基本信息
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] 李香粤, 方全, 胡骏, 钱胜胜, 徐常胜. 基于变形图匹配的知识图谱多跳问答. 北京航空航天大学学报[J]. 2024, 第 5 作者50(2): 529-534, http://lib.cqvip.com/Qikan/Article/Detail?id=7111471076.
[2] 陈宏, 钱胜胜, 李章明, 方全, 徐常胜. 基于多模态掩码Transformer网络的社会事件分类. 北京航空航天大学学报[J]. 2024, 第 5 作者50(2): 579-587, http://lib.cqvip.com/Qikan/Article/Detail?id=7111471082.
[3] Wu, Shangxi, Sang, Jitao, Xu, Kaiyan, Zheng, Guanhua, Xu, Changsheng. Adaptive Adversarial Logits Pairing. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2024, 第 5 作者20(2): http://dx.doi.org/10.1145/3616375.
[4] Xi Zhang, Feifei Zhang, Changsheng Xu. NExT-OOD: Overcoming Dual Multiple-Choice VQA Biases. IEEE Trans. Pattern Anal. Mach. Intell[J]. 2024, 第 3 作者  通讯作者  46(4): 1913-1931, 
[5] Lv, Pei, Wang, Wentong, Wang, Yunxin, Zhang, Yuzhen, Xu, Mingliang, Xu, Changsheng. SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2023, 第 6 作者http://dx.doi.org/10.1109/TNNLS.2023.3250485.
[6] Mengyuan Chen, Gao, Junyu, 徐常胜. Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell.[J]. 2023, 第 3 作者45(12): 15896-15911, 
[7] Wang, Wei, Gao, Junyu, Xu, Changsheng. Weakly-Supervised Video Object Grounding via Causal Intervention. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2023, 第 11 作者45(3): 3933-3948, http://dx.doi.org/10.1109/TPAMI.2022.3180025.
[8] 宋亚光, 杨小汕, 徐常胜. ������������������������������������������������������������������. 计算机辅助设计与图形学学报[J]. 2023, 第 3 作者35(3): 413-422, http://lib.cqvip.com/Qikan/Article/Detail?id=7109617195.
[9] Jie Fu, Gao, Junyu, 徐常胜. Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell.[J]. 2023, 第 11 作者45(10): 12427-12423, 
[10] Jiao, Yifan, Yao, Hantao, Xu, Changsheng. Dual Instance-Consistent Network for Cross-Domain Object Detection. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2023, 第 11 作者45(6): 7338-7352, http://dx.doi.org/10.1109/TPAMI.2022.3218569.
[11] Gao, Junyu, Mengyuan Chen, 徐常胜. Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell.[J]. 2023, 第 11 作者45(12): 15949-15963, 
[12] 姚暄, 高君宇, 徐常胜. ���������������������������������������������������. 软件学报[J]. 2023, 第 3 作者34(5): 2083-2100, http://lib.cqvip.com/Qikan/Article/Detail?id=7109592128.
[13] Lv, Pei, Wang, Wentong, Wang, Yunxin, Zhang, Yuzhen, Xu, Mingliang, Xu, Changsheng. SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2023, 第 6 作者http://dx.doi.org/10.1109/TNNLS.2023.3250485.
[14] Mengyuan Chen, Gao, Junyu, 徐常胜. Uncertainty-Aware Dual-Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell.[J]. 2023, 第 3 作者45(12): 15896-15911, 
[15] 宋亚光, 杨小汕, 徐常胜. 跨模态多视角自监督的个性化食谱推荐异构图网络. 计算机辅助设计与图形学学报[J]. 2023, 第 3 作者35(3): 413-422, https://www.jcad.cn/article/doi/10.3724/SP.J.1089.2023.19347.
[16] Wang, Wei, Gao, Junyu, Xu, Changsheng. Weakly-Supervised Video Object Grounding via Causal Intervention. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2023, 第 3 作者  通讯作者  45(3): 3933-3948, http://dx.doi.org/10.1109/TPAMI.2022.3180025.
[17] Jie Fu, Gao, Junyu, 徐常胜. Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell.[J]. 2023, 第 3 作者  通讯作者  45(10): 12427-12423, 
[18] 张熙, 杨小汕, 徐常胜. ChatGPT及生成式人工智能现状及未来发展方向. 中国科学基金[J]. 2023, 第 3 作者37(5): 743-750, http://lib.cqvip.com/Qikan/Article/Detail?id=7110959439.
[19] Yuan, Mengqi, Bao, BingKun, Tan, Zhiyi, Xu, Changsheng. Adaptive Text Denoising Network for Image Caption Editing. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2023, 第 4 作者19(1): http://dx.doi.org/10.1145/3532627.
[20] Gao, Junyu, Mengyuan Chen, 徐常胜. Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization. IEEE Trans. Pattern Anal. Mach. Intell.[J]. 2023, 第 3 作者  通讯作者  45(12): 15949-15963, 
[21] Jiao, Yifan, Yao, Hantao, Xu, Changsheng. Dual Instance-Consistent Network for Cross-Domain Object Detection. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2023, 第 3 作者  通讯作者  45(6): 7338-7352, http://dx.doi.org/10.1109/TPAMI.2022.3218569.
