Chong Chen

About Me

I'm currently a research scientist in Terminus Group. I received the B.S. degree in Mathematics from Peking University in 2013 and the Ph.D. degree in Statistics from Peking University in 2019 under the supervision of Prof. Ruibin Xi. My research interests include image clustering/segmentation/retrieval, self-supervised learning, and statistical modeling.

I'm recruiting self-motivated interns who have strong mathematical abilities and coding skills to work with me on computer vision and data mining related research topics. Welcome to send me your detailed resume!

News

• [Feb. 2023] I'm joining Termius Group(Beijing) as a research scientist.
• [Jan. 2024] I'll serve as the area chair of MM 2024.

Selected Publications [Google Scholar]

(^ denotes corresponding author)

• Yingjie Chen, Huasong Zhong, Chong Chen^, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang and Qianru Sun "On Mitigating Hard Clusters for Face Clustering", ECCV 2022(oral)

• Huasong Zhong, Jianlong wu, Chong Chen^, Jianqiang Huang, Minghua Deng, Liqiang Nie, Zhouchen Lin and Xian-Sheng Hua "Graph Contrastive Clustering", ICCV 2021

• Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen^, Huasong Zhong, Minghua Deng^, Jianqiang Huang and Xian-Sheng Hua "CIMON: Towards High-quality Hash Codes", IJCAI 2021

• Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen^, Minghua Deng^, Jianqiang Huang and Xian-Sheng Hua "A Statistical Approach to Mining Semantic Similarity For Deep Unsupervised Hashing", ACMMM 2021

• Chong Chen, Changjing Wu, Linjie Wu, Xiaochen Wang, Minghua Deng and Ruibin Xi "scRMD: Imputation for single cell RNA-seq data via robust matrix decomposition", Bioinformatics 2020

• Chong Chen, Nan Lin and Ruibin Xi "Community detection by L0-penalized graph Laplacian", Electronic Journal of Statistics 2018

• Huili Yuan, Ruibin Xi, Chong Chen and Minghua Deng "Differential network analysis via lasso penalized D-trace loss", Biometrika 2017

Awards

• 2018. President Scholarship, Peking University

• 2017. China National Scholarship

• 2015-2018. Excellent scientific research, Peking University

• 2014. Outstanding Student, Peking University

• 2009. Sliver medal, Chinese Mathematical Olympiad

Academic Services

Paper Review

PC Member/Conference Reviewer for ICCV, NeurIPS, AAAI, IJCAI, KDD, ACMMM, ICLR, SDM, TNNLS.

Experience

Terminus Group, Research Scientist(2023.2 - present)

Major work: Leading a team for application and efficient inference of large language models. I also lead a team of innovative intelligence in robotics of Terminus.

Alibaba, DAMO Academy, Algorithm Expert(2019.9 - 2023.1)

Major work: Developing large-scale image indexing and clustering algorithms, Leading a research group of interns in computer vision and data mining.

JP Morgan, QR Beijing, Quantitative Researcher(Intern) (2018.6 - 2018.12)

Major work: Developing models to predict the loan interest rates for mortgage back securities.

Harvard Medicial School, Visiting Student (2017.9 - 2017.12)

Major work: Building models for the imputation of single-cell RNA-seq data.

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