.ac.cn/handle/173211/4251.[247] Sang, Jitao, Mei, Tao, Xu, YingQing, Zhao, Chen, Xu, Changsheng, Li, Shipeng. Interaction Design for Mobile Visual Search. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 15(7):&nbsp1665-1676, https://www.webofscience.com/wos/woscc/full-record/WOS:000325811800017.[248] Xu Changsheng, Ghanem Bernard, Zhang Tianzhu, Ahuja Narendra. Object Tracking by Occlusion Detection via Structured Sparse Learning. 2013, http://ir.ia.ac.cn/handle/173211/20468.[249] Yu, Lei, Liu, Jing, Xu, Changsheng, Zhou, Xi, IEEE. LABEL LOCALIZATION WITH WEAKLY SPATIAL CONSTRAINED GRAPH PROPAGATION. 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2013)null. 2013, [250] Tianzhu Zhang, BingKun Bao, Changsheng Xu. Latent support vector machine for sign language recognition with Kinect. International Conference on Image Processing (ICIP)null. 2013, 4190-4194, http://ir.ia.ac.cn/handle/173211/4259.[251] Li, Peng, Wang, Meng, Cheng, Jian, Xu, Changsheng, Lu, Hanqing. Spectral Hashing With Semantically Consistent Graph for Image Indexing. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 15(1):&nbsp141-152, https://www.webofscience.com/wos/woscc/full-record/WOS:000312646600012.[252] Liu, Si, Yan, Shuicheng, Zhang, Tianzhu, Xu, Changsheng, Liu, Jing, Lu, Hanqing. Weakly Supervised Graph Propagation Towards Collective Image Parsing. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(2):&nbsp361-373, https://www.webofscience.com/wos/woscc/full-record/WOS:000302702500011.[253] Sang, Jitao, Xu, Changsheng, Lu, Dongyuan. Learn to Personalized Image Search From the Photo Sharing Websites. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(4):&nbsp963-974, https://www.webofscience.com/wos/woscc/full-record/WOS:000306599300003.[254] Liu, Huiying, Huang, Qingming, Xu, Changsheng, Jiang, Shuqiang. @ICT: attention-based virtual content insertion. MULTIMEDIA SYSTEMS[J]. 2012, 18(3):&nbsp201-214, http://dx.doi.org/10.1007/s00530-011-0234-0.[255] Jitao Sang, Changsheng Xu. Faceted subtopic retrieval: Exploiting the topic hierarchy via a multi-modal framework. Journal of Multimedia[J]. 2012, 7(1):&nbsp9-20, http://ir.ia.ac.cn/handle/173211/11138.[256] Sang, Jitao, Xu, Changsheng. Robust Face-Name Graph Matching for Movie Character Identification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(3):&nbsp586-596, https://www.webofscience.com/wos/woscc/full-record/WOS:000304166300010.[257] Hanqing Lu, Changsheng Xu, Zechao Li, Jing Liu, Yu Jiang. Chat with illustration: a chat system with visual aids. Proceedings of the 4th International Conference on Internet Multimedia Computing and Servicenull. 2012, http://ir.ia.ac.cn/handle/173211/13447.[258] Changsheng Xu, Changsheng Li, Jing Liu, Yan Liu, Hanqing Lu, Qingshan Liu. Ordinal preserving projection: a novel dimensionality reduction method for image ranking. Proceedings of the 2nd ACM International Conference on Multimedia Retrievalnull. 2012, http://ir.ia.ac.cn/handle/173211/13449.[259] Fang Quan, Xu Changsheng, Sang Jitao. Saliency aware locality-preserving coding for image classification. IEEE International Conference on Multimedia and Expo (ICME)null. 2012, 260-265, http://ir.ia.ac.cn/handle/173211/4250.[260] Sang Jitao, Mei Tao, Sun JianTao, Xu Changsheng, Li Shipeng. Probabilistic Sequential POIs Recommendation via Check-in Data. International Conference on Advances in Geographic Information Systems 2012null. 2012, http://ir.ia.ac.cn/handle/173211/10769.[261] 丁昕苗, 郭文, 徐常胜. 基于黎曼流型度量的人工鱼群算法视觉跟踪. 