[22] Cai, Desheng, Qian, Shengsheng, Fang, Quan, Hu, Jun, Ding, Wenkui, Xu, Changsheng. Heterogeneous Graph Contrastive Learning Network for Personalized Micro-Video Recommendation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2023, 第 6 作者  通讯作者  25: 2761-2773, http://dx.doi.org/10.1109/TMM.2022.3151026.
[23] 姚暄, 高君宇, 徐常胜. 基于自监督图对比学习的视频问答方法. 软件学报[J]. 2023, 第 3 作者34(5): 2083-2100, http://lib.cqvip.com/Qikan/Article/Detail?id=7109592128.
[24] Fu, Jie, Gao, Junyu, Xu, Changsheng. Semantic and Temporal Contextual Correlation Learning for Weakly-Supervised Temporal Action Localization. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2023, 第 3 作者  通讯作者  45(10): 12427-12443, http://dx.doi.org/10.1109/TPAMI.2023.3287208.
[25] Zhang, Feifei, Xu, Mingliang, Xu, Changsheng. Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 第 11 作者31: 1000-1011, http://dx.doi.org/10.1109/TIP.2021.3138302.
[26] 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, 第 11 作者24: 1020-1030, http://dx.doi.org/10.1109/TMM.2021.3097495.
[27] Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu. Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning. AAAI. 2022, 第 11 作者
[28] 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, 第 11 作者32(4): 2057-2067, http://dx.doi.org/10.1109/TCSVT.2021.3081729.
[29] Ma, Xinhong, Yang, Xiaoshan, Gao, Junyu, Xu, Changsheng. The Model May Fit You: User-Generalized Cross-Modal Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 11 作者24: 2998-3012, http://dx.doi.org/10.1109/TMM.2021.3091888.
[30] 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, 第 11 作者32(5): 3023-3035, http://dx.doi.org/10.1109/TCSVT.2021.3096237.
[31] Qian, Shengsheng, Xue, Dizhan, Fang, Quan, Xu, Changsheng. Adaptive Label-Aware Graph Convolutional Networks for Cross-Modal Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 11 作者24: 3520-3532, 
[32] Zhang, Xi, Zhang, Feifei, Xu, Changsheng. Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 11 作者24: 2986-2997, http://dx.doi.org/10.1109/TMM.2021.3091882.
[33] Gao, Junyu, Chen, Mengyuan, Xu, Changsheng. Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization. CVPR. 2022, 第 11 作者http://arxiv.org/abs/2105.14576.
[34] 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, 第 11 作者18(1): http://dx.doi.org/10.1145/3466886.
[35] 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, 第 11 作者24: 2273-2286, http://dx.doi.org/10.1109/TMM.2021.3078882.
[36] Huang, Nisha, Tang, Fan, Dong, Weiming, Xu, Changsheng. Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. ACM Multimedia. 2022, 第 4 作者http://arxiv.org/abs/2209.13360.
[37] Gao, Junyu, Xu, Changsheng. Learning Video Moment Retrieval Without a Single Annotated Video. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 第 11 作者32(3): 1646-1657, http://dx.doi.org/10.1109/TCSVT.2021.3075470.
[38] Huang, Xiaowen, Sang, Jitao, Yu, Jian, Xu, Changsheng. Learning to Learn a Cold-start Sequential Recommender. ACM TRANSACTIONS ON INFORMATION SYSTEMS[J]. 2022, 第 11 作者40(2): http://dx.doi.org/10.1145/3466753.
[39] 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. AAAI. 2022, 第 8 作者
[40] 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, 第 5 作者18(4): 99:1-99:16, http://dx.doi.org/10.1145/3501800.
[41] Mengyuan Chen, Junyu Gao, Shicai Yang, Changsheng Xu. Dual-Evidential Learning for Weakly- supervised Temporal Action Localization. ECCV. 2022, 第 11 作者
[42] 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, 第 10 作者8(1): 33-62, http://lib.cqvip.com/Qikan/Article/Detail?id=7107041296.
[43] Yiming Li, Xiaoshan Yang, Changsheng Xu. Dynamic Scene Graph Generation via Anticipatory Pre-training. IEEE CVPR. 2022, 第 11 作者
[44] 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, 第 11 作者18(2): http://dx.doi.org/10.1145/3478642.
[45] Xiong, Baochen, Yang, Xiaoshan, Qi, Fan, Xu, Changsheng. A unified framework for multi-modal federated learning. NEUROCOMPUTING[J]. 2022, 第 4 作者480: 110-118, http://dx.doi.org/10.1016/j.neucom.2022.01.063.
[46] Yao, Hantao, Min, Shaobo, Zhang, Yongdong, Xu, Changsheng. Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 4 作者24: 1933-1942, http://dx.doi.org/10.1109/TMM.2021.3074252.
