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 Meng Wang, Ph.D.
  汪萌
  Professor
  Hefei University of Technology
  Email: eric.mengwang #AT# gmail.com 
 
Dr. Meng Wang is a professor in the Hefei University of Technology, China. He received the B.E. degree and Ph.D. degree in the Special Class for the Gifted Young and signal and information processing from the University of Science and Technology of China (USTC), Hefei, China, respectively. He previously worked as an associate researcher at Microsoft Research Asia, and then a core member in a startup in Bay area. After that, he worked as a senior research fellow in National University of Singapore.  His current research interests include multimedia content analysis, search, mining, recommendation, and large-scale computing.  He has authored 6 book chapters and over 100 journal and conference papers in these areas, including TMM, TNNLS, TCSVT, TIP, TOMCCAP, ACM MM, WWW, SIGIR, ICDM, etc. He received the paper awards from ACM MM 2009 (Best Paper Award), ACM MM 2010 (Best Paper Award), MMM 2010 (Best Paper Award), ICIMCS 2012 (Best Paper Award), ACM MM 2012 (Best Demo Award), ICDM 2014 (Best Student Paper Award), PCM 2015 (Best Paper Award), SIGIR 2015 (Best Paper Honorable Mention), IEEE TMM 2015 (Best Paper Honorable Mention), and IEEE TMM 2016 (Best Paper Honorable Mention). He is the recipient of ACM SIGMM Rising Star Award 2014. He is a member of IEEE and ACM.
 

Selected Publications [Full List]

Meng Wang, Weijie Fu, Shijie Hao, Dacheng Tao, Xindong Wu. “Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization,” IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 7, pp. 1864-1877, 2016.

Jun Zhang, Meng Wang, Shengping Zhang, Xuelong Li, Xindong Wu. “Spatio-Chromatic Context Modeling for Color Saliency Analysis,” IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 6, pp. 1177-1189, 2016.

Luming Zhang, Yang Yang, Meng Wang, Richang Hong, Liqiang Nie, Xuelong Li. “Detecting Densely Distributed Graph Patterns for Fine-grained Image Categorization,” IEEE Transactions on Image Processing, vol. 25, no. 2, pp. 553-565, 2016.

Changzhi Luo, Bingbing Ni, Shuicheng Yan, Meng Wang. "Image Classification by Selective Regularized Subspace Learning,” IEEE Transactions on Multimedia, vol. 18, no. 1, pp. 40-50, 2016.

Meng Wang, Xueliang Liu, Xindong Wu. “Visual Classification by l1-Hypergraph Modeling,” IEEE Transactions on Knowledge and Data Engineering, vol. 27, no. 9, pp. 2564-2574, 2015.

Jing Wang, Meng Wang, Peipei Li, Luoqi Liu, Zhongqiu Zhao, Xuegang Hu, Xindong Wu. “Online Feature Selection with Group Structure Analysis,” IEEE Transactions on Knowledge and Data Engineering, 2015.

Liqiang Nie, Meng Wang, Luming Zhang, Shuicheng Yan, Tat-Seng Chua. “Disease Inference from Health-Related Questions via Sparse Deep Learning,” IEEE Transactions on Knowledge and Data Engineering, vol. 27, no. 8, pp. 2107-2119, 2015.

Jin Yuan, Yi-Liang Zhao, Huanbo Luan, Meng Wang, Tat-Seng Chua. “
Memory recall based video search: Finding videos you have seen before based on your memory”, ACM Transactions on Multimedia Computing, Communications, and Applications , vol. 10, no. 2, Article 21, 2014.

Zhenzhen Hu, Si Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan. “PicWords: Render a Picture by Packing Keywords,” IEEE Transactions on Multimedia, vol. 16, no. 4, pp. 1156-1164, 2014.

Lingxi Xie, Qi Tian, Meng Wang, Bo Zhang. "Spatial Pooling of Heterogeneous Features for Image Classification," IEEE Transactions on Image Processing, vol. 23, no. 5, pp. 1994-2008, 2014.

Jun Yu, Richang Hong, Meng Wang, Jane You. "Image Clustering Based on Sparse Patch Alignment Framework," Pattern Recognition, vol. 47, no. 11, pp. 3512-3519, 2014.

Richang Hong, Meng Wang, Yue Gao, Dacheng Tao, Xuelong Li, Xindong Wu. “Image Annotation by Multiple-Instance Learning with Discriminative Feature Mapping and Selection,” IEEE Transactions on Cybernetics, vol. 44, no. 5, pp. 669-680, 2014.