计算机科学[J]. 2012, 39(5):&nbsp266-270, http://lib.cqvip.com/Qikan/Article/Detail?id=41932833.[262] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. Hi, magic closet, tell me what to wear!. ACM International Conference on Multimedianull. 2012, 619-628, http://ir.ia.ac.cn/handle/173211/4245.[263] Sang Jitao, Xu Changsheng. Right buddy makes the difference: An early exploration of social relation analysis in multimedia applications. ACM International Conference on Multimedianull. 2012, 19-28, http://ir.ia.ac.cn/handle/173211/4242.[264] Xiao, Xian, Xu, Changsheng, Wang, Jinqiao, Xu, Min. Enhanced 3-D Modeling for Landmark Image Classification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(4):&nbsp1246-1258, https://www.webofscience.com/wos/woscc/full-record/WOS:000306599400011.[265] Zhang Zhongfei, Zhang Zhengyou, Jain Ramesh, Zhuang Yueting, Contractor Noshir, Hauptmann Alexander G, Jaimes Alejandro Alex, Li Wanqing, Loui Alexander C, Mei Tao, Sebe Nicu, Tian Yonghong, Tseng Vincent S, Wang Qing, Xu Changsheng, Yu Huimin, Yu Shiwen. Perspective:Societally connected multimedia across cultures. Journal of Zhejiang University. Science C, Computers & Electronics[J]. 2012, 13(12):&nbsp875-880, [266] Bao, BingKun, Liu, Guangcan, Xu, Changsheng, Yan, Shuicheng. Inductive Robust Principal Component Analysis. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 21(8):&nbsp3794-3800, https://www.webofscience.com/wos/woscc/full-record/WOS:000306598100037.[267] Xu, Changsheng, Hanjalic, Alan, Yan, Shuicheng, Liu, Qingshan, Smeaton, Alan F. Special Section on Object and Event Classification in Large-Scale Video Collections. IEEE TRANSACTIONS ON MULTIMEDIAnull. 2012, 14(1):&nbsp1-2, https://www.webofscience.com/wos/woscc/full-record/WOS:000302701100001.[268] Zhang, Tianzhu, Xu, Changsheng, Zhu, Guangyu, Liu, Si, Lu, Hanqing. A Generic Framework for Video Annotation via Semi-Supervised Learning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(4):&nbsp1206-1219, https://www.webofscience.com/wos/woscc/full-record/WOS:000306599400008.[269] Xu Changsheng, Bao BingKun, Sang Jitao. Multimedia news digger on emerging topics from social streams. ACM International Conference on Multimedianull. 2012, 1357-1358, http://ir.ia.ac.cn/handle/173211/4243.[270] Lu Hanqing, Xu Changsheng. Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. ACM International Conference on Multimedianull. 2012, 1335-1336, http://ir.ia.ac.cn/handle/173211/4664.[271] Sang, Jitao, Xu, Changsheng, Liu, Jing. User-Aware Image Tag Refinement via Ternary Semantic Analysis. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 14(3):&nbsp883-895, https://www.webofscience.com/wos/woscc/full-record/WOS:000304166700019.[272] Xu Changsheng, Lu Hanqing. Size adaptive selection of most informative features. AAAI Conference on Artificial Intelligencenull. 2011, 392-397, http://ir.ia.ac.cn/handle/173211/4607.[273] Liang, Chao, Xu, Changsheng, Cheng, Jian, Lu, Hanqing, IEEE. TVParser: An Automatic TV Video Parsing Method. 2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)null. 2011, [274] Liu Jing, Xu Changsheng. Descriptive local feature groups for image classification. International Conference on Image Processing (ICIP)null. 2011, 2501-2504, http://ir.ia.ac.cn/handle/173211/4578.[275] Liu Jing, Lu Hanqing, Xu Changsheng. News contextualization with geographic and visual information. ACM Multimedia Conferenc (MM)null. 2011, 133-142, http://ir.ia.ac.cn/handle/173211/4204.