[47] 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, 第 11 作者32(8): 5213-5224, 
[48] Cai, Desheng, Qian, Shengsheng, Fang, Quan, Xu, Changsheng. Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 11 作者24: 805-818, http://dx.doi.org/10.1109/TMM.2021.3059508.
[49] Li, Yaoyu, Yao, Hantao, Xu, Changsheng. Intra-Domain Consistency Enhancement for Unsupervised Person Re-Identification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 11 作者24: 415-425, 
[50] Huang, Xiaowen, Sang, Jitao, Xu, Changsheng. Image-Based Personality Questionnaire Design. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2022, 第 3 作者18(4): http://dx.doi.org/10.1145/3503489.
[51] Zhangming Li, Shengsheng Qian, Jie Cao, Quan Fang, Changsheng Xu. Adaptive Transformer-Based Conditioned Variational Autoencoder for Incomplete Social Event Classification. ACM Multimedia. 2022, 第 5 作者
[52] 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, 第 11 作者32(3): 1681-1695, http://dx.doi.org/10.1109/TCSVT.2021.3056098.
[53] Yi Huang, Xiaoshan Yang, Ji Zhang, Changsheng Xu. Relative Alignment Network for Source-Free Multimodal Video Domain Adaptation. ACM Multimedia. 2022, 第 11 作者
[54] Deng, Yingying, Tang, Fan, Dong, Weiming, Ma, Chongyang, Pan, Xingjia, Wang, Lei, Xu, Changsheng. StyTr2: Image Style Transfer with Transformers. CVPR. 2022, 第 7 作者http://arxiv.org/abs/2105.14576.
[55] 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 Multimedia. 2022, 第 11 作者
[56] 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, 第 4 作者8(2): 199-212, http://lib.cqvip.com/Qikan/Article/Detail?id=7107039229.
[57] Zhang, Feifei, Xu, Mingliang, Xu, Changsheng. Weakly-Supervised Facial Expression Recognition in the Wild With Noisy Data. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 11 作者24: 1800-1814, http://dx.doi.org/10.1109/TMM.2021.3072786.
[58] 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, 第 11 作者24: 1449-1459, http://dx.doi.org/10.1109/TMM.2021.3065498.
[59] Zhang, Feifei, Xu, Mingliang, Xu, Changsheng. Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 第 3 作者  通讯作者  31: 1000-1011, http://dx.doi.org/10.1109/TIP.2021.3138302.
[60] 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, 第 4 作者  通讯作者  24: 1020-1030, http://dx.doi.org/10.1109/TMM.2021.3097495.
[61] Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu. Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning. AAAI. 2022, 第 4 作者  通讯作者  
[62] 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, 第 4 作者  通讯作者  32(4): 2057-2067, http://dx.doi.org/10.1109/TCSVT.2021.3081729.
[63] Ma, Xinhong, Yang, Xiaoshan, Gao, Junyu, Xu, Changsheng. The Model May Fit You: User-Generalized Cross-Modal Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 4 作者  通讯作者  24: 2998-3012, http://dx.doi.org/10.1109/TMM.2021.3091888.
[64] 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, 第 3 作者  通讯作者  32(5): 3023-3035, http://dx.doi.org/10.1109/TCSVT.2021.3096237.
[65] Zhang, Xi, Zhang, Feifei, Xu, Changsheng. Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2022, 第 3 作者  通讯作者  24: 2986-2997, http://dx.doi.org/10.1109/TMM.2021.3091882.
[66] Gao, Junyu, Chen, Mengyuan, Xu, Changsheng. Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization. CVPR. 2022, 第 3 作者  通讯作者  http://arxiv.org/abs/2105.14576.
[67] 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, 第 4 作者  通讯作者  18(1): http://dx.doi.org/10.1145/3466886.
[68] 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, 第 4 作者  通讯作者  24: 2273-2286, http://dx.doi.org/10.1109/TMM.2021.3078882.
[69] Huang, Nisha, Tang, Fan, Dong, Weiming, Xu, Changsheng. Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. ACM Multimedia. 2022, 第 4 作者http://arxiv.org/abs/2209.13360.
[70] Gao, Junyu, Xu, Changsheng. Learning Video Moment Retrieval Without a Single Annotated Video. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2022, 第 2 作者  通讯作者  32(3): 1646-1657, http://dx.doi.org/10.1109/TCSVT.2021.3075470.
[71] Huang, Xiaowen, Sang, Jitao, Yu, Jian, Xu, Changsheng. Learning to Learn a Cold-start Sequential Recommender. ACM TRANSACTIONS ON INFORMATION SYSTEMS[J]. 2022, 第 4 作者  通讯作者  40(2): http://dx.doi.org/10.1145/3466753.
[72] 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. AAAI. 2022, 第 8 作者
[73] 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, 第 5 作者18(4): 99:1-99:16, http://dx.doi.org/10.1145/3501800.
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[450] 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, 第 3 作者59(36): 3554-3560, https://d.wanfangdata.com.cn/periodical/kxtb201436005.
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[459] 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, 第 3 作者  通讯作者  11(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000348308800004.
[460] 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, 第 3 作者  通讯作者  11(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000343984800011.
