Guang Chen

ByteDance

Research Engineer 06/2021 – present | San Jose, CA USA

JD.COM

Research Scientist 08/2019 – 05/2021 | Mountain View, CA USA

JD.COM

Research Intern 01/2019 – 05/2019 | Mountain View, CA USA

Tempus Labs

Imaging Science Intern 06/2018 – 08/2018 | Chicago, IL USA

NVIDIA

Deep Learning Intern 06/2017 – 01/2018 | Beijing, China

University of Missouri

Doctor of Philosophy in Computer Science 2015 – 2021 | Columbia, MO USA

University of Missouri

Master of Science in Electrical Engineering 2012 – 2015 | Columbia, MO USA

China University of Mining and Technology

Bachelor of Science in Optical Information Science and Technology 2007 – 2011 | Xuzhou, Jiangsu Province China

LOVEU@CVPR’22 Track 2: Generic Event Boundary Captioning

2022 | 1st Place

My Overall Performance

2017 – 2018 | Competitions Master | Highest Rank: 176th of 82,729 | Top 0.22% worldwide

Google Landmark Recognition Challenge

Rank: 9th of 483 | Top 2% 2018 | Gold medal

Carvana Image Masking Challenge

Rank: 12th of 735 | Top 2% 2017 | Silver medal

Cdiscount’s Image Classification Challenge

Rank: 15th of 627 | Top 3% 2017 | Silver medal

The Nature Conservancy Fisheries Monitoring

Rank: 16th of 2,293 | Top 1% 2017 | Silver medal

Google Landmark Retrieval Challenge

Rank: 22nd of 218 | Top 11% 2018 | Silver medal

Statoil/C-CORE Iceberg Classifier Challenge

Rank: 28th of 3,343 | Top 1% 2018 | Silver medal

Member of Upsilon Pi Epsilon Honor Society

2016 – present

Outstanding Student Scholarship from School of Science, China University of Mining and Technology

2008, 2011

Best Goalkeeper in the Anshan-Yizhong Cup Football League

2006

First-Class prize in Liaoning Division in the Chinese Physics Olympiad (CPhO)

2004

First-Class prize in the National Olympiad in Informatics in Provinces (NOIP)

2003

Processing Method and Apparatus, Electronic Device and Medium

Guang Chen, Longyin Wen, Yufei Wang. 10/2023 | US Patent 11792494

Processing Method, Terminal Device, and Medium

Yufei Wang, Xiaojie Li, Longyin Wen, Xinyao Wang, Guang Chen, Ye Yuan. 07/2023 | US Patent 11706505

System and Method for Video-Based Pig Counting in the Crowd

Shiwen Shen, Guang Chen, Longyin Wen, Si Luo, Liefeng Bo. 03/2022 | US Patent 11263454

MoS²: Mixture of Scale and Shift Experts for Text-Only Video Captioning

Heng Jia, Yunqiu Xu, Linchao Zhu, Guang Chen, Yufei Wang, Yi Yang ACM Multimedia, 2024

Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model

Lu Xu, Sijie Zhu, Chunyuan Li, Chia-Wen Kuo, Fan Chen, Xinyao Wang, Guang Chen, Dawei Du, Ye Yuan, Longyin Wen arXiv preprint, arXiv:2406.10484, 2024.

Text with Knowledge Graph Augmented Transformer for Video Captioning

Xin Gu, Guang Chen, Yufei Wang, Libo Zhang, Tiejian Luo, Longyin Wen IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023

Dual-Stream Transformer for Generic Event Boundary Captioning

Xin Gu, Hanhua Ye, Guang Chen, Yufei Wang, Libo Zhang, Longyin Wen arXiv preprint, arXiv:2207.03038, 2022

Transformer for Tree Counting in Aerial Images

Guang Chen, Yi Shang Remote Sensing, 2022

Data Augmentation for Object Detection via Differentiable Neural Rendering

Guanghan Ning, Guang Chen, Chaowei Tan, Si Luo, Liefeng Bo, Heng Huang arXiv:2103.02852, 2021

Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering

Guang Chen, Shiwen Shen, Longyin Wen, Si Luo, and Liefeng Bo International Conference on Robotics and Automation Virtual Conference (ICRA), 2020

Adaptive Saliency Biased Loss for Object Detection in Aerial Images

Sun, Peng, Guang Chen, and Yi Shang IEEE Transactions on Geoscience and Remote Sensing, 2020

Automatic Fish Classification System Using Deep Learning

Guang Chen, Peng Sun, and Yi Shang 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, 2017