期刊论文

• Yi-Fan Zhou, Run-Hao Jiang, Xiao Wu*, Jun-Yan He, Shuang Weng, and Qiang Peng. BranchGAN: Unsupervised Mutual Image-to-Image Transfer with A Single Encoder and Dual Decoders. IEEE Transactions on Multimedia (IF: 5.24), 2019，录用.

• Jun-Yan He, Xiao Wu*, Yu-Gang Jiang, Qiang Peng, Ramesh Jain. Hookworm Detection in Wireless Capsule Endoscopy Images with Deep Learning. IEEE Transactions on Image Processing (IF: 5.072), vol. 27, no. 5, pp. 2379-2392, 2018. (中国计算机学会CCF认定A类期刊)

• Zhi-Qi Cheng, Xiao Wu*, Yang Liu, and Xian-Shen Hua. Video eCommerce++: Towards Large Scale Online Video Advertising. IEEE Transactions on Multimedia (IF: 5.24), vol. 19, no. 6, pp. 1170-11683, 2017.

• Bo Zhao, Xiao Wu*, Jiashi Feng, Qiang Peng and Shuicheng Yan. Diversified Visual Attention Networks for Fine-Grained Object Classification. IEEE Transactions on Multimedia (IF: 5.24), vol. 19, no. 6, pp. 1245-1256, 2017.

• Xiao Wu, Honghan Chen, Junzhou Chen, Tao Gan, Chong-Wah Ngo and Qiang Peng. Automatic Hookworm Detection in Wireless Capsule Endoscopy Images. IEEE Transactions on Medical Imaging (IF: 6.131), vol. 35, no. 7, pp. 1741-1752, 2016.

• Bo Zhao, Xiao Wu*, Qiang Peng and Shuicheng Yan. Clothing Cosegmentation for Shopping Images with Cluttered Background. IEEE Transactions on Multimedia (IF: 5.24), vol. 18, no. 6, pp. 1111-1123, 2016.

• Mengfan Tang, Xiao Wu, Pranav Agrawal, Siripen Pongpaichet, and Ramesh Jain. Integration of Diverse Data Sources for Spatial PM2.5 Data Interpolation. IEEE Transactions on Multimedia (IF: 5.24), vol. 19, no. 2, pp. 408-417, 2017.

• Chengde Zhang, Xiao Wu*, Mei-Ling Shyu and Qiang Peng. "Integration of Visual Temporal Information and Textual Distribution Information for News Web Video Event Mining". IEEE Transactions on Human-Machine Systems (IF: 1.8), vol. 26, no. 1, pp. 124-135, 2016.

• Penglin Dai, Kai Liu, Xiao Wu, Yong Liao, Victor Lee, and Sang Son. Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks. IEEE Transactions on Vehicular Technology (IF: 4.066), vol. 67, no. 7, pp. 6585-6598, 2018.

• Penglin Dai, Kai Liu, Liang Feng, Haijun Zhang, Victor Lee, Sang Son and Xiao Wu. Temporal Information Services in Large-Scale Vehicular Networks through Evolutionary Multi-objective Optimization. IEEE Transactions on Intelligent Transportation Systems (IF: 3.724), vol. 20, no. 1, pp. 218-231，2018.

• Penglin Dai, Kai Liu, Xiao Wu, Zhaofei Yu, Huanlai Xing and Victor Lee. Cooperative Temporal Data Dissemination in SDN-based Heterogeneous Vehicular Networks. IEEE Internet of Things Journal (IF: 5.863), 录用，2019.

• Xiao Wu, Ping Yuan, Qiang Peng, Chong-Wah Ngo and Jun-Yan He. Detection of Bird Nests in Overhead Catenary System Images for High-Speed Rail. Pattern Recognition (IF: 4.582), vol. 51, pp. 242-254, 2016.

• Xiao Wu, Chong-Wah Ngo, and Qing Li, "Threading and Autodocumenting News Videos". IEEE Signal Processing Magazine (IF: 9.765), volume 23, issue 2, pp. 59-68, March 2006. (Citation: 135+)

• Xiao Wu, Chong-Wah Ngo, Alexander G. Hauptmann and Hung-Khoon Tan, "Real-Time Near-Duplicate Elimination for Web Video Search with Content and Context". IEEE Transactions on Multimedia (IF: 5.24), volume 11, issue 2, pp. 196-207, February 2009. (Citation: 130+)

• Xiao Wu, Chong-Wah Ngo and Alexander G. Hauptmann, "Multimodal News Story Clustering with Pairwise Visual Near-Duplicate Constraint". IEEE Transactions on Multimedia (IF: 5.24), volume 10, issue 2, pp. 188-199, February 2008.