[461] 方全. Paint the City Colorfully: Location Visualization from Multiple Themes. 2013, http://ir.ia.ac.cn/handle/173211/15432.
[462] Deng, Zhengyu, Sang, Jitao, Xu, Changsheng, IEEE. PERSONALIZED VIDEO RECOMMENDATION BASED ON CROSS-PLATFORM USER MODELING. 2013IEEEINTERNATIONALCONFERENCEONMULTIMEDIAANDEXPOICME2013. 2013, 第 3 作者
[463] Sang, Jitao, Xu, Changsheng. Social Influence Analysis and Application on Multimedia Sharing Websites. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2013, 第 11 作者9(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000326187700023.
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[465] Sang, Jitao, Mei, Tao, Xu, YingQing, Zhao, Chen, Xu, Changsheng, Li, Shipeng. Interaction Design for Mobile Visual Search. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 第 5 作者15(7): 1665-1676, https://www.webofscience.com/wos/woscc/full-record/WOS:000325811800017.
[466] Xu Changsheng. Verb-Object Concepts Image Classification via Hierarchical Nonnegative Graph Embedding. International Conference on Multimedia Modeling. 2013, 第 11 作者
[467] Xu Changsheng, Sang Jitao. Personalized video recommendation based on cross-platform user modeling. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/4248.
[468] Qian Shengsheng, Ying Long, Zhang Tianzhu, Xu Changsheng. Multi-cue Based Multi-target Tracking with Boosted MHT. 2013, 第 4 作者http://ir.ia.ac.cn/handle/173211/20471.
[469] 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). 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/4249.
[470] Sang Jitao, Xu Changsheng. Latent feature learning in social media network. ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA. 2013, 第 2 作者253-262, http://ir.ia.ac.cn/handle/173211/4246.
[471] 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, 第 4 作者25(7): 1510-1519, https://www.webofscience.com/wos/woscc/full-record/WOS:000319461800006.
[472] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Graph-Guided Fusion Penalty Based Sparse Coding for Image Classification. PCM. 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/11762.
[473] Changsheng Xu, Jing Liu. Label localization by appearance guided graph inferring. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2013, 第 1 作者3456-3460, http://ir.ia.ac.cn/handle/173211/4258.
[474] Ngo, ChongWah, Xu, Changsheng, Kraaij, Wessel, El Saddik, Abdulmotaleb. Web-Scale Near-Duplicate Search: Techniques and Applications. IEEE MULTIMEDIA. 2013, 第 2 作者20(3): 10-12, https://www.webofscience.com/wos/woscc/full-record/WOS:000323193400003.
[475] Xu Changsheng, Liu Jing. Label localization with weakly spatial constrained graph propagation. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/4671.
[476] Ngo, ChongWah, Xu, Changsheng, Wu, Xiao, El Saddik, Abdulmotaleb. Guest editorial: selected papers from ICIMCS 2011. MULTIMEDIA SYSTEMS. 2013, 第 2 作者19(1): 1-2, https://www.webofscience.com/wos/woscc/full-record/WOS:000314297800001.
[477] Xu Changsheng. Social event detection with robust high-order co-clustering. The ACM International Conference on Multimedia Retrieval. 2013, 第 11 作者
[478] 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, 第 5 作者22(11): 4380-4393, https://www.webofscience.com/wos/woscc/full-record/WOS:000324597800018.
[479] Liang, Chao, Xu, Changsheng, Cheng, Jian, Min, Weiqing, Lu, Hanqing. Script-to-Movie: A Computational Framework for Story Movie Composition. IEEETRANSACTIONSONMULTIMEDIA[J]. 2013, 第 2 作者15(2): 401-414, https://www.webofscience.com/wos/woscc/full-record/WOS:000313875500015.
[480] 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). 2013, 第 4 作者4190-4194, 
[481] 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, 第 3 作者9(1): 149-160, https://www.webofscience.com/wos/woscc/full-record/WOS:000312839600015.
[482] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Locality Discriminative Coding for Image Classification. ICMICS. 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/11761.
[483] 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, 第 2 作者93(8): 2140-2150, http://dx.doi.org/10.1016/j.sigpro.2012.06.026.
[484] Jitao Sang, Changsheng Xu. Tag-aware image classification via Nested Deep Belief nets. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2013, 第 2 作者1-6, http://ir.ia.ac.cn/handle/173211/4260.
[485] 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, 第 5 作者46(1): 215-229, http://dx.doi.org/10.1016/j.patcog.2012.07.018.
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[487] 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, 第 4 作者43(5): 1418-1428, http://dx.doi.org/10.1109/TCYB.2013.2265337.
[488] Xu Changsheng. Landmark History Visualization. International Conference on Multimedia Modeling. 2013, 第 11 作者
[489] 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, 第 3 作者46(10): 2711-2723, http://dx.doi.org/10.1016/j.patcog.2013.02.018.
[490] 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, 第 4 作者10(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000329025400001.
