Dawei Du

Research Scientist

ByteDance, Inc., San Jose, CA, USA

News!

One co-authored CVPR paper was accepted on February 27th, 2023.

I joined ByteDance as a Research Scientist on November 6th, 2023.

One co-authored WACV paper was accepted on October 28th, 2024.


Professional Experiences

11/2023~Present  Research Scientist at ByteDance, Inc. 

02/2020~10/2023  Computer Vision Researcher/Senior R&D Engineer at Kitware, Inc. 

08/2018~01/2020  Postdoc at Univeristy at Albany, State Univeristy of New York  

05/2012~01/2013  Research Intern at NEC Laboratories China 


Educations

09/2013~06/2018  Ph.D. in University of Chinese Academy of Sciences (UCAS)

09/2010~06/2013  M.S. in University of Electronic Science and Technology of China (UESTC) 

09/2006~06/2010  B.S. in University of Electronic Science and Technology of China (UESTC) 

 

Research Interests

• Computer Vision, Machine Learning, Deep Learning

• Multi-Modal LLMs, Vision+Language Learning, Image Generation          

• Visual Tracking, Object Detection, Video Segmentation, Action Recognition, Image Retrieval


Preprints

1. Lu Xu, Sijie Zhu, Chunyuan Li, Chia-Wen Kuo, Fan Chen, Xinyao Wang, Guang Chen, Dawei Du, Ye Yuan, Longyin Wen "Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model", 2024 [arXiv]


Selected Publications

The following are selected journal and conference papers from 61 co-author papers, highlighting 1 T-PAMI, 1 IJCV, 5 T-IP, 1 T-MM, 3 T-CYB, 3 T-CSVT, 1 CVIU, 6 CVPR, 4 ECCV, 3 AAAI, and 2 ACM MM.


Sources

Professional Acitivities

 •  Journal Reviewer for Transactions on Pattern Analysis and Machine Intelligence (TPAMI), International Journal of Computer Vision (IJCV), IEEE Transactions on Image Processing (TIP), IEEE Transactions on Multimedia (TMM), IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Intelligent Transportation Systems (TITS), IEEE Transactions on Information Forensics and Security (TIFS), IEEE Transactions on Knowledge and Data Engineering (TKDE), ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE Systems, Man and Cybernetics: Systems (TSMCA), IEEE Signal Processing Letters (SPL), Machine Vision and Applications (MVAP), Neurocomputing, Computing and Informatics, IET Computer Vision, Sensor.

 •  Conference Reviewer for ICIP 2016~2019, CVPR 2019, 2021~2024, ICCV 2019~2021, ECCV 2020~2022, ICPR 2020, AAAI 2021~2022, IJCAI 2021~2022, ICLR 2024.

 •  Senior Program Committee for IJCAI 2021.

 •  Area Chair for AVSS 2019, MIPR 2022.

 •  Workshop Organizer for AVSS 2018, ICCV 2019, ECCV 2020, WACV 2023.


Awards and Honors

 •  2019 Outstanding Doctoral Dissertation in Chinese Academy of Sciences (100 doctoral dissertations from all majors in 2018~2019)

 •  2018 Excellent Graduate in Chinese Academy of Sciences (1 recipient in CSE department)

 •  2018 Presidential Outstanding Prize in Chinese Academy of Sciences (1 recipient in CSE department)

 •  2010 Excellent Graduate in University of Electronic Science and Technology of China (UESTC)

 •  2010 Outstanding Dissertation in University of Electronic Science and Technology of China (UESTC)

 •  2009 Meritorious Winner of 2009 Mathematical Contest in Modeling (MCM)


Collaborators