• Wan-Lei Zhao, Xiao Wu, and Chong-Wah Ngo, "On the Annotation of Web Videos by Efficient Near-duplicate Search". IEEE Transactions on Multimedia (IF: 5.24), vol. 12, no. 5, pp. 448-461, August 2010. (Citation: 110+)

• Wan-Lei Zhao, Chong-Wah Ngo, Hung-Khoon Tan and Xiao Wu, "Near-Duplicate Keyframe Identification With Interest Point Matching and Pattern Learning". IEEE Transactions on Multimedia (IF: 5.24), volume 9, issue 5, pp. 1037-1048, August 2007. (Citation: 160+)

• Lei Zhang, Qiang Peng, Qionghua Wang, and Xiao Wu. "Stereoscopic Perceptual Video Coding Based on Just-Noticeable-Distortion Profile". IEEE Transactions on Broadcasting (IF: 3.765), vol. 57, no. 2, pp. 572-581, June 2011.

• Chengde Zhang, Dianting Liu, Xiao Wu*, Guiru Zhao, Mei-Ling Shyu, Qiang Peng. Near-Duplicate Segments Based Web Video Event Mining. Signal Processing (IF: 2.063), vol. 120, pp. 26-35, 2016.

• Guang-Lu Sun, Jun-Yan He, Xiao Wu*, Bo Zhao, and Qiang Peng. Learning Fashion Compatibility across Categories with Deep Multimodal Neural Networks. Neurocomputing (IF: 3.241), Accepted, 2018.

• Guang-Lu Sun, Xiao Wu*, and Qiang Peng. Part-based clothing image annotation by visual neighbor retrieval. Neurocomputing (IF: 3.241), vol. 213, pp. 115-124, 2016.

• Honghan Chen, Xiao Wu*, Gan Tao, Qiang Peng. Automatic content understanding with cascaded spatial-temporal deep framework for capsule endoscopy videos, Neurocomputing (IF: 3.241), vol. 229, pp. 77-87, 2017.

• Mehtab Afzal, Xiao Wu*, Honghan Chen, Yu-Gang Jiang, Qiang Peng. Web Video Categorization using Category-Predictive Classifiers and Category-Specific Concept Classifiers, Neurocomputing (IF: 3.241), vol. 214, pp. 175-190, 2016.

• Guang-Lu Sun, Zhi-Qi Cheng, Xiao Wu. and Qiang Peng. "Personalized Clothing Recommendation Combining User Social Circle and Fashion Style Consistency". Multimedia Tools and Applications, 2018.

• Lei Zhang, Qiang Peng, and Xiao Wu. "Perception-based adaptive quantization for transform-domain Wyner-Ziv video coding". Multimedia Tools and Applications, vol. 76, no. 15, pp. 16699-16725, 2017.

• Qiang Peng, Lei Zhang, Xiao Wu, Qiong-Hua Wang. "Modeling of SSIM-based end-to-end distortion for error-resilient video coding". EURASIP J. Image and Video Processing, vol. 45, 2014.

• Lei Zhang, Qiang Peng, Xiao Wu, Qiong-Hua Wang. "SSIM-based Error Resilient Video Coding Over Packet-Switched Networks". Signal Processing Systems, vol. 74, no. 1, pp. 103-113, 2014.

• Chong-Wah Ngo, Changsheng Xu, Xiao Wu, Abdulmotaleb El-Saddik. "Guest editorial: selected papers from ICIMCS 2011". Multimedia Syst.19(1): 1-2 (2013).

• Xiao Wu, Chong-Wah Ngo, Yi-Ming Zhu, and Qiang Peng. "Boosting Web Video Categorization With Contextual Information from Social Web ".World Wide Web Journal, vol. 15, no. 2, pp. 197-212, 2012.

• Xiao Wu, Yi-Jie Lu, Chong-Wah Ngo, and Qiang Peng, "Mining Event Structures from Web Videos". IEEE Multimedia, vol. 18, no. 1, pp. 38-51, 2011.

• Xiao Wu, Chong-Wah Ngo, and Wan-Lei Zhao, "Data-Driven Approaches Towards Community-Contributed Video Applications". IEEE Multimedia, vol. 17, no. 4, pp. 58-69, Oct.-Dec. 2010.