[491] Sang, Jitao, Mei, Tao, Xu, YingQing, Zhao, Chen, Xu, Changsheng, Li, Shipeng. Interaction Design for Mobile Visual Search. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 第 5 作者15(7): 1665-1676, https://www.webofscience.com/wos/woscc/full-record/WOS:000325811800017.
[492] Xu Changsheng, Zhang Tianzhu. Low-rank sparse coding for image classification. IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2013, 第 1 作者281-288, http://ir.ia.ac.cn/handle/173211/4251.
[493] 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). 2013, 第 3 作者
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[495] 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, 第 4 作者15(1): 141-152, http://dx.doi.org/10.1109/TMM.2012.2199970.
[496] Tianzhu Zhang, BingKun Bao, Changsheng Xu. Latent support vector machine for sign language recognition with Kinect. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2013, 第 3 作者4190-4194, http://ir.ia.ac.cn/handle/173211/4259.
[497] 方全. Paint the City Colorfully: Location Visualization from Multiple Themes. 2013, http://ir.ia.ac.cn/handle/173211/15432.
[498] Deng, Zhengyu, Sang, Jitao, Xu, Changsheng, IEEE. PERSONALIZED VIDEO RECOMMENDATION BASED ON CROSS-PLATFORM USER MODELING. 2013IEEEINTERNATIONALCONFERENCEONMULTIMEDIAANDEXPOICME2013. 2013, 第 3 作者
[499] Sang, Jitao, Xu, Changsheng. Social Influence Analysis and Application on Multimedia Sharing Websites. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2013, 第 2 作者  通讯作者  9(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000326187700023.
[500] Fang Quan, Sang Jitao, Xu Changsheng. GIANT: Geo-informative attributes for location recognition and exploration. ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA. 2013, 第 3 作者13-22, http://ir.ia.ac.cn/handle/173211/4247.
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[502] Xu Changsheng. Verb-Object Concepts Image Classification via Hierarchical Nonnegative Graph Embedding. International Conference on Multimedia Modeling. 2013, 第 1 作者  通讯作者  
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[504] Qian Shengsheng, Ying Long, Zhang Tianzhu, Xu Changsheng. Multi-cue Based Multi-target Tracking with Boosted MHT. 2013, 第 4 作者http://ir.ia.ac.cn/handle/173211/20471.
[505] Sang Jitao, Xu Changsheng. Latent feature learning in social media network. ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA. 2013, 第 2 作者253-262, http://ir.ia.ac.cn/handle/173211/4246.
[506] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Graph-Guided Fusion Penalty Based Sparse Coding for Image Classification. PCM. 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/11762.
[507] 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). 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/4249.
[508] 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, 第 4 作者25(7): 1510-1519, https://www.webofscience.com/wos/woscc/full-record/WOS:000319461800006.
[509] Changsheng Xu, Jing Liu. Label localization by appearance guided graph inferring. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2013, 第 1 作者3456-3460, http://ir.ia.ac.cn/handle/173211/4258.
[510] Xu Changsheng, Liu Jing. Label localization with weakly spatial constrained graph propagation. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/4671.
[511] Ngo, ChongWah, Xu, Changsheng, Kraaij, Wessel, El Saddik, Abdulmotaleb. Web-Scale Near-Duplicate Search: Techniques and Applications. IEEE MULTIMEDIA. 2013, 第 2 作者20(3): 10-12, https://www.webofscience.com/wos/woscc/full-record/WOS:000323193400003.
[512] Ngo, ChongWah, Xu, Changsheng, Wu, Xiao, El Saddik, Abdulmotaleb. Guest editorial: selected papers from ICIMCS 2011. MULTIMEDIA SYSTEMS. 2013, 第 2 作者19(1): 1-2, https://www.webofscience.com/wos/woscc/full-record/WOS:000314297800001.
[513] Xu Changsheng. Social event detection with robust high-order co-clustering. The ACM International Conference on Multimedia Retrieval. 2013, 第 1 作者  通讯作者  
[514] Liang, Chao, Xu, Changsheng, Cheng, Jian, Min, Weiqing, Lu, Hanqing. Script-to-Movie: A Computational Framework for Story Movie Composition. IEEETRANSACTIONSONMULTIMEDIA[J]. 2013, 第 2 作者15(2): 401-414, https://www.webofscience.com/wos/woscc/full-record/WOS:000313875500015.
[515] 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, 第 5 作者22(11): 4380-4393, https://www.webofscience.com/wos/woscc/full-record/WOS:000324597800018.
[516] 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). 2013, 第 4 作者4190-4194, 
[517] Xu Changsheng, Yang Xiaoshan, Zhang Tianzhu. Locality Discriminative Coding for Image Classification. ICMICS. 2013, 第 1 作者http://ir.ia.ac.cn/handle/173211/11761.
[518] 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, 第 3 作者9(1): 149-160, https://www.webofscience.com/wos/woscc/full-record/WOS:000312839600015.
[519] Jitao Sang, Changsheng Xu. Tag-aware image classification via Nested Deep Belief nets. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2013, 第 2 作者1-6, http://ir.ia.ac.cn/handle/173211/4260.
