Mingxuan Sun

Mingxuan Sun

Assistant Professor

3272S Patrick F. Taylor Hall

Louisiana State University
Baton Rouge, LA 70803

Phone: 225 578 2882
msun@csc.lsu.edu

 

Educational Background

Ph.D. in Computer Science, Georgia Institute of Technology, Atlanta, Georgia, 2012

M.Sc. in Computer Science, University of Kentucky, Lexington, Kentucky, 2006

 B.Sc. in Computer Science, Zhejiang University, Hangzhou, China, 2004

 

Research Interests

Machine Learning, Information Retrieval, and Data Mining

 

Teaching Responsibilities

CSC 3730: Machine learning and Data Analytics
CSC 4402: Introduction to Database Management Systems

 

Selected Publications

Jin Shang, Mingxuan Sun, and Nina Lam, List-wise fairness criterion for point processes, in Proc. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Aug. 2020.

Zihan Zhou, Mingxuan Sun, and Jianhua Chen, A model-agnostic approach for explaining the predictions on clustered data, in Proc. IEEE International Conference on Data Mining (ICDM), Nov. 2019.

Jin Shang and Mingxuan Sun, Geometric Hawkes processes with graph convolutional recurrent neural networks, in Proc. AAAI Conference on Artificial Intelligence (AAAI), Jan. 2019.

Jin Shang and Mingxuan Sun, Local low-rank Hawkes processes for temporal user-item interactions, in Proc. IEEE International Conference on Data Mining (ICDM), Singapore, Nov. 2018.

Jin Shang, Mingxuan Sun, and Kevyn Collins-Thompson, Demographic inference via knowledge transfer in cross-domain recommender systems, in Proc. IEEE International Conference on Data Mining (ICDM), Singapore, Nov. 2018.

 

Awards and Honors

NSF CAREER Award, 2020

 

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