Yalong
Bai

Ph.D. Student

Machine Intelligence & Translation Lab

School of Computer Science and Technology

Harbin institute of Technology

E-MAIL:

ylbai AT outlook DOT com

Address:

Microsoft Research Asia

 

Building 2, No. 5 Dan Ling Street, Haidian District

 

Beijing, P.R. China

Education

  • 2008.8 -- 2012.7: B.S. in Computer Science and Technology, School of Computer Science And Technology, Harbin Institute of Technology
  • 2012.8 -- 2014.7: M.S. in Computer Science and Technology, School of Computer Science And Technology, Harbin Institute of Technology. Supervisor: Tiejun Zhao
  • 2014.8 -- now: Joint education Ph.D. of Microsoft Research Asia and Harbin Institute of Technology. My Ph.D. supervisor is Wei-Ying Ma and Tiejun Zhao
  • Selected Honors

  • Rank 1st in the track of without using extra data and 2nd in all teams at MSR Image Recognition Challenge @ IEEE ICME 2016
  • ACM Multimedia 2015 Student Travel Grant
  • First Place in MSR-Bing Image Retreival Challenge at ACM MM 2014.
  • Social practice and Work Experience

    JD AI Research, CV Lab (2018.02 -- Now)

    Work on Snapshot, VQA, fine-grained recognition, etc.

    Microsoft Research Asia, Web Search and Mining Group (2013.06 -- 2018.02)

    I am an intern working on deep learning for image representation and computer vision.

    Microsoft Research Asia, Web Search and Data Mining Group (2012.01-2012-07)

    I was hired as a research intern working on document retrieval results re-ranking.

    Publications

  • Yalong Bai, Jianlong Fu, Tiejun Zhao, Tao Mei. Deep Attention Neural Tensor Network for Visual Question Answering. ECCV, 2018 (Accepted)
  • Yalong Bai, Kuiyuan Yang, Tao Mei, Wei-Ying Ma, Tiejun Zhao. Automatic Data Augmentation from Massive Web Images for Deep Visual Recognition. ACM Transactions on Multimedia Computing, Communications, and Applications, 2018. (Accepted) [Dataset and Models Download]
  • Chang Xu, Tao Qin, Yalong Bai, Gang Wang, Tie-Yan Liu. Convolutional Neural Networks For Posed and Spontaneous Expression Recognition. IEEE International Conference on Multimedia and Expo, 2017
  • Guotian Xie, Kuiyuan Yang, Yalong Bai, Min Shang, Yong Rui, Jianhuang Lai. Improve Dog Recognition By Mining More Information From Both Click-through Logs and Pre-trained Models. IEEE International Conference on Multimedia & Expo Workshops, 2016 [pdf]
  • Yalong Bai, Kuiyuan Yang, Wei Yu, Chang Xu, Wei-Ying Ma, Tiejun Zhao. Automatic Image Dataset Construction from Click-through Logs Using Deep Neural Network. Full Paper, ACM MultiMedia, 2015 [Dataset Download]
  • Wei Yu, Kuiyuan Yang, Yalong Bai, Hongxun Yao, Yong Rui. Learning Cross Space Mapping via DNN using Large Scale Click-through Logs. IEEE Transactions on Multimedia, 2015.
  • Wei Yu, Kuiyuan Yang, Yalong Bai, Hongxun Yao, Yong Rui. Visualizing and Comparing Convolutional Neural Networks.
  • Chang Xu, Yalong Bai, Jiang Bian, Bin Gao, Gang Wang, Xiaoguang Liu, Tie-Yan Liu. RC-NET: A General Framework for Incorporating Knowledge into Word Representations. CIKM, 2014 [pdf]
  • Yalong Bai, Wei Yu, Tianjun Xiao, Chang Xu, Kuiyuan Yang, Wei-Ying Ma, Tiejun Zhao. Bag-of-Words Based Deep Neural Network for Image Retrieval. Short Paper. ACM MultiMedia, 2014 [pdf]
  • Wei Yu, Kuiyuan Yang, Yalong Bai, Hongxun Yao, Yong Rui. DNN Flow: DNN feature pyramid based image matching. BMVC, 2014.
  • Yalong Bai, Kuiyuan Yang, Wei Yu, Wei-Ying Ma, Tiejun Zhao. Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data. ICLR, 2014.
  • Mo Yu, Tiejun Zhao and Yalong Bai, Hao Tian, Dianhai Yu. Cross-lingual Projections between Languages from different Families. ACL2013 short paper.
  • Mo Yu, Tiejun Zhao, Yalong Bai. Learning Domain Differences Automatically for Dependency Parsing Adaptation. IJCAI 2013 poster.