Chun-Yi Lee

Chun-Yi Lee Email and Phone Number

Full Professor @ National Taiwan University
Taiwan
Chun-Yi Lee's Location
Taipei, Taipei City, Taiwan, Taiwan, Province of China
Chun-Yi Lee's Contact Details

Chun-Yi Lee personal email

About Chun-Yi Lee

Chun-Yi Lee is a Professor in the Department of Computer Science and Information Engineering at National Taiwan University (NTU), Taipei, Taiwan, and the supervisor of Elsa Lab. He received his B.S. and M.S. degrees from National Taiwan University in 2003 and 2005, respectively, and his M.A. and Ph.D. degrees from Princeton University, Princeton, NJ, USA, in 2009 and 2013, respectively, all in Electrical Engineering. Prof. Lee joined the Department of Computer Science at NTHU as an Assistant Professor in 2015. He was promoted to Associate Professor in 2019 and to full Professor in 2023. In 2024, Prof. Lee joined the Department of Computer Science and Information Engineering at National Taiwan University. Prior to 2015, he served as a senior engineer at Oracle America, Inc. in Santa Clara, CA, USA, from 2012 to 2015. Prof. Lee founded Elsa Lab in 2015. Under his leadership, Elsa Lab has garnered several prestigious awards from global robotics and AI challenges.Prof. Lee's research primarily focuses on deep reinforcement learning (DRL), intelligent robotics, computer vision (CV), and parallel computing systems. His contributions include developing key deep learning methodologies for intelligent robotics, such as sim-to-real and real-to-sim training, transfer techniques for robotic policies, digital twins, scene coordinate regression approaches, and domain adaptation techniques for semantic segmentation models. He has also advanced exploration approaches for DRL agents, multi-agent reinforcement learning (MARL) techniques, generative modeling methodologies, as well as autonomous navigation strategies. His work has been published at major AI conferences such as NeurIPS, CVPR, IJCAI, AAMAS, ICLR, ICML, ECCV, BMVC, CoRL, ICRA, IROS, GTC, MVA, and others. Additionally, his research appears in top AI journals, including IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Journal of Machine Learning Research (JMLR), and ACM Transactions on Evolutionary Learning and Optimization (TELO). In the realm of parallel systems, Prof. Lee has introduced innovative GPU enhancement methodologies to improve efficiency. His work in this area has been published in IEEE Transactions on Very Large Scale Integration Systems (TVLSI), IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), the Design Automation Conference (DAC), the Asia and South Pacific Design Automation Conference (ASP-DAC), and International Conference on Computer Design (ICCD).

Chun-Yi Lee's Current Company Details
National Taiwan University

National Taiwan University

View
Full Professor
Taiwan
Website:
ntu.edu.tw
Employees:
6523
Chun-Yi Lee Work Experience Details
  • National Taiwan University
    Full Professor
    National Taiwan University
    Taiwan
  • National Taiwan University
    Full Professor
    National Taiwan University Aug 2024 - Present
  • National Tsing Hua University
    Full Professor Of Computer Science
    National Tsing Hua University Aug 2023 - Jul 2024
    No. 101, Sec. 2, Kuang-Fu Road, Hsinchu City, Taiwan
  • National Tsing Hua University
    Associate Professor Of Computer Science
    National Tsing Hua University Aug 2019 - Jul 2023
    No. 101, Sec. 2, Kuang-Fu Road, Hsinchu City, Taiwan
  • National Tsing Hua University
    Assistant Professor Of Computer Science
    National Tsing Hua University Aug 2015 - Jul 2019
    No. 101, Sec. 2, Kuang-Fu Road, Hsinchu City, Taiwan
  • Oracle
    Senior Hardware Engineer
    Oracle Aug 2012 - Aug 2015
    Santa Clara, California
  • Princeton University
    Research Assistant
    Princeton University Sep 2007 - Aug 2012
    Princeton, New Jersey
  • Tensilica
    Summer Intern
    Tensilica Jun 2011 - Sep 2011
  • Himax
    Summer Intern
    Himax Jun 2005 - Sep 2005

Chun-Yi Lee Skills

C++ Perl Verilog Matlab Linux/unix Algorithms Computer Architecture High Performance Computing Simulations Computer Science Emerging Technologies Deep Learning Machine Learning Robotics Parallel Computing Embedded Systems Reinforcement Learning Computer Vision Parallel Programming Cpu Design Cache Coherency

Chun-Yi Lee Education Details

Frequently Asked Questions about Chun-Yi Lee

What company does Chun-Yi Lee work for?

Chun-Yi Lee works for National Taiwan University

What is Chun-Yi Lee's role at the current company?

Chun-Yi Lee's current role is Full Professor.

What is Chun-Yi Lee's email address?

Chun-Yi Lee's email address is cy****@****ail.com

What schools did Chun-Yi Lee attend?

Chun-Yi Lee attended Princeton University, National Taiwan University, National Taiwan University, Chien-Kuo Senior High.

What skills is Chun-Yi Lee known for?

Chun-Yi Lee has skills like C++, Perl, Verilog, Matlab, Linux/unix, Algorithms, Computer Architecture, High Performance Computing, Simulations, Computer Science, Emerging Technologies, Deep Learning.

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