• Xiao Wu, Alexander G. Hauptmann and Chong-Wah Ngo, "Novelty and Redundancy Detection with Multimodalities in Cross-Lingual Broadcast Domain". Computer Vision and Image Understanding, volume 110, issue 3, pp. 418-431, 2008.

• Xiao Wu and Victor C. S. Lee, "Wireless Real-Time On-Demand Data Broadcast Scheduling with Dual Deadlines". Journal of Parallel and Distributed Computing, volume 65, issue 6, pp. 714-728, June 2005.

• Chengde Zhang, Xiao Wu, Mei-Ling Shyu, Qiang Peng. "A Novel Web Video Event Mining Framework with the Integration of Correlation and Co-Occurrence Information". J. Comput. Sci. Technol. 28(5): 788-796 (2013)

• Victor C. S. Lee, Xiao Wu and Joseph Kee-Yin Ng, "Scheduling Real-Time Requests in On-Demand Data Broadcast Environments". Real-Time Systems Journal, volume 34, issue 2, pp. 83-99, May 2006.

部分国际会议论文

• Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu* and Alexander Hauptmann, Learning Spatial Awareness to Improve Crowd Counting. International Conference on Computer Vision (ICCV'19), Korean, 2019. (oral) (国际顶级会议，中国计算机学会CCF认定A类会议), 录取率4.3%

• Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu*, Jun-Yan He and Alexander Hauptmann, Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. ACM International Conference on Multimedia (ACM MM'19), France, 2019. (国际顶级会议，中国计算机学会CCF认定A类会议)

• Liang Peng, Yang Yang, Zheng Wang, Xiao Wu, Zi Huang, CRA-Net: Composed Relation Attention Network for Visual Question Answering. ACM International Conference on Multimedia (ACM MM'19), France, 2019. (国际顶级会议，中国计算机学会CCF认定A类会议)

• Bo Zhao, Xiao Wu*, Zhi-Qi Cheng, Hao Liu, Zequn Jie, Jiashi Feng Multi-View Image Generation from a Single-View. ACM International Conference on Multimedia (ACM MM'18), Korea, 2018. (oral). (国际顶级会议，中国计算机学会CCF认定A类会议)，录取率8.5%

• Zhi-Qi Cheng, Xiao Wu*, Xiao Wu, Siyu Huang, Jun-Xiu Li, Alexander G. Hauptmann, Qiang Peng, Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search. ACM International Conference on Multimedia (ACM MM'18), Korea, 2018. (poster). (国际顶级会议，中国计算机学会CCF认定A类会议)，录取率19%

• Jun-Yan He, Xiao Wu*, Yu-Gang Jiang, Bo Zhao, and Qiang Peng, Sketch Recognition with Deep Visual-Sequential Fusion Model. ACM International Conference on Multimedia (ACM MM'17), USA, 2017. (oral). (国际顶级会议，中国计算机学会CCF认定A类会议)，录取率7.5%

• Zhi-Qi Cheng, Xiao Wu*, Yang Liu, Xian-Sheng Hua, Video2Shop: Exactly Matching Clothes in Videos to Online Shopping Images. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'17), USA, 2017. (国际顶级会议，中国计算机学会CCF认定A类会议)

• Bo Zhao, Jiashi Feng, Xiao Wu*, Shuicheng Yan, Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'17), USA, 2017. (国际顶级会议，中国计算机学会CCF认定A类会议)

• Zhi-Qi Cheng, Yang Liu, Xiao Wu*, Xian-Sheng Hua, Video eCommerce: Towards Online Video Advertising. ACM International Conference on Multimedia (ACM MM'16), Amsterdam, The Netherland, pp. 1365-1374, Oct. 2016 (oral). (国际顶级会议，中国计算机学会CCF认定A类会议)

• Xiao Wu, Alexander G. Hauptmann and Chong-Wah Ngo, Practical Elimination of Near-Duplicates from Web Video Search. ACM International Conference on Multimedia (ACM MM'07), Augsburg, Germany, Sep. 2007 (oral). (Citation: 310+) (国际顶级会议，中国计算机学会CCF认定A类会议)

• Xiao Wu, Alexander G. Hauptmann and Chong-Wah Ngo, Novelty Detection for Cross-Lingual News Stories with Visual Duplicates and Speech Transcripts. ACM International Conference on Multimedia (ACM MM'07), Augsburg, Germany, Sep. 2007 (oral). (国际顶级会议，中国计算机学会CCF认定A类会议)

• Zhi-Qi Cheng, Hao Zhang, Xiao Wu and Chong-Wah Ngo. On the Selection of Anchors and Targets for Video Hyperlinking. ACM International Conference on Multimedia Retrieval (ICMR 2017), pp. 287-293, 2017.

