Fangchen Liu

M.S. at UC San Diego

About Me

Hi, I'm is Fangchen Liu. The Chinese meaning of my name is keeping great moments in your mind.

I am a first-year M.S. Candidate at Computer Science Department in UC San Diego, advised by Prof. Hao Su. Before that, I received the B.S. in Computer Science from Peking University in 2018 with honor, and worked with Prof. Yizhou Wang and Dr. Bo Xin on reinforcement learning and multi-agent systems.

Education

Computer Science and Engineering, University of California, San Diego

Sep. 2018 - Dec. 2019 (Expected)

Master of Science

Department of Computer Science, Peking University

Sep. 2014 - Jul. 2018

Bachelor of Science

Publications

(* indicates equal contribution)

  • B. Sun, N. Tsai, F. Liu, R. Yu, H. Su.
    Adversarial Defense by Stratified Convolutional Sparse Coding
    CVPR, 2019.
  • X. Kong, F. Liu*, B. Xin*, Y. Wang.
    Effective Master-Slave Communication On A Multi-Agent Deep Reinforcement Learning System.
    Accepted to Hierarchical Reinforcement Learning Workshop at NIPS, 2017.
  • X. Kong, F. Liu*, B. Xin*, Y. Wang.
    Revisiting the Master-slave Architecture in Multi-agent Deep Reinforcement Learning. ArXiv: 1712.07305
  • F. Yu, W. Xian, Y. Chen, F. Liu, M. Liao, V. Madhavan, T. Darrell.
    A Driving Video Database with Scalable Annotation Tooling. ArXiv: 1805.04687
  • Experience

  • Microsoft Research Asia
    Research Intern, Visual Computing Group
    Sep. 2017 - Mar. 2018, Beijing, China
  • SenseTime Group Limited
    Research Intern, Face Detection and Recognition Group
    Sep. 2016 - Mar. 2017, Beijing, China
    Worked on face set recognition and memory networks. Some results were integrated into the company's deep learning framework and products.
  • Fangchen Liu All rights reserved. © 2018