[520] 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, 第 2 作者93(8): 2140-2150, http://dx.doi.org/10.1016/j.sigpro.2012.06.026.
[521] 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, 第 5 作者46(1): 215-229, http://dx.doi.org/10.1016/j.patcog.2012.07.018.
[522] Li, Zechao, Liu, Jing, Xu, Changsheng, Lu, Hanqing. MLRank: Multi-correlation Learning to Rank for image annotation. PATTERN RECOGNITION[J]. 2013, 第 3 作者46(10): 2700-2710, http://dx.doi.org/10.1016/j.patcog.2013.03.016.
[523] 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, 第 4 作者43(5): 1418-1428, http://dx.doi.org/10.1109/TCYB.2013.2265337.
[524] Xu Changsheng. Landmark History Visualization. International Conference on Multimedia Modeling. 2013, 第 1 作者  通讯作者  
[525] 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, 第 3 作者46(10): 2711-2723, http://dx.doi.org/10.1016/j.patcog.2013.02.018.
[526] Xu Changsheng, Zhang Tianzhu. Low-rank sparse coding for image classification. IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). 2013, 第 1 作者281-288, http://ir.ia.ac.cn/handle/173211/4251.
[527] Sang, Jitao, Mei, Tao, Xu, YingQing, Zhao, Chen, Xu, Changsheng, Li, Shipeng. Interaction Design for Mobile Visual Search. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 第 5 作者15(7): 1665-1676, https://www.webofscience.com/wos/woscc/full-record/WOS:000325811800017.
[528] 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, 第 4 作者10(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000329025400001.
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[613] 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). 2011, 第 1 作者http://ir.ia.ac.cn/handle/173211/4193.
[614] 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). 2011, 1673-1680, http://ir.ia.ac.cn/handle/173211/4625.
[615] Xu Changsheng, Lu Hanqing. Size adaptive selection of most informative features. AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE. 2011, 第 1 作者392-397, http://ir.ia.ac.cn/handle/173211/4607.
[616] 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). 2011, 第 2 作者
[617] Liu Jing, Lu Hanqing, Xu Changsheng. News contextualization with geographic and visual information. ACM MULTIMEDIA CONFERENC (MM). 2011, 第 3 作者133-142, http://ir.ia.ac.cn/handle/173211/4204.
[618] Liu Jing, Xu Changsheng. Descriptive local feature groups for image classification. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 2 作者2501-2504, http://ir.ia.ac.cn/handle/173211/4578.
[619] Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Lu, Hanqing. Boosted multi-class semi-supervised learning for human action recognition. PATTERN RECOGNITION[J]. 2011, 第 3 作者44(10-11): 2334-2342, http://dx.doi.org/10.1016/j.patcog.2010.06.018.
[620] Xu Changsheng, Lu Hanqing. Snap & play: Auto-generate personalized find-the-difference mobile game. ACM MULTIMEDIA CONFERENC (MM). 2011, 第 1 作者993-996, http://ir.ia.ac.cn/handle/173211/4608.
[621] 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, 第 5 作者115(3): 364-374, http://dx.doi.org/10.1016/j.cviu.2010.11.006.
[622] 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 II. 2011, 第 4 作者6524: 88-98, 
[623] Xu Changsheng. Copy detection towards semantic mining for video retrieval. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 1 作者2533-2536, http://ir.ia.ac.cn/handle/173211/4186.
[624] Liu, Yang, Xu, Changsheng, Lu, Hanqing. Audio-visual large-scale video copy detection. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS[J]. 2011, 第 2 作者88(18): 3803-3816, http://dx.doi.org/10.1080/00207160.2011.583351.
[625] Xu Changsheng. Visual Attention Based Small Object Segmentation in Natural Images. IEEE International Conference on Image Processing. 2010, 第 1 作者
[626] Xu Changsheng, Lu Hanqing. Feature selection under learning to rank model for multimedia retrieve. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者69-72, http://ir.ia.ac.cn/handle/173211/4584.
[627] Liu, Yang, Cheng, Jian, Xu, Changsheng, Lu, Hanqing. Building topographic subspace model with transfer learning for sparse representation. NEUROCOMPUTING[J]. 2010, 第 3 作者73(10-12): 1662-1668, http://dx.doi.org/10.1016/j.neucom.2009.11.041.
[628] Xu Changsheng. Event based news video people classification and ranking using multimodality features. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2010, 第 1 作者149-154, http://ir.ia.ac.cn/handle/173211/4189.
[629] 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 II. 2010, 第 2 作者6298: 462-+, 
[630] 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). 2010, 第 2 作者89-96, http://ir.ia.ac.cn/handle/173211/4573.
[631] 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). 2010, 第 2 作者1091-1096, 
[632] 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, 第 2 作者http://ir.ia.ac.cn/handle/173211/20481.
[633] Xu Changsheng, Ma Songde. Hausdorff matching based SVD-covariance descriptor for object tracking. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者41-44, http://ir.ia.ac.cn/handle/173211/4197.