[276] Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Lu, Hanqing. Boosted multi-class semi-supervised learning for human action recognition. PATTERN RECOGNITION[J]. 2011, 44(10-11):&nbsp2334-2342, http://dx.doi.org/10.1016/j.patcog.2010.06.018.[277] Chen, Shi, Wang, Jinqiao, Ouyang, Yi, Wang, Bo, Xu, Changsheng, Lu, Hanqing. Boosting part-sense multi-feature learners toward effective object detection. COMPUTER VISION AND IMAGE UNDERSTANDING[J]. 2011, 115(3):&nbsp364-374, http://dx.doi.org/10.1016/j.cviu.2010.11.006.[278] Xu Changsheng, Lu Hanqing. Snap & play: Auto-generate personalized find-the-difference mobile game. ACM Multimedia Conferenc (MM)null. 2011, 993-996, http://ir.ia.ac.cn/handle/173211/4608.[279] Zhang Xinming, Liu Yang, Liang Chao, Xu Changsheng, Lee KT, Tsai WH, Liao HYM, Chen T, Hsieh JW, Tseng CC. A Visualized Communication System Using Cross-Media Semantic Association. ADVANCES IN MULTIMEDIA MODELING, PT IInull. 2011, 6524: 88-98, [280] Xu Changsheng. Copy detection towards semantic mining for video retrieval. International Conference on Image Processing (ICIP)null. 2011, 2533-2536, http://ir.ia.ac.cn/handle/173211/4186.[281] Liu, Yang, Xu, Changsheng, Lu, Hanqing. Audio-visual large-scale video copy detection. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS[J]. 2011, 88(18):&nbsp3803-3816, http://www.irgrid.ac.cn/handle/1471x/974234.[282] Xu Changsheng. ACM International Conference Proceeding Series: Preface. ACM International Conference Proceeding Seriesnull. 2011, http://ir.ia.ac.cn/handle/173211/4173.[283] Xu, Min, Wang, Jinqiao, Hasan, Muhammad A, He, Xiangjian, Xu, Changsheng, Lu, Hanqing, Jin, Jesse S, IEEE. USING CONTEXT SALIENCY FOR MOVIE SHOT CLASSIFICATION. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2011, [284] Wei, Shikui, Zhao, Yao, Zhu, Ce, Xu, Changsheng, Zhu, Zhenfeng. Frame Fusion for Video Copy Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2011, 21(1):&nbsp15-28, http://www.irgrid.ac.cn/handle/1471x/973584.[285] Zhang Chunjie, Ma Songde, Lu Hanqing, Xu Changsheng, Liu Jing. One step beyond bags of features: Visual categorization using components. International Conference on Image Processing (ICIP)null. 2011, 2417-2420, http://ir.ia.ac.cn/handle/173211/4206.[286] Liu, Jing, Zhang, Chunjie, Tian, Qi, Xu, Changsheng, Lu, Hanqing, Ma, Songde, IEEE. One Step Beyond Bags of Features: Visual Categorization Using Components. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2011, [287] Xu Changsheng, Wang Jinqiao. Landmark recognition and retrieval: From 2D to 3D. ACM Multimedia Conferenc (MM)null. 2011, 77-78, http://ir.ia.ac.cn/handle/173211/4595.[288] Zhang, Tianzhu, Liu, Jing, Liu, Si, Xu, Changsheng, Lu, Hanqing. Boosted Exemplar Learning for Action Recognition and Annotation. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2011, 21(7):&nbsp853-866, http://www.irgrid.ac.cn/handle/1471x/974235.[289] Wei, Shikui, Zhao, Yao, Xu, Changsheng, Xu, Dong, IEEE. COPY DETECTION TOWARDS SEMANTIC MINING FOR VIDEO RETRIEVAL. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2011, [290] Xu Changsheng. Robust Movie Character Identification and Its Sensitivity Analysis. IEEE International Conference on Multimedia and Expo. 2011, [291] Liu Jing, Sang Jitao, Xu Changsheng. Exploiting user information for image tag refinement. ACM Multimedia Conferenc (MM)null. 2011, 1129-1132, http://ir.ia.ac.cn/handle/173211/4581.[292] Jing Liu, Hanqing Lu, Changsheng Xu, Chunjie Zhang, Jinqiao Wang. Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting. Asian Conference on Computer Vision (ACCV)null. 2011, 239-249, http://ir.ia.ac.cn/handle/173211/4629.[293] Wang Jinqiao, Lu Hanqing, Xu Changsheng. Using context saliency for movie shot classification. International Conference on Image Processing (ICIP)null. 2011, 3653-3656, http://ir.ia.ac.cn/handle/173211/4611.[294] Yu, Lei, Liu, Jing, Xu, Changsheng, IEEE. DESCRIPTIVE LOCAL FEATURE GROUPS FOR IMAGE CLASSIFICATION. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2011, [295] Xu CS, Lu HQ, Cheng J. TVParser: An Automatic TV Video Parsing Method. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)null. 2011, http://ir.ia.ac.cn/handle/173211/4626.[296] Xu Changsheng. Generative group activity analysis with quaternion descriptor. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)null. 2011, http://ir.ia.ac.cn/handle/173211/4193.[297] Lu HQ, Xu CS, Ma SD, Zhang CJ, Liu J. Image Classification by Non-Negative Sparse Coding, Low-Rank and Sparse Decomposition. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)null. 2011, 1673-1680, http://ir.ia.ac.cn/handle/173211/4625.[298] Xu Changsheng, Lu Hanqing. Compact codebook generation towards scale-invariance. Pacific-Rim Symposium on Image and Video Technology (PSIVT)null. 2010, 376-380, http://ir.ia.ac.cn/handle/173211/4574.[299] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. Human action recognition via multi-view learning. International Conference on Internet Multimedia Computing and Service (ICIMCS)null. 2010, 23-28, http://ir.ia.ac.cn/handle/173211/4588.[300] Xu Changsheng. Using scripts for affective content retrieval. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)null. 2010, 43-51, http://ir.ia.ac.cn/handle/173211/4223.[301] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. A generic framework for event detection in various video domains. ACM Multimedia Conferenc (MM)null. 2010, 103-112, http://ir.ia.ac.cn/handle/173211/4569.[302] Chao Liang, Changsheng Xu, Hanqing Lu. Personalized Sports Video Customization Using Content and Context Analysis. INTERNATIONAL JOURNAL OF DIGITAL MULTIMEDIA BROADCASTING[J]. 2010, 2010: https://doaj.org/article/3a867cff87dc4427b3e7f1cb6811c1c0.[303] Xu Changsheng, Lu Hanqing. Extracting key sub-trajectory features for supervised tactic detection in sports video. International Conference on Pattern Recognition (ICPR)null. 2010, 125-128, http://ir.ia.ac.cn/handle/173211/4582.[304] Liu Chunxi, Huang Qingming, Jiang Shuqiang, Xu Changsheng, IEEE. EVENT BASED NEWS VIDEO PEOPLE CLASSIFICATION AND RANKING USING MULTIMODALITY FEATURES. 2010 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2010)null. 2010, 149-154, [305] Xu Changsheng. Visual Attention Based Small Object Segmentation in Natural Images. IEEE International Conference on Image Processing. 2010, [306] Xu Changsheng, Lu Hanqing. Feature selection under learning to rank model for multimedia retrieve. International Conference on Internet Multimedia Computing and Service (ICIMCS)null. 2010, 69-72, http://ir.ia.ac.cn/handle/173211/4584.[307] Liu, Yang, Cheng, Jian, Xu, Changsheng, Lu, Hanqing. Building topographic subspace model with transfer learning for sparse representation. NEUROCOMPUTING[J]. 2010, 73(10-12):&nbsp1662-1668, http://dx.doi.org/10.1016/j.neucom.2009.11.041.[308] Xu Changsheng. Event based news video people classification and ranking using multimodality features. IEEE International Conference on Multimedia and Expo (ICME)null. 2010, 149-154, http://ir.ia.ac.cn/handle/173211/4189.