• Xiao Wu, Bo Zhao, Ling-Ling Liang, Qiang Peng. Clothing Extraction by Coarse Region Localization and Fine Foreground/Background Estimation. International Conference on MultiMedia Modeling (MMM 2013), pp. 316-326, 2013.

• Xiao Wu, Xian-Ping Deng, Ling-Ling Liang, Qiang Peng. Interactive product image search with complex scenes. International Conference on Internet Multimedia Computing and Service (ICIMCS 2012), pp. 136-139, 2012.

• Xiao Wu, Wan-Lei Zhao, and Chong-Wah Ngo. Towards Google Challenge: Combining Contextual and Social Information for Web Video Categorization. ACM International Conference on Multimedia (ACM MM 09), Multimedia Grand Challenge, Beijing, Oct. 2009.

• Hung-Khoon Tan, Xiao Wu, Chong-Wah Ngo and Wan-Lei Zhao, "Accelerating Near-Duplicate Video matching by Combining the Visual Similarity and Alignment Distortion". ACM International Conference on Multimedia (ACM MM'08), Vancouver, Canada, Oct. 2008 (short paper).

• Hung-Khoon Tan, Chong-Wah Ngo and Xiao Wu, "Modeling Video Hyperlinks with Hypergraph for Web Video Reranking". ACM International Conference on Multimedia (ACM MM'08), Vancouver, Canada, Oct. 2008 (short paper).

• Xiao Wu, Wan-Lei Zhao, and Chong-Wah Ngo, "Near-Duplicate Keyframe Retrieval with Visual Keywords and Semantic Context". Proceedings of ACM International Conference on Image and Video Retrieval (ACM CIVR'07), Netherlands, Jul. 2007.

• Xiao Wu, Chong-Wah Ngo, and Qing Li, "Co-Clustering of Time-Evolving News Story with Transcript and Keyframe". Proceedings of IEEE International Conference on Multimedia & Expo (ICME'05), Netherlands, Jul. 2005.

主持的纵向项目

[1] 国家重点研发计划课题

[2] 国家自然科学基金面上项目：基于深度学习的多策略精细化时尚搜索算法研究

[3] 国家自然科学基金面上项目：针对复杂场景服饰图像搜索及推荐关键技术研究
[4] 国家自然科学基金面上项目：大规模网络视频话题跟踪及线索关键技术研究

[5] 四川省科技厅重大前沿项目：基于深度学习的人与物交互动作及行为检测关键技术研究

[6] 教育部博士点基金（新教师基金）：网络视频话题结构挖掘

[7] 四川省杰出青年基金；针对复杂背景购物图像目标提取关键技术研究

[8] 四川省杰出青年基金（培育计划）：基于内容的购物图像搜索关键技术研究

[9] 河南省交通运输厅项目：基于人工智能的高速公路路网运行状态智能监控关键技术研究

[10] 河南省交通运输厅项目：河南省高速公路综合视频监控联网关键技术研究及推广应用

[11] 山西省交通运输厅项目：高速公路视频监控智能交通分析及应用研究

[12] 模式识别国家重点实验室开放课题：基于情境与内容的网络视频分类

主持的横向项目

[1] 山西高速公路H.264视频监控联网技术要求制定、测试及应用推广
[2] 贵州高速公路开发总公司数字化视频监控联网入围测试
[3] 广东省交通集团有限公司高速公路视频监控及存储联网互联互通测试
[4] 广东省交通集团高速公路视频监控及存储联网互联互通二期测试
[5] 广东省交通集团高速公路视频监控及存储联网互联互通三期测试
[6] 网络舆情大数据预警及检测关键技术研究与开发
[7] 山西省高速公路高清视频监控联网设备兼容性及互联互通测试
[8] 山西省高速公路高清视频监控联网设备兼容性及互联互通测试
[9] 贵州省交通厅行业高清视频设备联网互联互通测试

[10] 高速公路数字化视频监控联网技术要求制定与测试软件开发

人工智能、深度学习

计算机视觉、多媒体

多媒体大数据