Botao Wang

Ph.D
Staff Engineer
Qualcomm (Shanghai) Co., Ltd.
Research interests: computer vision
Email: botaow{at}foxmail{dot}com
Homepage: https://wangbotao.github.io/

Publications

Journal Papers

• Botao Wang, Zhihui Fu, Hongkai Xiong, Yuan F. Zheng
  Transductive Video Segmentation on Tree-Structured Model
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 27, no. 5, pp. 992-1005, May 2017.
  [IEEE Xplore]

• Botao Wang, Hongkai Xiong, Junni Zou, Weiyao Lin, Yuan F. Zheng
  Multitask Learning of Compact Semantic Codebooks for Context-aware Scene Modeling
  IEEE Transactions on Image Processing (TIP), vol. 25, no. 11, pp. 5411-5426, Nov. 2016.
  [PDF] [Bibtex] [IEEE Xplore]

• Botao Wang, Dahua Lin, Hongkai Xiong, Yuan F. Zheng
  Joint Inference of Objects and Scenes with Efficient Learning of Text-Object-Scene Relations
  IEEE Transactions on Multimedia (TMM), vol. 18, no. 3, pp. 507-520, March 2016.
  [PDF] [Bibtex] [IEEE Xplore] [Dataset]

• Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Yuan F. Zheng
  Data-driven Hierarchical Structure Kernel for Multiscale Part Based Object Recognition
  IEEE Transactions on Image Processing (TIP), vol. 23, no. 4, pp. 1765-1778, April 2014.
  [PDF] [Bibtex] [IEEE Xplore]

• Botao Wang, Hongkai Xiong, Zhiquan Ren, Chang Wen Chen
  Deformable Shape Preserving Video Retargeting with Salient Curve Matching
  IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), vol. 4, no. 1, pp. 82-94, March 2014.
  [PDF] [Bibtex] [IEEE Xplore]

• Hongkai Xiong, Dayu Zheng, Qingxiang Zhu, Botao Wang, Yuan F. Zheng
  A Structured Learning-Based Graph Matching Method For Tracking Dynamic Multiple Objects
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 23, no. 3, pp. 534-548, March 2013.
  [PDF] [Bibtex] [IEEE Xplore]

Conference Papers

• Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong
  Tiny-HourglassNet: An Efficient Design for 3D Human Pose Estimation
  IEEE International Conference on Image Processing (ICIP 2020), Abu Dhabi, United Arab Emirates, Oct. 2020.

• Yuhui Xu, Y. Li, S. Zhang, W. Wen, Botao Wang, Yingyong Qi, Y. Chen, Weiyao Lin, Hongkai Xiong
  TRP: Trained Rank Pruning for Efficient Deep Neural Networks
  International Joint Conference on Artificial Intelligence (IJCAI 2020), Yokohama, Japan, July 2020
  [arXiv]

• Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
  Trained Rank Pruning for Efficient Deep Neural Networks
  The NeurIPS-EMC2 Workshop on Energy Efficient Machine Learning and Cognitive Computing, Vancouver, Canada, Dec. 2019.
  [arXiv]

• Saijie Ni, Xiaopeng Zhang, Botao Wang, Hongkai Xiong
  Webly-supervised Visual Concept Learning with Cardinality Guided Instance Mining and Clustered Multitask Refinement
  IEEE International Conference on Multimedia and Expo (ICME'17), Hong Kong, July 2017.
  [IEEE Xplore]

• Saijie Ni, Botao Wang, Hongkai Xiong
  Layer-Wise Supervised Neural Network for Face Alignment with Multi-Task Regularization
  IEEE International Symposium on Circuits & Systems (ISCAS'16), pp. 2715-2718, Montreal, Canada, May 2016.
  [IEEE Xplore]

• Kuanyu Ju, Botao Wang, Hongkai Xiong
  Structure-aware Priority Belief Propagation for Depth Estimation
  IEEE Visual Communications and Image Processing (VCIP'15), pp. 1-4, Singapore, Dec. 2015.
  [PDF] [Bibtex] [IEEE Xplore]

• Zhihui Fu, Botao Wang, Hongkai Xiong
  Transductive Video Co-segmentation on the Temporal Trees
  IEEE International Conference on Image Processing (ICIP'15), pp. 4471-4475, Quebec City, Canada, Sept. 2015.
  [PDF] [Bibtex] [Poster] [IEEE Xplore]

• Zhiquan Ren, Botao Wang, Yuchen Zhang, Hongkai Xiong
  Visual Preserving Video Retargeting With Deformable Shape Consistency
  IEEE International Conference on Multimedia and Expo (ICME'13), pp. 1-6, San Jose, CA, USA, July 2013.
  [PDF] [Bibtex] [Poster] [IEEE Xplore]

• Botao Wang, Qingxiang Zhu, Hongkai Xiong
  Optimization of Variational Methods Via Motion-based Weight Selection and Keypoint Matching
  IEEE Visual Communications and Image Processing (VCIP'12), pp. 1-6, San Diego, CA, USA, Nov. 2012.
  [PDF] [Bibtex] [Poster] [IEEE Xplore]

• Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Fan Lin
  Semi-supervised Object Recognition Using Structure Kernel
  IEEE International Conference on Image Processing (ICIP'12), pp. 2157-2160, Orlando, FL, USA, Sept. 2012.
  [PDF] [Bibtex] [Slides] [IEEE Xplore]

Experience

• 2016 - Present: Staff Engineer, Qualcomm (Shanghai) Co., Ltd.

• 2013 - 2014: Visiting student, Toyota Technological Institute at Chicago (TTIC), University of Chicago.

• 2010 - 2016: Ph.D, Advisor: Prof. Hongkai Xiong, Institute of Multimedia, Information, and Network (MIN), Department of Electronic Engineering, Shanghai Jiao Tong University.

• 2006 - 2010: Bachelor, Department of Electronic Engineering, Shanghai Jiao Tong University.