[634] Xu Changsheng. The third eye: Mining the visual cognition across multi-language communities. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者431-440, http://ir.ia.ac.cn/handle/173211/4218.
[635] 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 PROCESSING. 2010, 第 6 作者1505-1508, 
[636] Xu Changsheng, Wang Jinqiao. Landmark image classification using 3D point clouds. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者719-722, http://ir.ia.ac.cn/handle/173211/4594.
[637] Jing Liu, Hanqing Lu, Changsheng Xu. Cross-media retrieval: state-of-the-art and open issues. INTERNATIONAL JOURNAL OF MULTIMEDIA INTELLIGENCE & SECURITY[J]. 2010, 第 3 作者1(1): 33-52, http://ir.ia.ac.cn/handle/173211/13438.
[638] Xu Changsheng. Adaptive Local Hyperplanes for MTV affective analysis. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者167-170, http://ir.ia.ac.cn/handle/173211/4174.
[639] Xu Changsheng, Sang Jitao. Character-based movie summarization. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者855-858, http://ir.ia.ac.cn/handle/173211/4183.
[640] Xu Changsheng. A close-up detection method for movies. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2010, 第 1 作者1505-1508, http://ir.ia.ac.cn/handle/173211/4172.
[641] 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 APPLICATIONS. 2010, 第 1 作者  通讯作者  6(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000281799300001.
[642] Wang Jinqiao, Xu Changsheng, Lu Hanqing. Fast feature selection and training for AdaBoost-based concept detection with large scale datasets. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 2 作者1179-1182, http://ir.ia.ac.cn/handle/173211/4583.
[643] 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 I. 2010, 第 3 作者6297: 183-192, 
[644] Xu CS. VIDEO BASED 3D RECONSTRUCTION USING SPATIO-TEMPORAL ATTENTION ANALYSIS. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2010, 1091-1096, http://ir.ia.ac.cn/handle/173211/4226.
[645] 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). 2010, 第 1 作者43-51, http://ir.ia.ac.cn/handle/173211/4223.
[646] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. Human action recognition via multi-view learning. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 3 作者23-28, http://ir.ia.ac.cn/handle/173211/4588.
[647] Xu Changsheng, Lu Hanqing. Compact codebook generation towards scale-invariance. PACIFIC-RIM SYMPOSIUM ON IMAGE AND VIDEO TECHNOLOGY (PSIVT). 2010, 第 1 作者376-380, http://ir.ia.ac.cn/handle/173211/4574.
[648] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. A generic framework for event detection in various video domains. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 3 作者103-112, http://ir.ia.ac.cn/handle/173211/4569.
[649] Chao Liang, Changsheng Xu, Hanqing Lu. Personalized Sports Video Customization Using Content and Context Analysis. INTERNATIONAL JOURNAL OF DIGITAL MULTIMEDIA BROADCASTING[J]. 2010, 第 2 作者2010: https://doaj.org/article/3a867cff87dc4427b3e7f1cb6811c1c0.
[650] 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). 2010, 第 4 作者149-154, 
[651] Xu Changsheng, Lu Hanqing. Extracting key sub-trajectory features for supervised tactic detection in sports video. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2010, 第 1 作者125-128, http://ir.ia.ac.cn/handle/173211/4582.
[652] Xu Changsheng. Visual Attention Based Small Object Segmentation in Natural Images. IEEE International Conference on Image Processing. 2010, 第 1 作者
[653] Xu Changsheng, Lu Hanqing. Feature selection under learning to rank model for multimedia retrieve. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者69-72, http://ir.ia.ac.cn/handle/173211/4584.
[654] Xu Changsheng. Event based news video people classification and ranking using multimodality features. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2010, 第 1 作者149-154, http://ir.ia.ac.cn/handle/173211/4189.
[655] Liu, Yang, Cheng, Jian, Xu, Changsheng, Lu, Hanqing. Building topographic subspace model with transfer learning for sparse representation. NEUROCOMPUTING[J]. 2010, 第 3 作者73(10-12): 1662-1668, http://dx.doi.org/10.1016/j.neucom.2009.11.041.
[656] 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 II. 2010, 第 2 作者6298: 462-+, 
[657] 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). 2010, 第 2 作者1091-1096, 
[658] 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, 第 2 作者http://ir.ia.ac.cn/handle/173211/20481.
[659] 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). 2010, 第 2 作者89-96, http://ir.ia.ac.cn/handle/173211/4573.
[660] Xu Changsheng, Ma Songde. Hausdorff matching based SVD-covariance descriptor for object tracking. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者41-44, http://ir.ia.ac.cn/handle/173211/4197.
[661] Jing Liu, Hanqing Lu, Changsheng Xu. Cross-media retrieval: state-of-the-art and open issues. INTERNATIONAL JOURNAL OF MULTIMEDIA INTELLIGENCE & SECURITY[J]. 2010, 第 3 作者1(1): 33-52, http://ir.ia.ac.cn/handle/173211/13438.