[309] Guo, Wen, Xu, Changsheng, Ma, Songde, Xu, Min, Qiu, GP, Lam, KM, Kiya, H, Xue, XY, Kuo, CCJ, Lew, MS. Visual Attention Based Motion Object Detection and Trajectory Tracking. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING-PCM 2010, PT IInull. 2010, 6298: 462-+, [310] Zhang Tianzhu, Xu Changsheng, Zhu Guangyu, Liu Si, Lu Hanqing. Towards Yahoo! Challenge: A Generic Event Detection and Segmentation System for Video Navigation and Search. 2010, http://ir.ia.ac.cn/handle/173211/20481.[311] Xu Changsheng, Ma Songde. Hausdorff matching based SVD-covariance descriptor for object tracking. International Conference on Internet Multimedia Computing and Service (ICIMCS)null. 2010, 41-44, http://ir.ia.ac.cn/handle/173211/4197.[312] Xiao, Xian, Xu, Changsheng, Rui, Yong, IEEE. VIDEO BASED 3D RECONSTRUCTION USING SPATIO-TEMPORAL ATTENTION ANALYSIS. 2010 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2010)null. 2010, 1091-1096, [313] Lu HanQing, Xu ChangSheng. Coherent bag-of audio words model for efficient large-scale video copy detection. ACM International Conference on Image and Video Retrieval (CIVR)null. 2010, 89-96, http://ir.ia.ac.cn/handle/173211/4573.[314] Xu Changsheng. The third eye: Mining the visual cognition across multi-language communities. ACM Multimedia Conferenc (MM)null. 2010, 431-440, http://ir.ia.ac.cn/handle/173211/4218.[315] Xu Changsheng, Wang Jinqiao. Landmark image classification using 3D point clouds. ACM Multimedia Conferenc (MM)null. 2010, 719-722, http://ir.ia.ac.cn/handle/173211/4594.[316] Liu, Huiying, Xu, Min, Huang, Qingming, Jin, Jesse S, Jiang, Shuqiang, Xu, Changsheng, IEEE. A CLOSE-UP DETECTION METHOD FOR MOVIES. 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSINGnull. 2010, 1505-1508, [317] Jing Liu, Hanqing Lu, Changsheng Xu. Cross-media retrieval: state-of-the-art and open issues. International Journal of Multimedia Intelligence & Security[J]. 2010, 1(1):&nbsp33-52, http://ir.ia.ac.cn/handle/173211/13438.[318] Xu Changsheng, Sang Jitao. Character-based movie summarization. ACM Multimedia Conferenc (MM)null. 2010, 855-858, http://ir.ia.ac.cn/handle/173211/4183.[319] Xu Changsheng. A close-up detection method for movies. International Conference on Image Processing (ICIP)null. 2010, 1505-1508, http://ir.ia.ac.cn/handle/173211/4172.[320] Xu Changsheng. Adaptive Local Hyperplanes for MTV affective analysis. International Conference on Internet Multimedia Computing and Service (ICIMCS)null. 2010, 167-170, http://ir.ia.ac.cn/handle/173211/4174.[321] Wang Jinqiao, Xu Changsheng, Lu Hanqing. Fast feature selection and training for AdaBoost-based concept detection with large scale datasets. ACM Multimedia Conferenc (MM)null. 2010, 1179-1182, http://ir.ia.ac.cn/handle/173211/4583.[322] Xu, Changsheng, Steinbach, Eckehard, El Saddik, Abdulmotaleb, Zhou, Michelle. Introduction to the Best Papers of ACM Multimedia 2009. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONSnull. 2010, 6(3):&nbsphttps://www.webofscience.com/wos/woscc/full-record/WOS:000281799300001.[323] Yu Lei, Liu Jing, Xu Changsheng, Qiu GP, Lam KM, Kiya H, Xue XY, Kuo CCJ, Lew MS. Discovering Phrase-Level Lexicon for Image Annotation. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING-PCM 2010, PT Inull. 2010, 6297: 183-192, [324] Xu CS. VIDEO BASED 3D RECONSTRUCTION USING SPATIO-TEMPORAL ATTENTION ANALYSIS. IEEE International Conference on Multimedia and Expo (ICME)null. 2010, 1091-1096, http://ir.ia.ac.cn/handle/173211/4226.