Basic Information

                 

                    Le Wang, Ph.D.

                           Assistant Professor

  Institute of Artificial Intelligence and Robotics

                    Xi'an Jiaotong University

                                王乐,博士

                         讲师,硕士生导师

                   人工智能与机器人研究所

                       电子与信息工程学院

                             西安交通大学

Contact Information

Email: wangleabc at gmail.com

            lewang at xjtu.edu.cn

Mail:   Institute of Artificial Intelligence and

            Robotics, Xi'an Jiaotong University,

            28 Xianning West Road, Xi'an, 

            Shaanxi, 710049, China

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Biography

Le Wang is an assistant professor of Xi'an Jiaotong University. He received his Ph.D. degree in Control Science and Engineering and a B.S. degree in Automation both from Xi'an Jiaotong University in 2014 and 2008, respectively. From 2016 to 2017, he is a visiting scholar with Northwestern University, Evanston, IL, USA. From 2013 to 2014, he was a visiting Ph.D. student with Stevens Institute of Technology, Hoboken, NJ, USA. He joined Xi'an Jiaotong University in October, 2014. He is a member of the IEEE.

Work

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                 10/2014 - Present

      Assistant Professor, Institute of Artificial Intelligence and Robotics

Northwestern University, Evanston, IL, USA                                                        01/2016 - 01/2017

      Visiting Scholar, Electrical and Computer Engineering

Education

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                 09/2008 - 09/2014

      Ph.D. student in Control Science and Engineering

Stevens Institute of Technology, Hoboken, NJ, USA                                           09/2013 - 03/2014

      Visiting Ph.D. student in Computer Science

Xi’an Jiaotong University, Xi'an, Shaanxi, China                                                 09/2004 - 07/2008

      B.E. in Automation

Research Interests

  • Object discovery and segmentation
  • Content-based video retrieval
  • Action and event analysis
  • Visual applications for Web images/videos
Publications

  1. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding",  in Proc. International Conf. on Computer Vision (ICCV'2017), Venice, Italy, October, 2017.
  2. Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object Discovery and Co-Segmentation with Extremely Weak Supervision", IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 39, Issue 10, pp.2074-2088, October, 2017.
  3. Zhanning Gao, Gang Hua, Dongqing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, and Nanning Zheng, "ER3: A Unified Framework for Event Retrieval, Recognition and Recounting", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2017), Honolulu, Hawaii, July, 2017.
  4. Zhenxing Niu, Gang Hua, Le Wang, Xinbo Gao, "Knowledge Based Topic Model for Unsupervised Object Discovery and Localization", IEEE Trans. on Image Processing (TIP), 2017.
  5. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Ordinal Regression with Multiple Output CNN for Age Estimation", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'2016), pp.4920-4928, Las Vegas, NV, June, 2016.
  6. Le Wang, Gang Hua, Jianru Xue, Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection", IEEE Trans. on Image Processing (TIP), Vol. 23, Issue 9, pp.4070-4086, September, 2014.
  7. Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, and Nanning Zheng, "Video Object Discovery and Co-segmentation with Extremely Weak Supervision", in Proc. European Conf. on Computer Vision (ECCV'2014), pp.640-655, Zurich, Switzerland, September, 2014. [Spotlight] [Poster]
  8. Jianru Xue, Le Wang, Nanning Zheng, and Gang Hua, "Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting", Pattern Recognition, Vol. 46, Issue 11, pp.2874-2889, November, 2013.
  9. Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Concurrent Segmentation of Categorized Objects from an Image Collection", in Proc. IAPR International Conf. on Pattern Recognition (ICPR'2012), pp.3309-3312, Tsukuba, Japan, November, 2012. (Oral Presentation)
  10. Le Wang, Jianru Xue, Nanning Zheng, Gang Hua, "Automatic Salient Object Extraction with Contextual Cue", in Proc. IEEE International Conf. on Computer Vision (ICCV'2011), pp.105-112, Barcelona, Spain, November, 2011. [Demo] [Poster]
  11. Shanmin Pang, Jianru Xue, Le Wang, and Nanning Zheng, "Large-Scale Bundle Adjustment by Parameter Vector Partition", in Proc. The Eleventh Asian Conference on Computer Vision (ACCV'2012), pp.26-39, Daejeon, Korea, November, 2012. (Best Application Paper Award)
  12. Ce Li, Jianru Xue, Xuguang Lan, Miao Hui, Le Wang, and Nanning Zheng, "Multi-regions in the Scalable Video Coding Method", in Proc. The Third International Congress on Image and Signal Processing (CISP'2010), Yantai, China, October, 2010.

 

Grants

  1. PI, "Spatiotemporal Context Aware Action and Event Co-segmentation from Multiple Videos", Special Program of China Postdoctoral Science Foundation, 01/01/2017 - 12/31/2019.
  2. PI, "Spatiotemporal Context Aware Thematic Object Discovery and Segmentation from Web Videos", Research Fund for Young Scholars of National Natural Science Foundation of China (NSFC) 61503296, 01/01/2016 - 12/31/2018.
  3. PI, "Video Object Discovery and Co-segmentation with Contextual Modeling", General Program of China Postdoctoral Science Foundation 2015M572563, 01/01/2015 - 12/31/2016.
  4. PI, "Joint Video Object Retrieval and Segmentation by Spatiotemporal Correlation", Innovation Program of Fundamental Research Funds for the Central Universities XJJ2015066, 01/01/2015 - 12/31/2017.
Services

 Reviewer for International Journals:

  • Computational Visual Media (CVMJ), 2017-
  • IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2016 - 
  • 自动化学报, 2016 -
  • IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 2015 -
  • Computer Vision and Image Understanding (CVIU), 2015 - 
  • Journal of Machine Vision and Application (MVA), 2014 -
  • The Visual Computer (TVCJ), 2014 -
  • IEEE Transaction on Image Processing (T-IP), 2013 -
Reviewer for International Conferences:
  • International Conference on Computer Vision (ICCV), 2017
  • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017
  • Computational Visual Media Conference (CVM), 2017
  • IEEE International Conference on Image Processing (ICIP), 2016, 2017
  • International Conference on Computer Vision (ICCV), 2015
  • British Machine Vision Conference (BMVC), 2015
  • IEEE International Conference on Multimedia & Expo (ICME), 2014
  • Asian Conference on Computer Vision (ACCV), 2014
Reviewer for Grant Proposal:
  • National Natural Science Foundation of China, 2016 -
Program Committee:
  • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2017
  • International Conference on Progress in Informatics and Computing (PIC), 2016