| Reinforcement learning–overview of recent progress and implications for process control J Shin, TA Badgwell, KH Liu, JH Lee Computers & Chemical Engineering 127, 282-294, 2019 | 250 | 2019 |
| Reinforcement learning–overview of recent progress and implications for process control TA Badgwell, JH Lee, KH Liu Computer Aided Chemical Engineering 44, 71-85, 2018 | 57 | 2018 |
| Fourier-domain multichannel autofocus for synthetic aperture radar KH Liu, DC Munson IEEE transactions on image processing 20 (12), 3544-3552, 2011 | 43 | 2011 |
| Synthetic aperture radar autofocus via semidefinite relaxation KH Liu, A Wiesel, DC Munson IEEE transactions on image processing 22 (6), 2317-2326, 2013 | 42 | 2013 |
| Synthetic aperture radar autofocus based on a bilinear model KH Liu, A Wiesel, DC Munson IEEE Transactions on image Processing 21 (5), 2735-2746, 2012 | 38 | 2012 |
| Blind-source separation of seismic signals based on information maximization KH Liu, WH Dragoset Geophysics 78 (4), V119-V130, 2013 | 22 | 2013 |
| Adaptive pid controller tuning via deep reinforcement learning TA Badgwell, KH Liu, NA Subrahmanya, MH Kovalski US Patent 10,915,073, 2021 | 18 | 2021 |
| Training machine learning systems for seismic interpretation KH Liu, H Denli, CJ Macdonald US Patent 11,320,551, 2022 | 12 | 2022 |
| Autofocus in multistatic passive SAR imaging KH Liu, DC Munson 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008 | 11 | 2008 |
| Automated seismic interpretation systems and methods for continual learning and inference of geological features H Denli, KH Liu, MH Kovalski, VMSOM DE CERFF, CJ Macdonald, ... US Patent 11,521,122, 2022 | 10 | 2022 |
| Machine learning-augmented geophysical inversion H Denli, KH Liu US Patent 11,609,352, 2023 | 9 | 2023 |
| Information-theoretic sensor planning for large-scale production surveillance via deep reinforcement learning A Tewari, KH Liu, D Papageorgiou Computers & Chemical Engineering 141, 106988, 2020 | 5 | 2020 |
| Multimodel adaptive subtraction with regularized parameter selection via generalized information criterion KH Liu, C Kostov Geophysics 80 (3), V33-V45, 2015 | 4 | 2015 |
| Maximum likelihood SAR autofocus with low-return region KH Liu, A Wiesel, DC Munson 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 4 | 2011 |
| Rankitect: Ranking architecture search battling world-class engineers at meta scale W Wen, KH Liu, I Fedorov, X Zhang, H Yin, W Chu, K Hassani, M Sun, ... Companion Proceedings of the ACM on Web Conference 2024, 73-82, 2024 | 3 | 2024 |
| AutoML for Large Capacity Modeling of Meta's Ranking Systems H Yin, KH Liu, M Sun, Y Chen, B Zhang, J Liu, V Sehgal, RR Panchal, ... Companion Proceedings of the ACM on Web Conference 2024, 374-382, 2024 | 3 | 2024 |
| A linear algebraic framework for autofocus in synthetic aperture radar KH Liu University of Michigan, 2011 | 3 | 2011 |
| Data augmentation for seismic interpretation systems and methods H Denli, KH Liu, CJ Macdonald US Patent 11,397,272, 2022 | 2 | 2022 |
| Methods and systems for field development decision optimization KH Liu, MH Kovalski, MS Cheon, X Wu US Patent App. 16/785,855, 2020 | 2 | 2020 |
| Multi-model seismic processing operation KH Liu, C Kostov US Patent App. 14/283,839, 2015 | 2 | 2015 |
