Yujie He is currently a Master student in Robotics at École polytechnique fédérale de Lausanne (EPFL), Switzerland. Before that, I received my Bachelor’s Degree in Mechanical Engineering (Mechatronics Track) with Excellent Graduate Honor in 2020 from Tongji University, Shanghai, China.
“Diversity is essential to happiness” from Philosopher Bertrand Russell is my life motto, which inspires me to explore the interdisciplinary realm of robots and computer vision through industrial internship and research exploration. Since Feb 2022, I have been a research assistant at Computer Vision Lab (CVL), ETH Zürich, focusing on exploiting dense correspondence networks for visual object segmentation under the supervision of Dr. Martin Danelljan and Prune Truong.
During my master studies, I have also honored to work on multi-modal pedestrian behavior analysis for robot crowd navigation of CrowdBot project supervised by Diego Paez-Granados at LASA, EPFL from Oct 2021 to Mar 2022 and vision-based navigation for drone delivery project supervised by Valentin Wüest and Dr. Przemyslaw Kornatowski at LIS, EPFL. Previously, I worked on visual tracking for unmanned aerial vehicles supervised by Prof. Changhong Fu in Vision4Robotics Group during my bachelor study.
My current research interests are mostly focused on incorporating cutting-edge machine learning approaches into visual perception for robots. In addition, I am collaborating closely with Prof. Peng Lu from ArcLab @ HKU and Dr. Kai Sun from Hesai Technology.
For more info, please refer to the latest CV here.
2022
Jun 30, 2022: My work at LASA as second author accepted by IROS’22.
Apr 1, 2022: I am honored to be selected as summer research assistant at CCVL group @ JHU !
Feb 21, 2022: I start work as a semester research student at Image Communication and Understanding Group, Computer Vision Lab (CVL), ETH Zürich !
Jan 14, 2022: I will work as a Student Research Assistant (HiWi) in Robotics at RobotX Center, ETHZ in 2022 Spring Semester !
2021
Oct 11, 2021: I start work as a research assistant at Learning Algorithms and Systems Laboratory (LASA), EPFL !
Jul 9, 2021: Unforgettable week in ETH Zürich Robotics Summer School at Wangen an der Aare
May 30, 2021: My third virtual conference–ICRA’21.
Feb 28, 2021: Our paper MULLS accepted by ICRA’21 with strong recommendation from reviewers.
Feb 22, 2021: I start work as a semester research student at Laboratory of Intelligent Systems (LIS), EPFL !
2020
Oct 25, 2020: My second virtual conference–IROS’20.
Oct 13, 2020: I’ll be a graduate research assistant at VITA !
Sep 25, 2020: First birthday in Lausanne 🥳
Sep 07, 2020: Our paper TB-BiCF accepted by IEEE Transactions on Circuits and Systems for Video Technology.
Jul 01, 2020: Our paper TACF accepted by IROS’20.
Jun 15, 2020: Awarded as Excellent Graduate of Shanghai.
May 31, 2020: My first virtual conference–ICRA’20.
👉 See details
Jan 21, 2020: Our paper BiCF accepted by ICRA’20.
👉 See details
Jan 07, 2020: Our paper MKCT accepted by Neural Computing and Applications.
2019
Our paper ‘Sample Purification-Aware Correlation Filters for UAV Tracking with Cooperative Deep Features’ is accepted by the Workshop on Fast Neural Perception and Learning for Intelligent Vehicles and Robotics and won the Best Poster Award! 👉 See details
Nov 04, 2019: Our paper SPCF won the Best Poster Award in the IROS Workshop.
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