Add.: No.100 Pingleyuan, Chaoyang District, Beijing Beijing Institute of Technology

China Tel.: 15600971177

Email: junbiao_pang@bjut.edu.cn

I am currently an associate Professor at Beijing University of Technology and a Ph.D. supervisor. I am a researcher of Beijing Key Laboratory, a senior member of CCF, and a member of CCF Multimedia Specialized Committee. I received Ph.D. from Prof. Qingming Huang and co-founded with him the Social Multimedia Data Analysis Group at BIT. With the support of a number of national, provincial and municipal projects, I have conducted research on image and video understanding, intelligent human-computer interaction, cross-media analysis and reasoning, and intelligent transportation. I have published more than 60 papers in IEEE/ACM journals and top academic conferences. I preside over the research projects of National Foundation, Military Science and Technology Commission, and participate in the key projects of National Foundation, 973 projects, 863 projects and other projects. I designed and developed a deep learning based structural parsing system for telecommunication drawings to support China Unicom to build a digital twin system for rapid semanticization of a large number of telecommunication drawings, designed and developed a vehicle parking behavior parsing module for on-street vehicle parking in Beijing to support the implementation of a large-scale on-street automated parking charging system in Beijing.

Institute of Computing Technology, Chinese Academy

    Ph.D.     Technology for Computer Applications    09/2005～06/2011

Harbin Institute of Technology

    M.S.     Computer Science and Technology      09/2002～06/2004

Harbin Institute of Technology

    B.S.      Computational Fluid Dynamics         09/1998～06/2002

Associate Professor     Beijing University of Technology    12/2013 - Present

   Tutors       Beijing University of Technology    07/2011 - 12/2013

 Visiting Scholar         NEC Labs China         09/2010 - 07/2011

   Engineer      Huawei Technologies Co., Ltd     07/2004 - 07/2005

1. Junbiao Pang ; Jing Huang ; Yong Du ; Haitao Yu ; Qingming Huang ; Baocai Yin：Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network,　IEEE Transactions on Intelligent Transportation Systems (SCI, JCR Q1) ( Early Access )
2. Junbiao Pang ; Anjing Hu ; Qingming Huang ; Qi Tian ; Baocai Yin: Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution,IEEE Transactions on Cybernetics (SCI, JCR Q1) ( Early Access )
3. Junbiao Pang ; Fei Tao ; Qingming Huang ; Qi Tian ; Baocai Yin: Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data,IEEE Transactions on Neural Networks and Learning Systems(SCI, JCR Q1) ( Early Access )
4. Jinzhong Lin, Junbiao Pang, Li Su, Yugui Liu, Qingming Huang:Accelerating Topic Detection on Web for a Large-Scale Data Set via Stochastic Poisson Deconvolution. MMM (1) 2019: 590-602
5. Junbiao Pang, Fei Tao, Liang Li, Qingming Huang, Baocai Yin, Qi Tian: A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities. Neurocomputing 275: 478-487 (2018) (SCI, JCR Q2)
6. Junbiao Pang, Jing Huang, Xue Yang, Zuyun Wang, Haitao Yu, Qingming Huang, Baocai Yin: Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization. IEEE Trans. Intelligent Transportation Systems 19(10): 3208-3219 (2018) (SCI, JCR Q1)
7. Junbiao Pang, Jing Huang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin:Rotative maximal pattern: A local coloring descriptor for object classification and recognition. Inf. Sci. 405: 190-206 (2017) (SCI, JCR Q1)
8. Junbiao Pang, Jing Huang, Weigang Zhang, Qingming Huang, Baocai Yin:Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation. Multimedia Tools Appl. 76(23): 25145-25157 (2017) (SCI, JCR Q3)
9. Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin:Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection. IEEE Trans. Multimedia 18(12): 2482-2493 (2016) (SCI, JCR Q1)
10. Junbiao Pang, Huihuang Lin, Li Su, Chunjie Zhang, Weigang Zhang, Lijuan Duan, Qingming Huang, Baocai Yin:Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature. ICIP 2016: 1037-1041 (CCF B)
11. Junbiao Pang, Chunjie Zhang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin:Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors. Neurocomputing 157: 61-69 (2015) (SCI, JCR Q2)
12. Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin:Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification. IEEE Trans. Cybernetics 45(12): 2937-2947 (2015) (SCI, JCR Q1)
13. Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Qingming Huang, Qi Tian:Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks. IEEE Trans. Image Processing 24(12): 5777-5788 (2015) (SCI, JCR Q1)
14. Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin:Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades. IEEE Trans. Multimedia 17(6): 843-853 (2015) (SCI, JCR Q1)
15. Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang: Theoretical analysis of learning local anchors for classification. ICPR 2012: 1803-1806 (CCF B)
16. Qingyuan Wang, Junbiao Pang, Guoyi Liu, Lei Qin, Qingming Huang, Shuqiang Jiang:Color Maximal-Dissimilarity Pattern for pedestrian detection. ICPR 2012: 1952-1955 (CCF B)
17. Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin: Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Trans. Image Processing 20(5): 1388-1400 (2011) (SCI, JCR Q1)
18. Junbiao Pang, Qingming Huang, Shuqiang Jiang:Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection. ECCV (4) 2008: 541-552