Ziqiang Zheng 郑自强

Ph.D Candidate @HKUST


RPG-Hub, Lift 1
Department of Computer Science and Engineering,
Clear Water Bay, Kowloon, Hong Kong
Email: zhengziqiang1@gmail.com (primary); zzhengaw@connect.ust.hk
GitHub CV Scholar Steganography TripleNet

Short Bio

I am currently a third-year Phd student at Hong Kong University of Science and Technology, supervised by Prof. Sai-Kit Yeung. I received my bachelor degree from Ocean University of China (OUC) in 2019. After graduation, I joined UISEE. By the end of 2020, I joined in CFM center of University of Electronic Science and Technology of China (UESTC) as a research assistant. My research interests lie in computer vision and deep learning, building effective and powerful marine foundation models.

Pre-print

CoralVOS: Dataset and Benchmark for Coral Video Segmentation
Ziqiang Zheng, Yaofeng Xie, Haixin Liang, Zhibin Yu, Sai-Kit Yeung.
Arxiv, 2023
PDF Project Page
MarineDet: Towards Open-Marine Object Detection
Haixin Liang#, Ziqiang Zheng#, Zeyu Ma, Sai-Kit Yeung.
Arxiv, 2023. Equal contribution
PDF Project Page
MarineGPT: Unlocking Secrets of Ocean to the Public
Ziqiang Zheng, Jipeng Zhang, Tuan-Anh Vu, Shizhe Diao, Yue Him Wong Tim, Sai-Kit Yeung.
Arxiv, 2023
PDF Project Page

Selected publications

MarineInst: A Foundation Model for Marine Image Analysis with Instance Visual Description
Ziqiang Zheng, Yiwei Chen, Huimin Zeng, Tuan-Anh Vu, Binh-Son Hua, Sai-Kit Yeung.
European Conference on Computer Vision (ECCV), 2024 (Oral: 200/8585)
PDF Website
CoralSCOP: Segment any COral Image on this Planet
Ziqiang Zheng, Haixin Liang, Binh-Son Hua, Yue Him Wong, Put ANG Jr, Apple Pui Yi CHUI, Sai-Kit Yeung.
IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2024 (Highlight: 324/11532)
PDF Website
Marine Video Cloud: A Cloud-Based Video Analytics Platform for Collaborative Marine Research
Ziqiang Zheng, Tan-Sang Ha, Yingshu Chen, Haixin Liang, Apple Pui-Yi Chui, Yue-Him Wong, Sai-Kit Yeung.
OCEANS, 2023
PDF Project Page
Composition-Aware Image Steganography through Adversarial Self-Generated Supervision
Ziqiang Zheng, Yuanmeng Hu, Yi Bin, Xing Xu, Yang Yang, Heng Tao Shen.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
PDF Project Page Codes
ForkGAN: Seeing into the Rainy Night
Ziqiang Zheng, Yang Wu, Xinran Han, Jianbo Shi.
European Conference on Computer Vision (ECCV), 2020 (Oral: 102/5150)
PDF Project Page Youtube

Full Publications