About

I am a graduate student at University of Wisconsin–Madison.
Previously, I was lucky to have the opportunities to work with Prof. Chu-Song Chen at Institute of Information Science, Academia Sinica.
I have broad interests in Computer Vision and Deep Learning. In particular, I am interested in multi-task neural network, efficient object detection, model pruning, and continuous learning. More details, please see my CV (updated: January 2021).

Publications

Merging Well-Trained Deep CNN Models for Efficient Inference
Cheng-En Wu, Jia-Hong Lee, Timmy ST Wan, Yi-Ming Chan, Chu-Song Chen
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2020
Extending Conditional Convolution Structures For Enhancing Multitasking Continual Learning
*Cheng-Hao Tu, *Cheng-En Wu, Chu-Song Chen
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2020
Compacting, Picking and Growing for Unforgetting Continual Learning
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, Chu-Song Chen
Conference on Neural Information Processing Systems (NeurIPS), 2019
IMMVP: An Efficient Daytime and NighttimeOn-Road Object Detector
Cheng-En Wu, Yi-Ming Chan, Chien-Hung Chen, Wen-Cheng Chen, Chu-Song Chen
IEEE International Workshop on Multimedia Signal Processing (MMSP), 2019
On Merging MobileNets for Efficient Multitask Inference
Cheng-En Wu, Yi-Ming Chan, Chu-Song Chen
IEEE International Symposium on high Performance Computer Architecture (HPCA) Workshop, 2019
Traffic pattern modeling, trajectory classification and vehicle tracking within urban intersections
Cheng-En Wu, Wen-Yen Yang, Hai-Che Ting, Jia-Shung Wang
IEEE International Smart Cities Conference (ISC2), 2017

Work Experience


Academia Sinica
Research Assistant
Mar. 2018 - Aug. 2020
Taipei, Taiwan

MediaTek Inc.
Software Engineer
Mar. 2017 - Mar. 2018
Hsinchu, Taiwan

Realtek Inc.
Software Engineer
Dec. 2016 - Mar. 2017
Hsinchu, Taiwan

GOTrust Technology Inc.
Software Engineer
Jan. 2014 - Jun. 2014
Taichung, Taiwan

Education



National Tsing Hua University
M.S. in Computer Science


National Taiwan University of Science and Technology
B.S. in Electrical and Computer Engineering