Kuang-Hung Liu

According to our database, Kuang-Hung Liu authored at least 12 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AutoML for Large Capacity Modeling of Meta's Ranking Systems.

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale.

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape.

Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape.

Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen

CoRR, 2023

2022

Relational Learning with Variational Bayes.

Kuang-Hung Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Information-theoretic sensor planning for large-scale production surveillance via deep reinforcement learning.

Ashutosh Tewari, Kuang-Hung Liu, Dimitri J. Papageorgiou

Comput. Chem. Eng., 2020

2019

Reinforcement Learning - Overview of recent progress and implications for process control.

Joohyun Shin, Thomas A. Badgwell, Kuang-Hung Liu, Jay H. Lee

Comput. Chem. Eng., 2019

2012

Synthetic Aperture Radar Autofocus Based on a Bilinear Model.

Kuang-Hung Liu, Ami Wiesel, David C. Munson

IEEE Trans. Image Process., 2012

2011

Maximum likelihood SAR autofocus with low-return region.

Kuang-Hung Liu, Ami Wiesel, David C. Munson

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Synthetic Aperture Radar autofocus via Semidefinite Relaxation.

Kuang-Hung Liu, Ami Wiesel, David C. Munson

Proceedings of the IEEE International Conference on Acoustics, 2010

2008

Autofocus in multistatic passive SAR imaging.

Kuang-Hung Liu, David C. Munson

Proceedings of the IEEE International Conference on Acoustics, 2008

Fourier-domain Multichannel Autofocus for synthetic aperture radar.

Kuang-Hung Liu, David C. Munson

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008