Biography
I am currently a researcher at Shanghai AI Lab, focusing on the research of multimodal large language models and multimodal data algorithms. Prior to joining Shanghai AI Lab, I was engaged in data algorithm research at SenseTime Group Inc. (2020-2022). I obtained my Ph.D. from the University of Chinese Academy of Sciences in 2020. Between 2018 and 2019, I participated in the National Natural Science Foundation of China’s joint Ph.D. training program at the University of Central Florida, under the supervision of Professors Yongdong Zhang and Guo-Jun Qi.
🔥 News
- 2024.02: 🎉🎉 OPERA is accepted by CVPR 2024.
- 2023.12: 🎉🎉 VIGC is accepted by AAAI 2024.
- 2023.12: 🎉🎉 One paper is accepted by IJAEOG 2024.
- 2023.08: 🎉🎉 DropQueries is accepted by TMM 2023.
- 2023.08: 🎉🎉 V3Det is accepted by ICCV 2023 (Oral).
📝 Publications
VIGC: Visual Instruction Generation and Correction
Bin Wang, Fan Wu, Xiao Han, Jiahui Peng, Huaping Zhong, Pan Zhang, Xiaoyi Dong, Weijia Li, Wei Li, Jiaqi Wang, Conghui He
Dinghao Yang*, Bin Wang*, Weijia Li, Conghui He
IJAEOG 2024, | Github
DropQueries: A Simple Way to Discover Comprehensive Segment Representations
Haojie Ding, Bin Wang, Guoliang Kang, Weijia Li, Conghui He, Yao Zhao, and Yunchao Wei
TMM 2023
V3Det: Vast Vocabulary Visual Detection Dataset
Jiaqi Wang, Pan Zhang, Tao Chu, Yuhang Cao, Yujie Zhou, Tong Wu, Bin Wang, Conghui He, and Dahua Lin
Boundary perception guidance: A scribble-supervised semantic segmentation approach
Bin Wang, Guojun Qi, Sheng Tang, Tianzhu Zhang, Yunchao Wei, Linghui Li, and Yongdong Zhang
IJCAI 2019
Spatiotemporal Breast Mass Detection Network(MD-Net) in 4D DCE-MRI Images
Lixi Deng, Sheng Tang, Huazhu Fu, Bin Wang, and Yongdong Zhang
MICCAI 2019
Automated pulmonary nodule detection: High sensitivity with few candidates
Bin Wang, Guojun Qi, Sheng Tang, Liheng Zhang, Lixi Deng, and Yongdong Zhang
MICCAI 2018
🎖 Honors and Awards
- 2020.06, Zhu Li Yuehua Outstanding Ph.D. student Scholarship, Chinese Academy of Sciences (CAS).
- 2016.09, Won 3rd place in the ILSVRC 2016 VID task (Object Detection from Video).
🏢 Work Experience
- 2020.07 - 2022.08, Researcher, SenseTime, Shenzhen, China.
📖 Education
- 2015.09 - 2020.06, Ph.D., University of Chinese Academy of Sciences, Beijing, China.
- 2013.09 - 2015.06, M.S., Beijing Jiaotong University, Beijing, China.