Bin Sun (孙彬)
I am a senior algorithm engineer at Li Auto. My research interests focus on the computer vision and artificical intelligence, specifically on the topic of human keypoint recognition, human action recognition, model compression, and intelligent optimization. I obtained PhD from Beijing University of Technology in 2019. Before joining Li Auto, I worked as a senior algorithm engineer in UBTECH and research intern in Megvii (Face++) and Keep. My Google Scholar citation is more than 300.
Email: binsun008@gmail.com
Selected Publications
GAN for Vision, KG for Relation: a Two-stage Deep Network for Zero-shot Action Recognition [paper]
Bin Sun, Dehui Kong, Shaofan Wang, Jinghua Li, Baocai Yin, Xiaonan Luo
Pattern Recognition (PR), Vol. 126, 2022
Grassmannian Graph-attentional Landmark Selection for Domain Adaptation [arXiv]
Bin Sun, Shaofan Wang, Dehui Kong, Jinghua Li, Baocai Yin
Multimedia Tools and Applications (MTA), 2022
Real-time Human Action Recognition Using Locally Aggregated Kinematic-Guided Skeletonlet and Supervised Hashing-by-Analysis[paper]
Bin Sun, Shaofan Wang, Dehui Kong, Lichun Wang, Baocai Yin
IEEE Transactions on Cybernetics (TCYB), 2021
Joint Transferable Dictionary Learning and View Adaptation for Multi-view Human Action Recognition[paper]
Bin Sun, Dehui Kong, Shaofan Wang, Lichun Wang, Baocai Yin
ACM Transactions on Knowledge Discovery from Data (TKDD), Vol. 15, Issue 2, pp. 32:1–32:23, 2021
Simple Light-weight Network for Human Pose Estimation[paper ]
Bin Sun, Mingguo Zhao
Pacific Rim International Conference on Artificial Intelligence (PRICAI), 2021
Effective Human Action Recognition using Global and Local Offsets of Skeleton Joints[paper]
Bin Sun, Dehui Kong, ShaofanWang, Lichun Wang, Yuping Wang, Baocai Yin
Multimedia Tools and Applications (MTA), Vol. 78, Issue 5, pp. 6329–6353, 2019
A Novel Oriented Cuckoo Search Algorithm to Improve DV-Hop Performance for Cyber–physical Systems[paper]
Zhihua Cui, Bin Sun, Gaige Wang, Yu Xue, Jinjun Chen
Journal of Parallel and Distributed Computing (JPDC), Vol. 103, pp. 42–52, 2017 (Highly cited paper)
Other papers: see Google Scholar.
Honors & Awards:
Technological Innovation Award, Beijing University of Technology 2019-2021
Community Contribution Award, Beijing University of Technology 2018
National Scholarship, Ministry of Education of P.R. China 2014
Reviewer Services :
Journal Reviewer:
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Image Processing
IEEE Transactions on Cybernetics
IEEE Robotics and Automation Letters
ACM Transactions on Knowledge Discovery from Data
Konwledge-Based Systems
Multimedia Tools and Applications
Conference Reviewer:
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021