Bo Zhang (张 博)

 

Email: bo-zhang[at]sjtu[dot]edu[dot]cn

Department of Computer Science and Engineering

Shanghai Jiao Tong University, Shanghai, China 200240

 

          

About Me

I am currently a Big Data Development Engineer at China Mobile Group Sichuan Co. Ltd., where I am responsible for development and application related to computer vision algorithms and large language models.

Prior to that, I obtained my Ph.D. under the supervision of Prof. Li Niu in Department of Computer Science and Technology, Shanghai Jiao Tong University. My research interests include deep learning and computer vision, especially focusing on computational aesthetics, image cropping, and image composition. Earlier, I obtained my bachelor's degree from Nanjing University of Aeronautics and Astronautics and a master's degree from Zhejiang University.

Education

September 2013 - June 2017
B.E. degree from School of College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
July 2017 - April 2020
M. S. degree from College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China.
September 2020 - June 2024
Ph.D. in computer vision, Department of Computer Science and Technology, Shanghai Jiao Tong University, Shanghai, China.

Publications

Foreground Object Search by Distilling Composite Image Feature
Bo Zhang, Jiacheng Sui, Li Niu
IEEE International Conference on Computer Vision (ICCV, CCF A), 2023
[Paper] [Code&Dataset]
Human-centric Image Cropping with Partition-aware and Content-preserving Features
Bo Zhang, Li Niu, Xing Zhao, Liqing Zhang
European Conference on Computer Vision (ECCV, CCF B), 2022
[Paper] [Code]
Image Composition Assessment with Saliency-augmented Multi-pattern Pooling
Bo Zhang, Li Niu, Liqing Zhang
British Machine Vision Conference (BMVC, CCF C), 2021
[Paper] [Code&Dataset]
ComFusion: Enhancing Personalized Generation by Instance-Scene Compositing and Fusion
Yan Hong, Yuxuan Duan, Bo Zhang, Haoxing Chen, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang
European Conference on Computer Vision (ECCV, CCF B), 2024
[Paper]
Shadow Generation for Composite Image Using Diffusion Model
Qingyang Liu, Junqi You, Jianting Wang, Xinhao Tao, Bo Zhang, Li Niu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF A), 2024
[Paper] [Code&Dataset]
Fine-grained Visible Watermark Removal
Li Niu, Xing Zhao, Bo Zhang, Liqing Zhang
IEEE International Conference on Computer Vision (ICCV, CCF A), 2023
[Paper]
Image Cropping with Spatial-aware Feature and Rank Consistency
Wang Chao, Li Niu, Bo Zhang, Liqing Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR, CCF A), 2023
[Paper] [Supp]

Preprints

ControlCom: Controllable Image Composition using Diffusion Model
Bo Zhang, Yuxuan Duan, Jun Lan, Yan Hong, Huijia Zhu, Weiqiang Wang, Li Niu
[Paper] [Code]
Spatial Transformation for Image Composition via Correspondence Learning
Bo Zhang, Yue Liu, Kaixin Lu, Li Niu, Liqing Zhang
[Paper]
OPA: Object Placement Assessment Dataset
Liu Liu, Zhenchen Liu, Bo Zhang, Jiangtong Li, Li Niu, Qingyang Liu, Liqing Zhang
[Paper] [Github]
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, Liqing Zhang
[Paper] [Demo]

Open Source Projects

Internships

March 2023 - September 2023
Academic cooperation internship
AntGroup, Security & Risk Management, Machine Intelligence, Shanghai, China.
April 2020 - August 2020
Computer vision algorithm engineer
Cloudwalk Research Institute, Chongqing, China.
July 2019 - September 2019
Computer vision algorithm engineer
Hikvision Research Institute, Hangzhou, China.