Mingchao Liang

I am a Research Scientist at Meta. Before that, I earned my Ph.D. in Electrical and Computer Engineering at the University of California, San Diego under the supervision of Prof. Florian Meyer and close collaboration with Prof. Bhaskar D. Rao. My doctoral research focuses on machine learning and statistical signal processing algorithms for machine perception problems.
During my Ph.D., I was honored to receive the Qualcomm Innovation Fellowship. I also hold a B.Eng. in Electronic Engineering from the Chinese University of Hong Kong.
Selected Publications
- arXiv
- arXivBayesian Multiobject Tracking with Neural-Enhanced Motion and Measurement ModelsarXiv preprint arXiv:2506.18124, 2025
- IEEE TSP
- IEEE SPL