Home     Blog
Chen LiuPhD Candidate EPFL IINFCOM IVRL BC 366 (Bâtiment BC) Station 14, Lausanne, Switzerland Email: chen.liu |
![]() |
Welcome to my homepage! I am a PhD candidate at the School of Computer and Communication Sciences (IC), École Polytechnique Fédérale de Lausanne (EPFL), supervised by Prof. Sabine Süsstrunk and co-supervised by Dr. Mathieu Salzmann. Previously, I obtained my Master Degree from École Polytechnique Fédérale de Lausanne (EPFL) in 2017 and Bachelor Degree from Tsinghua University in 2015, both in Computer Science. I am very fortunate to be supported by Microsoft Research PhD Scholarship Programme from September 2017 to April 2019, working with Dr. Ryota Tomioka from Microsoft Research Cambridge. From February to August 2017, I worked at Swisscom Digital Lab in Lausanne, Switzerland and completed my Master Thesis there. From July 2016 to February 2017, I did a research internship at Siemens Healthineers in Princeton, New Jersey, USA. My research focus is on machine learning and optimization. I am particularly interested in deep learning, from theoretical understanding to practical applications. I am currently working on algorithms to build robust deep learning models that are certifiable, scalable and efficient. |
||||||||||||||
EducationÉcole Polytechnique Fédérale de Lausanne (EPFL)Lausanne, Switzerland Doctor of Philosophy in Computer Science Sep 2017 - Topic: Training and Tuning Deep Neural Networks: Faster, Stronger and Better École Polytechnique Fédérale de Lausanne (EPFL)Lausanne, Switzerland Master of Science in Computer Science Sep 2015 - Aug 2017 GPA: 5.73/6.00   Transcript Tsinghua UniversityBeijing, P. R. China Bachelor of Engineering in Computer Science Aug 2011 - Jul 2015 GPA: 91.34/100.00   Transcript   Rank: 9/123 |
||||||||||||||
PublicationsPreprint
Refereed Conference Papers
Patent
|
||||||||||||||
Awards
|
||||||||||||||
Last Update: September 2020Page views since June 2019 |