西安交通大学教师个人主页 王 乐

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                                         07/2018 - Present

      Associate Professor, Institute of Artificial Intelligence and Robotics

Xi'an Jiaotong University, Xi'an, Shaanxi, China                                                                        10/2014 - 06/2018

      Assistant Professor, Institute of Artificial Intelligence and Robotics

      Visiting Scholar, Electrical and Computer Engineering, supervised by Prof. Ying Wu

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

    Ph.D. in Control Science and Engineering

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

   Visiting Ph.D. student in Computer Science supervised by Prof. Gang Hua

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

   B.E. in Automation

• Notes 1: Electronic papers shared on this website are for fast dissemination of research work. The copyrights of the papers belong to the corresponding publishers. Also the technologies presented in some of the published papers are protected by China Patents or pending Patents.
• Notes 2: "*" indicates the corresponding author.
• Notes 3: IEEE T-PAMI is considerred to be the top one computer vision journal and has very high journal impact factor that a ranked among Top 3 in all Computer Science Journals (nearly 100).
• Notes 4: ICCV, CVPR, and ECCV are considered to be the top three major computer vision conferences with highly competitive overall acceptance rate ~25% and <5% acceptance for oral presentation.

Selected Journal Articles:

1. Zhanning Gao, Le Wang*, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018.
2. Ziyi Liu, Le Wang*, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, and Nanning Zheng, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks", IEEE Transactions on Image Processing (T-IP), Vol. 27, Issue 12, pp. 5840-5853, December, 2018.
3. Zhenxing Niu, Gang Hua, Le Wang, and Xinbo Gao, "Knowledge Based Topic Model for Unsupervised Object Discovery and Localization", IEEE Transactions on Image Processing (T-IP), Vol. 27, Issue 1, pp. 50-63, January, 2018.
4. Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object Discovery and Co-Segmentation with Extremely Weak Supervision", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 39, Issue 10, pp. 2074-2088, October, 2017.
5. Le Wang, Gang Hua, Jianru Xue, Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection", IEEE Transactions on Image Processing (T-IP), Vol. 23, Issue 9, pp. 4070-4086, September, 2014.
6. 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 (PR), Vol. 46, Issue 11, pp. 2874-2889, November, 2013. (Long version of the ICCV'2011 segmentation paper, 1st student author, my Ph.D. supervisor is the 1st author.)

Conference Papers

1. Zhanning Gao, Le Wang*, Qilin Zhang, Zhenxing Niu, Nanning Zheng, Gang Hua, "Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos", in Proc. AAAI Conference on Artificial Intelligence (AAAI'2019), Honolulu, Hawaii, USA, 27 January-1 February, 2019. (Oral Presentation)
2. Xin Lv, Le Wang*, Qilin Zhang, Nanning Zheng, and Gang Hua, "Video Object Co-segmentation from Noisy Videos by a Multi-level Hypergraph Model", in Proc. IEEE International Conference on Image Processing (ICIP'2018), pp. 2207 - 2211, Athens, Greece, 7-10 October, 2018.
3. Xuhuan Duan, Le Wang*, Changbo Zhai, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Joint Spatio-temporal Action Localization in Untrimmed Videos with Per-frame Segmentation", in Proc. IEEE International Conference on Image Processing (ICIP'2018), pp. 918-922, Athens, Greece, 7-10 October, 2018. (Oral Presentation)
4. Jinliang Zang, Le Wang*, Ziyi Liu, Qilin Zhang, Gang Hua, and Nanning Zheng, "Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition", in Proc. IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 97-108, Rhodes, Greece, 25-27 May, 2018. (Oral Presentation)
5. Ziyi Liu, Le Wang*, and Nanning Zheng, "Content-Aware Attention Network for Action Recognition", in Proc. IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018), pp. 109-120, Rhodes, Greece, 25-27 May, 2018. (Oral Presentation)
6. Chi Zhang, Yuehu Liu, Qilin Zhang, and Le Wang, "A Graded Offline Evaluation Framework for Intelligent Vehicle's Cognitive Ability", in Proc. IEEE Intelligent Vehicles Symposium (IV'2018), pp. 320-325, Changshu, China, 26-29 June, 2018. (Oral Presentation)
7. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding",  in Proc. International Conference on Computer Vision (ICCV'2017), pp. 1899-1907, Venice, Italy, 22-29 October, 2017.
8. 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 International Conference on Computer Vision and Pattern Recognition (CVPR'2017), pp. 2107-2116, Honolulu, Hawaii, 21-26 July, 2017.
9. Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, and Gang Hua, "Ordinal Regression with Multiple Output CNN for Age Estimation", in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'2016), pp. 4920-4928, Las Vegas, NV, 26 June-1 July, 2016.
10. Le Wang, Gang Hua, Rahul Sukthankar, Jianru Xue, and Nanning Zheng, "Video Object Discovery and Co-segmentation with Extremely Weak Supervision", in Proc. European Conference on Computer Vision (ECCV'2014), pp. 640-655, Zurich, Switzerland, 6-12 September, 2014. [Spotlight] [Poster]
11. Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Concurrent Segmentation of Categorized Objects from an Image Collection", in Proc. IAPR International Conference on Pattern Recognition (ICPR'2012), pp. 3309-3312, Tsukuba, Japan, 11-15 November, 2012. (Oral Presentation)
12. Le Wang, Jianru Xue, Nanning Zheng, and Gang Hua, "Automatic Salient Object Extraction with Contextual Cue", in Proc. IEEE International Conference on Computer Vision (ICCV'2011), pp.105-112, Barcelona, Spain, 6-13 November, 2011. [Demo] [Poster]
13. Shanmin Pang, Jianru Xue, Le Wang, and Nanning Zheng, "Large-Scale Bundle Adjustment by Parameter Vector Partition", in Proc. Asian Conference on Computer Vision (ACCV'2012), pp. 26-39, Daejeon, Korea, 5-9 November, 2012. (Best Application Paper Award, Oral Presentation)
14. Ce Li, Jianru Xue, Xuguang Lan, Miao Hui, Le Wang, and Nanning Zheng, "Multi-regions in the Scalable Video Coding Method", in Proc. International Congress on Image and Signal Processing (CISP'2010), Yantai, China, 16-18 October, 2010.

1. 吕欣，王乐，郑南宁，“一种基于多层超图模型的多视频目标协同分割方法”，申请号：201810998162.7，申请时间：2018.08.29.
2. 王乐，刘子熠，郑南宁，“一种基于耦合动态马尔科夫网络的视频目标发现与分割方法”，申请号：201810865881.1，申请时间：2018.08.01.
3. 薛建儒，王乐，高占宁，“一种网络图像自主收集与筛选方法”，授权号：201210336284.2，授权时间：2015.08.05.