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


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

Professional Services

Useful Links

Academic Countdown