Bio

I'm Bo Wu (Chinese Name: 吴波), a Research Scientist at Columbia University in New York, working with Prof. Shih-Fu Chang.
I received my Ph.D. at Institute of Computing Technology, Chinese Academy of Sciences (ICT,CAS), advised by Prof. Jintao Li, and worked in the group of Prof. Yongdong Zhang. I had my research internships at Microsoft Research Asia (MSRA) under the supervision of Dr. Tao Mei and Dr. Jianlong Fu. I was visiting PhD student at Academia Sinica under the supervision of Prof. Wen-Huang Cheng.
My research interests are deep learning, multimedia and computer vision.

News

I am looking for a student to work on cutting-edge computer vision projects. Please send me your CV if interested.

  • 11/2019 Two papers accepted by AAAI 2020.
  • 10/2019 The finalists presentation of SMP Challenge 2019 will be held at Nice, France.
  • 08/2019 ACM MM - SMP Challenge 2019 has been successfully completed.
  • 07/2019 Two papers accepted by ACM MM 2019.
  • 02/2019 One undergraduate students paper accepted by ICIP 2019.
Research

General Partial Label Learning via Dual Bipartite Graph Autoencoder

Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang.
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.

Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging

Xiaochen Han, Bo Wu, Zheng Shou, Xiao-Yang Liu, Yimeng Zhang, Linghe Kong.
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.

SMP Challenge: An Overview of Social Media Prediction Challenge 2019

Bo Wu, Wen-Huang Cheng,Peiye Liu, Bei Liu, Zhaoyang Zeng, Jiebo Luo.
The 27th ACM International Conference on Multimedia (ACM MM), 2019.

Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network

Xin Wang*, Bo Wu*, Yueqi Zhong.
The 27th ACM International Conference on Multimedia (ACM MM), 2019.

Dressing for Attention: Outfit Based Fashion Popularity Prediction

Ling Lo, Chia-Lin Liu, Rong-An Lin, Bo Wu, Hong-Han Shuai, Wen-Huang Cheng.
IEEE International Conference on Image Processing (ICIP), 2019.

Unlocking the Author Power: On the Exploitation of Auxiliary Author-Retweeter Relations for Predicting Key Retweeters

Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Juan Cao, Jintao Li, Tao Mei.
IEEE Transactions on Knowledge and Data Engineering (TKDE, IF 3.857), 2018.

Fashion World Map: Understanding Cities Through Streetwear Fashion

Yu-Ting Chang, Wen-Huang Cheng, Bo Wu, Kai-Lung Hua.
The 25th ACM International Conference on Multimedia (ACM MM), 2017.

Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks

Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Qiushi Huang, Jintao Li, Tao Mei.
International Joint Conference on Artificial Intelligence (IJCAI), 2017, Melbourne, Australia. (Oral)

Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition

Bo Wu, Tao Mei, Wen-Huang Cheng, Yongdong Zhang.
AAAI Conference on Artificial Intelligence(AAAI), 2016, Phoenix, USA. (Spotlight)

Time Matters: Multi-scale Temporalization of Social Media Popularity

Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Tao Mei.
ACM International Conference on Multimedia (ACM MM), 2016, Amsterdam, Netherlands. (Oral)

Professional Services
  • Journal Reviewer : IEEE Transactions on Knowledge and Data Engineering
  • Journal Reviewer : IEEE Transactions on Multimedia
  • Journal Reviewer : Elsevier Neurocomputing
  • Journal Reviewer : ACM Transactions on Intelligent Systems and Technology
  • Journal Reviewer : ACM Transactions on Multimedia Computing, Communications, and Applications
  • Conference PC member/Reviewer : ACM MM 2020
  • Conference PC member/Reviewer : IEEE ICIP 2020
  • Conference PC member/Reviewer : ACM MM 2019
  • Conference PC member/Reviewer : AIS ICIS 2019
  • Conference PC member/Reviewer : IEEE ICIP 2019
  • Conference PC member/Reviewer : ACM MM 2018
Awards & Certifications
  • 2019 Host SMP Challenge 2019 of ACM MM at Nice, France
  • 2018 Host SMP Challenge 2018 of ACM MM at Seoul, Korea
    Alibaba Global Fashion AI Challenge (Top 3)
  • 2017 ACM Turing 50th Student Scholarship
    Schlumberger Ph.D Award
    Start-up Innovation Challenge (Top 1)
    Host SMP Challenge 2017 of ACM MM at Mountain View, USA
  • 2016 Academia Sinica Ph.D Scholarship
    AAAI Student Scholarship Award
    ACM MM Student Travel Grant
    3 times of Outstanding Student Leader Award (Top 2%)
    5 times of Excellent Student Award (Top 5%)
  • 2015 ACM CIKM Global Challenge Cup (Top 1%)
    Alibaba Global Recommendation Challenge (Top 5%)
  • 2011 Student Research Award 1st Prize
    Excellent thesis
    Excellent Student Award (Top 1%)