Experience
Intelligent Automotive Driving BU, Huawei Co, Ltd
Engineer, Jul. 2020 to Jul. 2021
Topic: (1) Intelligent Self-Calibration for Cars with Generative Modelingp; (2) Parking Slots Detection with Surrounding Camera Views
Rhino Bird Elite Program, AI Lab, Tencent
Research Intern
Topic: Supervised Pose Estimation and 3D Mesh Recovery from 2D Images
AI Lab, NetEase Games
Research Intern
Topic: (1) Develop Machine Players for NiShuiHan (MMORPG) Game to Improve the Interests of the Gamers; (2) Imitation Learning on Atari 2600 Games (Pixel based Imitation)
Patents
A Generative Adversarial Nets based Intelligent Self Calibration Method for EPS System in Cars
Kaifeng Zhang
PCT Patent PCT/CN2021/093935
Work Done at Huawei.
This patent introduce a novel generative adversarial nets based approach to clibrate the steering systems of the cars (EPS).
We combine trajectory matching, GANs, and a pre-trained neural network to learn the parameters of the EPS system with the aim of
making the steering feeling similar to some calibrated cars.
Academic Services
Reviewer: ICML'2022-2024, NeurIPS'2022-2023, ICLR'2024
Honors & Awards
Outstanding Graduate Award at Provincial Level, 2017
Third Prize in RoboMaster Robotics Regional Competition, 2016
Second Provincial Prize in China Mathematical Contest in Modeling (CUMCM), 2015
First Prize in China Undergraduate Mathematical Contest (CMC), 2014
Merit or Pacemaker Award for Undergraduate Students x 3, 2014, 2015, 2016
Scholarships
Academic Scholarship for Graduate Students in Nanjing University × 2, 2018, 2019
YingCai Scholarship for Graduate Students, 2018
Merit Scholarship for Graduate Students in Nanjing University, 2017
Grade 89 Alumni Scholarship (top 5 in school of information science), 2015
Academic Scholarship for Undergraduate Students × 6 (Every Semester), 2014, 2015, 2016
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