Yue Gao, Meng Wang, Rongrong Ji, Xindong Wu, and Qionghai Dai, “3D Object Retrieval With Hausdorff Distance Learning”, IEEE Transactions on Consumer Electronics, vol. 61, no. 4, pp. 2088-2098, 2014.

Meng Wang, Guangda Li, Zheng Lu, Yue Gao, Tat-Seng Chua. “When Amazon Meets Google: Product Visualization by Exploring Multiple Information Sources,” ACM Transactions on Internet Technology, vol. 12, no. 4, Article 12, 2013.

Jinhui Tang, Qiang Chen, Meng Wang, Shuicheng Yan, Tat-Seng Chua, Ramesh Jain. “Towards Optimizing Human Labeling for Interactive Image Tagging, ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 9, no. 4, Article 29, 2013.

Zechao Li, Jing Liu, Meng Wang, Changsheng Xu, Hanqing Lu. “Enhancing News Organization for Convenient Retrieval and Browsing,” ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 10, no. 1, Article 1, 2013.

Meng Wang, Yue Gao, Ke Lu, Yong Rui. "View-Based Discriminative Probabilistic modeling for 3D Object Retrieval and Recognition," IEEE Transactions on Image Processing, vol. 22, no. 4, pp. 1395-1407, 2013.

Liqiang Nie, Meng Wang, Yue Gao, Zheng-Jun Zha, Tat-Seng Chua. “Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information”, IEEE Transactions on Multimedia, vol. 15, no. 2, pp. 426-441, 2013.

Zheng-Jun Zha, Hanwang Zhang, Meng Wang, Huanbo Luan, Tat-Seng Chua. "Detecting Group Activities with Multi-Camera Context," IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 5, pp. 856-869, 2013.

Bingbing Ni, Mengdi Xu, Jiashi Meng Wang, Shuicheng Yan, Qi Tian. "Learning to Photograph: a Compositional Perspective," IEEE Transactions on Multimedia, vol. 15, no. 5, pp. 1138-1151, 2013.

Bingbing Ni, Bing Chen, Meng Wang, Shuicheng Yan, Qi Tian. "High-Order Local Spatial Context Modeling by Spatialized Random Forest," IEEE Transactions on Image Processing, vol. 22, no. 2, pp. 739-751, 2013.

Qiang Chen, Meng Wang, Zhongyang Huang, Yang Hua, Zheng Song, Shuicheng Yan. "VideoPuzzle: Descriptive One-Shot Video Composition," IEEE Transactions on Multimedia, vol. 15, no. 3, pp. 521-534, 2013.

Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu. "Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search," IEEE Transactions on Image Processing, vol. 22, no. 1, pp. 263-376, 2013.

Meng Wang, Bingbing Ni, Xian-Sheng Hua, Tat-Seng Chua. "Assistive Tagging: A Survey of Multimedia Tagging with Human-Computer Joint Exploration," ACM Computing Surveys, vol. 4, no. 4, Article 25, 2012.

Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Shuicheng Yan, Hong-Jiang Zhang. "Assemble New Object Detector with Few Examples," IEEE Transactions on Image Processing, vol. 20, no. 12, pp. 3341-3349, 2011.

Yue Gao, Meng Wang, Zheng-Jun Zha, Qi Tian, Qionghai Dai, Naiyao Zhang. "Less is More: Efficient 3D Object Retrieval with Query View Selection," IEEE Transactions on Multimedia, vol. 13, no. 5, pp. 1007-1018, 2011.

Bo Xie, Meng Wang, Dacheng Tao. "Towards the Optimization of Normalized Graph Laplacian," IEEE Transactions on Neural Networks, vol. 22, no. 4, 2011.

Dong Liu, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. "Semi-Automatic Tagging of Photo Albumsvia Exemplar Selection and Tag Inference," IEEE Transactions on Multimedia, vol. 13, no. 1, 2011.

Liqiang Nie, Meng Wang, Zheng-Jun Zha, Guangda Li, Tat-Seng Chua. "Multimedia Answering: Enriching Text QA with Media Information," ACM International SIGIR Conference (SIGIR), 2011.

Meng Wang and Xian-Sheng Hua. "Active Learning in Multimedia Annotation and Retrieval: A Survey," ACM Transactions on Intelligent Systems and Technology, vol. 2, no. 2, 2011.

Meng Wang, Kuiyuan Yang, Xian-Sheng Hua, Hong-Jiang Zhang. "Towards a Relevant and Diverse Search of Social Images," IEEE Transactions on Multimedia, vol. 12, no. 8, 2010.