[325] Liu, Huiying, Qiu, Xuekan, Huang, Qingming, Jiang, Shuqiang, Xu, Changsheng, IEEE. ADVERTISE GENTLY - IN-IMAGE ADVERTISING WITH LOW INTRUSIVENESS. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6null. 2009, 3105-+, http://dx.doi.org/10.1109/ICIP.2009.5414457.[326] Xu Changsheng. Advertise gently - In-image advertising with low intrusiveness. International Conference on Image Processing (ICIP)null. 2009, 3105-3108, http://ir.ia.ac.cn/handle/173211/4175.[327] Lu Hanqing, Cheng Jian, Xu Changsheng, Zhang Yifan. Sports video analysis: Semantics extraction, editorial content creation and adaptation. Journal of Multimedia[J]. 2009, 4(2):&nbsp69-79, http://ir.ia.ac.cn/handle/173211/3321.[328] Liang Shi, Jinqiao Wang, Lei Xu, Hanqing Lu, Changsheng Xu. Context saliency based image summarization. IEEE International Conference on Multimedia and Expo (ICME)null. 2009, 270-273, http://ir.ia.ac.cn/handle/173211/4576.[329] Zhang, Xiaoyu, Xu, Changsheng, Cheng, Jian, Lu, Hanqing, Ma, Songde. Effective annotation and search for video blogs with integration of context and content analysis. IEEE Transactions on Multimedia (TMM)[J]. 2009, 11(2):&nbsp272-285, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000262714800008.[330] Zhu, Guangyu, Xu, Changsheng, Huang, Qingming, Rui, Yong, Jiang, Shuqiang, Gao, Wen, Yao, Hongxun. Event Tactic Analysis Based on Broadcast Sports Video. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2009, 11(1):&nbsp49-67, http://www.irgrid.ac.cn/handle/1471x/973583.[331] Zhang, YiFan, Xu, Changsheng, Zhang, Xiaoyu, Lu, Hanqing. Personalized retrieval of sports video based on multi-modal analysis and user preference acquisition. Multimedia Tools and Applications (MTA)[J]. 2009, 44(2):&nbsp305-330, http://www.irgrid.ac.cn/handle/1471x/974243.[332] Lu Hanqing, Xu Changsheng. Welcome message from conference chairs. International Conference on Internet Multimedia Computing and Service (ICIMCS)null. 2009, http://ir.ia.ac.cn/handle/173211/4614.[333] Zhang, YiFan, Xu, Changsheng, Lu, Hanqing, Huang, YehMin. Character Identification in Feature-Length Films Using Global Face-Name Matching. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2009, 11(7):&nbsp1276-1288, http://www.irgrid.ac.cn/handle/1471x/973579.[334] Xu, Changsheng, Zhang, YiFan, Zhu, Guangyu, Rui, Yong, Lu, Hanqing, Huang, Qingming. Using Webcast Text for Semantic Event Detection in Broadcast Sports Video. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2008, 10(7):&nbsp1342-1355, http://ir.ia.ac.cn/handle/173211/9543.[335] 徐常胜. 三维面像数据采集和重建系统. 中国图象图形学报：A辑[J]. 1998, 3(2):&nbsp146-150, http://lib.cqvip.com/Qikan/Article/Detail?id=3018349.[336] 徐常胜, 田英利, 马颂德, 徐焱. 三维面像数据采集和重建系统. 中国图象图形学报：A辑[J]. 1998, 3(2):&nbsp146-, http://lib.cqvip.com/Qikan/Article/Detail?id=3018349.[337] 徐常胜, 马颂德. 自动X线头影测量及面象预测系统的研究与应用. 电子学报[J]. 1998, 26(12):&nbsp134-, http://lib.cqvip.com/Qikan/Article/Detail?id=3189177.
发表著作
1. Y. Huang, C. Xu, K. Cheng, J. Yang, M. Swamy, S. Li, J. Ding (Eds.), Lecture Note in Computer Science 5353, Advances in Multimedia Information Processing-PCM 2008, Springer, 2008.
科研活动
科研项目
网络视频的语义搜索与内容监管关键技术研究
海量跨媒体数据挖掘关键技术研究
基于2D视频视觉关注度的3D重建方法研究
基于多模态的沉浸式环境生成系统
指导学生
已指导学生张歆明硕士研究生 081104-模式识别与智能系统现指导学生邓拯宇硕士研究生 081104-模式识别与智能系统肖宪博士研究生 081104-模式识别与智能系统俞雷博士研究生 081203-计算机应用技术桑基韬博士研究生 081104-模式识别与智能系统应龙博士研究生 081104-模式识别与智能系统方全硕士研究生 081104-模式识别与智能系统袁召全硕士研究生 081104-模式识别与智能系统闵巍庆博士研究生 081104-模式识别与智能系统孙超博士研究生 081104-模式识别与智能系统
2013 中国科学院大学，网络信息中心.