Guoqing Wang's Homepage

Biograph

I am a Ph.D. candidate at Shanghai Jiao Tong University (SJTU) under the supervision of Prof. Chao Ma. I have been a researcher at Tencent from 2021 to 2022. Before that, I received the joint M.S. degree with the University and Chinese Academy of Sciences (UCAS), and the Institute of Computing Technology (ICT), Chinese Academy of Sciences under the supervision of Prof. Hu Han, Prof. Shiguang Shan, and Prof. Xilin Chen in 2021. I also collaborated with Dr. Zhongdao Wang, Dr. Pin Tang, Dr. Xiangxuan Ren, Dr. Jilai Zheng, and Dr. Hao Lu closely. Recently, my research interests include Generative AI, Vision-language Model, World Model, and Autonomous Driving.

Education


Shanghai Jiao Tong University
September 2022 -
Ph.D in Computer Science and Technology
Department of Computer Science and Engineering

Uninversity and Chinese Academy of Sciences
August 2018 - July 2021
Master in Computer Science and Technology
Institute of Computing Technology.

News

07/2024, two papers on 3D occupancy prediction for autonomous driving is accepted by ECCV2024.
02/2024, one paper on 3D occupancy prediction for autonomous driving is accepted by CVPR2024.
11/2023, we rank first on the nuScenes occupancy prediction leaderboard (MetaGOD).
08/2022, I will pursue my Ph.D. degree at Shanghai Jiao Tong University.
10/2021, we are invited to give a talk in Valse Webinar [video].
06/2021, I will work at Tencent as an algorithm researcher.
06/2020, one paper on cross-domain face presentation attack detection (PAD) is accepted by IEEE T-IFS.
04/2020, we receive the 11nd place (Top 1%) of Alibaba Tianchi Object Detection challenge.
02/2020, one paper on cross-domain face presentation attack detection (PAD) is accepted by CVPR2020
04/2019, One paper on multi-modal face anti-spoofing accepted by CVPR 2019 workshop.
03/2019, One paper on cross-domain face presentation attack detection (PAD) accepted by ICB2019.

Publications

OccGen: Generative Multi-modal 3D Occupancy Prediction for Autonomous Driving.
Guoqing Wang, Zhongdao Wang, Pin Tang, Jilai Zheng, Xiangxuan Ren, Bailan Feng, Chao Ma
European Conference on Computer Vision (ECCV), 2024.
[paper] [project] [code]

VEON: Vocabulary-Enhanced Occupancy Prediction.
Jilai Zheng, Pin Tang, Zhongdao Wang, Guoqing Wang, Xiangxuan Ren, Bailan Feng, Chao Ma
European Conference on Computer Vision (ECCV), 2024.
[paper]

SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction.
Pin Tang, Zhongdao Wang, Guoqing Wang, Jilai Zheng, Xiangxuan Ren, Bailan Feng, Chao Ma
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[paper] [project] [code]

Unsupervised Adversarial Domain Adaptation for Cross-domain Face Presentation Attack Detection.
Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen
IEEE Transactions on Information Forensics and Security (TIFS), 2020.
[paper] [code]

Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning.
Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[paper]

Multi-modal Face Presentation Attack Detection via Spatial and Channel Attentions.
Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) workshop, 2019.
[paper] [code]

Improving Cross-database Face Presentation Attack Detection via Adversarial Domain Adaptation.
Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen
IAPR International Conference on Biometrics (ICB), 2019.
[paper] [code]

Experience

Huawei | Noah's Ark Lab, Shanghai, China
Research Intern, February 2023 - Now
Supervised by Dr. Zhongdao Wang.
Topic: Autonomous Driving, Generative AI, Vision Language Model
Tencent, Beijing, China
Researcher, July 2021 - Aug 2022
Topic: Robust AI, Multiple Object Tracking, Object Detection, Face Recognition.
Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
Research Intern, July 2018 - July 2021
Supervised by Prof. Hu Han and Prof. Shiguang Shan.
Topic: Face Anti-spoofing, Domain Adaptation, Representation Learning.
Peng Cheng Laboratory, Shenzhen, China
Research Intern, September 2020 - January 2021
Topic: Domain Generalization, Face Forgery Detection.

Honors & Awards

Tencent Outstanding Contributor (Top 10%), 2022 H1

Tencent Good+ Contributor (Top 10%), 2021 H2

Nomination for the Chinese Academy of Sciences President Award, 2020

Alibaba Tianchi Object Detection Challenge (Top 1%, 11 th / 2990), 2020

CVPR2020 Face PAD Challenge ( 9th / 46 ), 2020

CVPR2019 Multi-modal Face PAD Challenge ( 9th / 553 ), 2019

Merit Student (UCAS), 2020

Guoqing Wang

Ph.D Candidate

Department of Computer Science and Engineering, Shanghai Jiao Tong University

Email: guoqing.wang[at]sjtu.edu.cn

wgqtmac[at]gmail.com