Home Page – Cheng-Yang Fu

Bio

I am a research scientist at Facebook AI Applied Research(FAIAR). I completed my Ph.D. at UNC Chapel Hill with Prof. Alex C. Berg on 2019 May. From Oct. 2011 to Jun. 2014, I worked as a research assistant at Academia Sinica in Taiwan with Dr. Tyng-Luh Liu. In 2010, I received my B.S. and M.S. in Computer Science from National Tsing Hua University under the supervision of Prof. Ren-Song Tsay. My previously research interests were multi-core simulation and embedded system, but now I am more interested in and totally committed to computer vision and deep learning.

Google Scholar, Resume

Experience

	2020-09 ~ Now	Research Scientist
	2014-08 ~ 2019-06	Research Assistant / Ph.D. Student
	2018-05 ~ 2018-08	Research Intern
	2017-05 ~ 2017-08	Software Engineer Intern
	2016-05 ~ 2016-08	Research Scientist Intern
	2011-10 ~ 2011-08	Research Assistant
	2004-09 ~ 2010-06	B.S and M.S.

Conference and Workshop Publications

	IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things [arXiv] Cheng-Yang Fu, Tamara L. Berg, and Alexander C. Berg ICCV 2019
	RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free [arXiv] [github] Cheng-Yang Fu, Mykhailo Shvets, and Alexander C. Berg arXiv preprint arXiv:1901.03353
	Target Driven Instance Detection [arXiv] [github] Phil Ammirato, Cheng-Yang Fu, Mykhailo Shvets, Jana Kosecka and Alexander C. Berg arXiv preprint arXiv:1803.04610
	Video Highlight Prediction Using Audience Chat Reactions [arXiv] [Code/Dataset] Cheng-Yang Fu, Joon Lee, Mohit Bansal and Alexander C. Berg EMNLP 2017
	DSSD : Deconvolutional Single Shot Detector [arXiv] [demo] Cheng-Yang Fu, Wei Liu, Ananth Ranga, Ambrish Tyagi, and Alexander C. Berg arXiv preprint arXiv:1701.06659, *=Equal Contribution
	Fast Single Shot Detection and Pose Estimation [arXiv] Patrick Poirson, Phil Ammirato, Cheng-Yang Fu, Wei Liu, Jana Kosecka, and Alexander C. Berg 3DV 2016
	SSD: Single Shot MultiBox Detector [arXiv] [code] Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C. Berg ECCV 2016 (oral)
	Attacking the One-Out-Of-m Multicore Problem by Combining Hardware Management with Mixed-Criticality Provisioning [pdf] [longer version pdf] Namhoon Kim, Bryan C. Ward, Micaiah Chisholm, Cheng-Yang Fu, James H. Anderson, and F. Donelson Smith. RTAS 2016 Outstanding Paper Award and Best Student Paper Award
	A High-Parallelism Distributed Scheduling Mechanism for Multi-Core Instruction-Set Simulation [pdf] Meng-Huan Wu, Peng-Chih Wang, Cheng-Yang Fu, and Ren-Song Tsay DAC 2011
	A Shared-Variable-Based Synchronization Approach to Efficient Cache Coherence Simulation for Multi-Core Systems [pdf] Cheng-Yang Fu, Meng-Huan Wu, and Ren-Song Tsay DATA 2011
	An Effective Synchronization Approach for Fast and Accurate Multi-core Instruction-set Simulation [pdf] Meng-Huan Wu, Cheng-Yang Fu, Peng-Chih Wang, and Ren-Song Tsay EMSOFT 2009