Introduction

I got my bachelor's degree from XiDian University in 2020. During 2020-2023, I was pursuing my master's degree in Computer Science at NanKai University. In June 2023, I started my career at ByteDance as a Software Engineer and focused on Algorithms Engine Development.

Skill Sets

My skill sets mainly revolve around Applied Machine Learning. Especially, I am familiar with developing and deploying computer vision algorithms based on deep learning (DL) models.

  • DL Model Development

    I have been using Python and PyTorch for DL research and development for over four years. I am proficient in deep learning and computer vision techniques and I have published papers in top journal (TPAMI) and top conference (CVPR) as the first author.

  • DL Model Deployment

    I am quite familiar with C++ for model acceleration and I am experienced in DL deployment workflow with Ali MNN, Apple coreML, Huawei NNIE, etc., from real company projects. I am now dedicating myself to Algorithms Engine Development at ByteDance.

Publications

  • Feng, Tinglei, Yingjie Zhai, Jufeng Yang, Jie Liang, Deng-Ping Fan, Jing Zhang, Ling Shao, and Dacheng Tao. "IC9600: A Benchmark Dataset for Automatic Image Complexity Assessment." TPAMI, 2022.

  • Feng, Tinglei, Jiaxuan Liu, Jufeng Yang. " Probing Sentiment-Oriented Pre-Training Inspired by Human Sentiment Perception Mechanism." CVPR, 2023.

Contact Me

Address
HaiDian, Beijing, China
Email
tinglyfeng@gmail.com