Scholar
Mingchao Liang
Google Scholar ID: lr-LgboAAAAJ
University of California, San Diego
Citations & Impact
Citations
147
H-index
6
i10-index
4
Publications
15
Co-authors
3
list available
Resume (English only)
Academic Achievements
- Received the Qualcomm Innovation Fellowship
- Published Paper: 'Message Passing for Track-Before-Detect', arXiv preprint, 2025
- Published Paper: 'Bayesian Multiobject Tracking with Neural-Enhanced Motion and Measurement Models', arXiv preprint, 2025
- Published Paper: 'Direct Multipath-Based SLAM', IEEE Transactions on Signal Processing, 2025
- Published Paper: 'Neural Enhanced Belief Propagation for Multiobject Tracking', IEEE Transactions on Signal Processing, 2023
- Published Paper: 'A BP Method for Track-Before-Detect', IEEE Signal Processing Letters, 2023
- Published Paper: 'Neural Enhanced Belief Propagation for Cooperative Localization', IEEE Statistical Signal Processing Workshop, 2021
Research Experience
- Worked as a Research Scientist at Meta. During his Ph.D., he focused on research in machine learning and statistical signal processing algorithms.
Background
- Research Interests: Machine learning and statistical signal processing algorithms for machine perception problems. Currently a Research Scientist at Meta.