[662] 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 PROCESSING. 2010, 第 6 作者1505-1508, 
[663] Xu Changsheng, Wang Jinqiao. Landmark image classification using 3D point clouds. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者719-722, http://ir.ia.ac.cn/handle/173211/4594.
[664] Xu Changsheng. The third eye: Mining the visual cognition across multi-language communities. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者431-440, http://ir.ia.ac.cn/handle/173211/4218.
[665] Xu Changsheng, Sang Jitao. Character-based movie summarization. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者855-858, http://ir.ia.ac.cn/handle/173211/4183.
[666] Xu Changsheng. A close-up detection method for movies. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2010, 第 1 作者1505-1508, http://ir.ia.ac.cn/handle/173211/4172.
[667] Xu Changsheng. Adaptive Local Hyperplanes for MTV affective analysis. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者167-170, http://ir.ia.ac.cn/handle/173211/4174.
[668] 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 APPLICATIONS. 2010, 第 11 作者6(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000281799300001.
[669] Wang Jinqiao, Xu Changsheng, Lu Hanqing. Fast feature selection and training for AdaBoost-based concept detection with large scale datasets. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 2 作者1179-1182, http://ir.ia.ac.cn/handle/173211/4583.
[670] 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 I. 2010, 第 3 作者6297: 183-192, 
[671] Xu CS. VIDEO BASED 3D RECONSTRUCTION USING SPATIO-TEMPORAL ATTENTION ANALYSIS. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2010, 1091-1096, http://ir.ia.ac.cn/handle/173211/4226.
[672] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. A generic framework for event detection in various video domains. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 3 作者103-112, http://ir.ia.ac.cn/handle/173211/4569.
[673] 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). 2010, 第 1 作者43-51, http://ir.ia.ac.cn/handle/173211/4223.
[674] Chao Liang, Changsheng Xu, Hanqing Lu. Personalized Sports Video Customization Using Content and Context Analysis. INTERNATIONAL JOURNAL OF DIGITAL MULTIMEDIA BROADCASTING[J]. 2010, 第 2 作者2010: https://doaj.org/article/3a867cff87dc4427b3e7f1cb6811c1c0.
[675] Xu Changsheng, Lu Hanqing. Compact codebook generation towards scale-invariance. PACIFIC-RIM SYMPOSIUM ON IMAGE AND VIDEO TECHNOLOGY (PSIVT). 2010, 第 1 作者376-380, http://ir.ia.ac.cn/handle/173211/4574.
[676] Zhang Tianzhu, Lu Hanqing, Xu Changsheng. Human action recognition via multi-view learning. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 3 作者23-28, http://ir.ia.ac.cn/handle/173211/4588.
[677] 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). 2010, 第 4 作者149-154, 
[678] Xu Changsheng, Lu Hanqing. Extracting key sub-trajectory features for supervised tactic detection in sports video. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2010, 第 1 作者125-128, http://ir.ia.ac.cn/handle/173211/4582.
[679] 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 1-6. 2009, 第 5 作者3105-+, http://dx.doi.org/10.1109/ICIP.2009.5414457.
[680] Xu Changsheng. Advertise gently - In-image advertising with low intrusiveness. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2009, 第 1 作者3105-3108, http://ir.ia.ac.cn/handle/173211/4175.
[681] Lu Hanqing, Cheng Jian, Xu Changsheng, Zhang Yifan. Sports video analysis: Semantics extraction, editorial content creation and adaptation. JOURNAL OF MULTIMEDIA[J]. 2009, 第 3 作者4(2): 69-79, http://ir.ia.ac.cn/handle/173211/3321.
[682] Liang Shi, Jinqiao Wang, Lei Xu, Hanqing Lu, Changsheng Xu. Context saliency based image summarization. IEEEINTERNATIONALCONFERENCEONMULTIMEDIAANDEXPOICME. 2009, 第 5 作者270-273, http://ir.ia.ac.cn/handle/173211/4576.
[683] 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, 第 2 作者11(1): 49-67, http://www.irgrid.ac.cn/handle/1471x/973583.
[684] 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, 第 2 作者11(2): 272-285, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000262714800008.
[685] 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, 第 2 作者44(2): 305-330, http://www.irgrid.ac.cn/handle/1471x/974243.
[686] Lu Hanqing, Xu Changsheng. Welcome message from conference chairs. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2009, 第 2 作者http://ir.ia.ac.cn/handle/173211/4614.
[687] 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, 第 2 作者11(7): 1276-1288, http://www.irgrid.ac.cn/handle/1471x/973579.
[688] 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 1-6. 2009, 第 5 作者3105-+, http://dx.doi.org/10.1109/ICIP.2009.5414457.
[689] Xu Changsheng. Advertise gently - In-image advertising with low intrusiveness. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2009, 第 1 作者3105-3108, http://ir.ia.ac.cn/handle/173211/4175.
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[694] 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, 第 2 作者44(2): 305-330, http://www.irgrid.ac.cn/handle/1471x/974243.
[695] Lu Hanqing, Xu Changsheng. Welcome message from conference chairs. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2009, 第 2 作者http://ir.ia.ac.cn/handle/173211/4614.
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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