Meng Wang, Yelong Sheng, Bo Liu, Xian-Sheng Hua. "In-Image Accessibility Indication," IEEE Transactions on Multimedia, vol 12, no. 4, 2010.

Meng Wang, Bo Liu, Xian-Sheng Hua. "Accessible Image Search for Colorblindness," ACM Transactions on Intelligent Systems and Technology, vol. 1, no. 1, 2010.

Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua. "Dynamic Caption: Video Accessibility Enhancement for Hearing Impairment," ACM International Conference on Multimedia (ACM MM), 2010. (Best Paper Award)

Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. "Social Image Search with Diverse Relevance Ranking," International MultiMedia Modeling Conference (MMM), 2010. (Best Paper Award)

Jialie Shen, Meng Wang, Shuicheng Yan, HH. Pang, Xian-Sheng Hua. “Effective Music Tagging Through Statistical Modeling”, ACM International SIGIR Conference (SIGIR), 2010.

Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang. "Visual Query Suggestion," ACM International Conference on Multimedia (ACM MM), 2009. (Best Paper Award)

Meng Wang, Bo Liu, Xian-Sheng Hua. "Accessible Image Search," ACM International Conference on Multimedia (ACM MM), 2009.

Dong Liu, Xian-Sheng Hua, Linjun Yang, Meng Wang, Hong-Jiang Zhang. "Tag Ranking," International World Wide Web Conference (WWW), 2009.

Meng Wang, Xian-Sheng Hua, Jinhui Tang, Richang Hong. "Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation," IEEE Transactions on Multimedia, vol. 11, no. 3, 2009.

Meng Wang, Xian-Sheng Hua, Richang Hong, Jinhui Tang, Guo-Jun Qi, Yan Song. "Unified Video Annotation via Multi-Graph Learning," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 5, 2009.

 

Professional Activities

Organizing Committee Member

  • Publicity Co-Chair, 24th ACM International Conference on Multimedia (ACM MM), 2016.
  • Video Program Co-Chair, 23th ACM International Conference on Multimedia (ACM MM), 2015.
  • General Co-Chair, 19th International Multimedia Modeling Conference (MMM), 2013.
  • Program Co-Chair, 5th ACM International Conference on Internet Multimedia Computing and Services (ICIMCS), 2013.
  • Program Co-Chair, 4th IEEE International Workshop on Multimedia Computing and Communications (MCC), 2012.
  • Program Co-Chair, IEEE International Workshop on Multimedia Computing and Communications (MCC), 2011.
  • Demonstration Chair, International Conference on Multimedia Modeling (MMM), 2011.
  • Demonstration Co-Chair, International Conference on Multimedia Modeling (MMM), 2010. 
  • Dataset Chair, International Workshop on Internet Multimedia Mining, with ICDM, 2009.
Selected Technical Committee Member
  • ACM International Conference on Multimedia (ACM MM), TPC Member [2011, 2012, 2013, 2014, 2015, 2016].
  • ACM International SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR), TPC Member [2011, 2012, 2013, 2014, 2015, 2016].
  • IEEE International Conference on Multimedia & Expo (ICME), Area Chair [2013, 2014], TPC Member [2009, 2010, 2015, 2016].
  • ACM International Conference on Multimedia Retrieval (ICMR), TPC Member [2010, 2013, 2015, 2016].
  • British Machine Vision Conference (BMVC), TPC Member [2012, 2013, 2014, 2015, 2016].
  • ...
Review For
  • IEEE Trans. on Neural Networks and Learning Systems (TNNLS)
  • IEEE Trans. on Knowledge and Engineering (TKDE)
  • IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Trans. on Multimedia (TMM)
  • IEEE Trans. on Circuits and Systems for Video Technology (TCSVT)
  • IEEE Trans. on Systems, Man and Cybernetics - Part B (TSMCB)
  • IEEE Multimedia Magazine (IEEE MM)
  • ACM Transactions on Information Systems (ACM TOIS)
  • ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
  • ACM Transactions on Intelligent Systems and Technology (TIST)
  • Elsevier Pattern Recognition (PR)
  • Elsevier Pattern Recognition Letters (PRL)
  • Elsevier Information Sciences (INS)
  • Elsevier Neurocomputing (NEUCOM)
  • Elsevier Signal Processing: Image Communication (SPIC)
  • Springer Multimedia Systems Journal (MMSJ)
  • Springer World Wide Web Journal (WWWJ)
  • Springer Multimedia Tools and Applications (MTA)
  • Springer Pattern Analysis & Applications Journal (PAA)
  • ...