Kuang-Hung Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 9

Top Topics

Information Theory

Reinforcement Learning

Euclidean Geometry

Search Results Clustering

Top Venues

WWW (Companion Volume)

Comput. Chem. Eng.

Publications

Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen
SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape. KDD (2024)
Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen
AutoML for Large Capacity Modeling of Meta's Ranking Systems. WWW (Companion Volume) (2024)
Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. WWW (Companion Volume) (2024)
Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape. CoRR (2023)
Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. CoRR (2023)
Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen
AutoML for Large Capacity Modeling of Meta's Ranking Systems. CoRR (2023)
Kuang-Hung Liu
Relational Learning with Variational Bayes. ICLR (2022)
Ashutosh Tewari, Kuang-Hung Liu, Dimitri J. Papageorgiou
Information-theoretic sensor planning for large-scale production surveillance via deep reinforcement learning. Comput. Chem. Eng. 141 (2020)
Joohyun Shin, Thomas A. Badgwell, Kuang-Hung Liu, Jay H. Lee
Reinforcement Learning - Overview of recent progress and implications for process control. Comput. Chem. Eng. 127 (2019)
Kuang-Hung Liu, Ami Wiesel, David C. Munson
Synthetic Aperture Radar Autofocus via Semidefinite Relaxation. IEEE Trans. Image Process. 22 (6) (2013)
Kuang-Hung Liu, Ami Wiesel, David C. Munson
Synthetic Aperture Radar Autofocus Based on a Bilinear Model. IEEE Trans. Image Process. 21 (5) (2012)
Kuang-Hung Liu, David C. Munson
Fourier-Domain Multichannel Autofocus for Synthetic Aperture Radar. IEEE Trans. Image Process. 20 (12) (2011)
Kuang-Hung Liu, Ami Wiesel, David C. Munson
Maximum likelihood SAR autofocus with low-return region. ICASSP (2011)
Kuang-Hung Liu, Ami Wiesel, David C. Munson
Synthetic Aperture Radar autofocus via Semidefinite Relaxation. ICASSP (2010)
Kuang-Hung Liu, David C. Munson
Fourier-domain Multichannel Autofocus for synthetic aperture radar. ACSCC (2008)
Kuang-Hung Liu, David C. Munson
Autofocus in multistatic passive SAR imaging. ICASSP (2008)