Wenzheng Zeng 曾文正

I am a first year PhD student at National University of Singapore (NUS), affiliated with the Department of Computer Science and Show Lab, co-supervised by Prof. Hwee Tou Ng and Prof. Mike Zheng Shou. I received my B.Eng and M.Phil degree from Huazhong University of Science and Technology (HUST), working with Prof. Yang Xiao and Prof. Zhiguo Cao, and also collaborating with Dr. Joey Tianyi Zhou and Prof. Junsong Yuan.

My research interests mainly focus on computer vision, particularly in detection and segmentation in both space and time. Recently, I work on video-language modeling.

My hust.edu.cn email has expired since 2024.9. Feel free to contact me via [wenzhengzeng@u.nus.edu] or [zengwenzheng126@126.com].

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Publications

CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner
Tingbing Yan, Wenzheng Zeng#, Yang Xiao#, Xingyu Tong, Bo Tan, Zhiwen Fang, Zhiguo Cao, Joey Tianyi Zhou
(#: corresponding author)
ECCV 2024
[Paper] [Code]

End-to-End Video Gaze Estimation via Capturing Head-Face-Eye Spatial-Temporal Interaction Context
Yiran Guan*, Zhuoguang Chen*, Wenzheng Zeng#, Zhiguo Cao, Yang Xiao#
(*: equal contribution; #: corresponding author)
IEEE Signal Processing Letters, 2023
[Paper] [Code]

Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video
Wenzheng Zeng, Yang Xiao, Sicheng Wei, Jinfang Gan, Xintao Zhang, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou
CVPR 2023
[Project Page] [Paper] [Video] [Poster] [Code] [Dataset]

Eyelid’s Intrinsic Motion-aware Feature Learning for Real-time Eyeblink Detection in the Wild
Wenzheng Zeng, Yang Xiao, Guilei Hu, Zhiguo Cao, Sicheng Wei, Zhiwen Fang,
Joey Tianyi Zhou, Junsong Yuan
IEEE Transactions on Information Forensics and Security (TIFS), 2023
[Paper] [Code]

Invited Talk

Invited poster and spotlight talk at CVPR GAZE2023 workshop.
Topic: Multi-person eyeblink detection in the wild in untrimmed videos.

Competitions


(Team leader or core contributor)
The "Challenge Cup" National Competition, 2023
Topic: Driver Monitoring System (DMS).
Result: Winning the Grand Prize (top prize beyond First Prize), serving as team leader.
The Visual Inductive Priors for Data-Efficient Computer Vision Challenge, ECCV 2022
Topic: Action recognition with limited training data.
Result: Obtain 3rd place and Jury Prize in the action recognition track (equal core contribution).
China Graduate AI Innovation Competition, 2021
Topic: Cloud + AI assist Parkinson's Diagnosis.
Result: Obtain 3rd place and fisrt prize (3/1505).
Fisheye Video-based Action Recognition Competition at the MMVRAC Workshop, ICCV 2021
Topic: Action recognition in fisheye videos.
Result: Obtain 4th place.
The Mathematical Contest In Modeling (MCM), America, 2020
Topic: Comprehensive exploration of buyer reviews and ratings for Amazon e-commerce products.
Result: Obtain Meritorious Winner (9%) (equal core contribution).

Selected Awards

  • PhD Research Scholarship, NUS,  2024
  • PhD Fellowship, UCSD,  2024
  • National Scholarship (Rank 1/600+),  2023
  • HUAWEI Scholarship (Rate < 1%),   2023
  • Outstanding Undergraduate,  2021
  • Outstanding Undergraduate Thesis (Rate < 3% in HUST),  2021


  • This website is inspired by Jon Barron's website. Many thanks to him!