Qi Zhang 张琦 iMUSE Lab · SZU

Curriculum Vitae

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Appointments

2026.04–now Associate Professor (Tenured) & Doctoral Supervisor (Principal Investigator, iMUSE Lab · Inspector for postgraduate education, CSSE) Visual Computing Research Center, College of Computer Science and Software Engineering, Shenzhen University
2022.08–2026.04 Assistant Professor Visual Computing Research Center, College of Computer Science and Software Engineering, Shenzhen University
2022.04–2022.07 Distinguished Associate Researcher Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ) (Guangming Lab) & VCC, Shenzhen University
2021.05–2022.04 Postdoctoral Researcher Department of Computer Science, City University of Hong Kong (VISAL)
2017.09–2021.02 Ph.D. (UGC-funded) Department of Computer Science, City University of Hong Kong
2014.09–2017.06 M.Eng., Signal & Information Processing University of Chinese Academy of Sciences & Xi'an Institute of Optics and Precision Mechanics, CAS
2010.09–2014.06 B.Eng., Optoelectronic Information Engineering Huazhong University of Science and Technology

Honors & Awards

Research Funding

GrantPeriodRoleAmount
National Natural Science Foundation of China, Young Scientists Fund2023-2025PI300K CNY
Shenzhen Young Talents Start-Up Funding2024-2026PI3M CNY
Shenzhen University Young Faculty Start-Up Funding2023-2025PI200K CNY
National Key R&D Program of China, sub-project—Sub-project leader—
Shenzhen Peacock Research Group Project2022-2027Core Member15M CNY
Guangdong Provincial Flagship Project on Next-Generation Artificial Intelligence—Participant12M CNY
Shenzhen Municipal Major Science and Technology Special Project—Participant8M CNY

Publications

17 conference and 4 journal papers, plus 6 preprints. Bold = my name; * = corresponding author.

2026

Figure from Multi-view Crowd Tracking Transformer with View-Ground Interactions Under Large Real-World Scenes
Qi Zhang, Jixuan Chen, Kaiyi Zhang, Xinquan Yu, Antoni B. Chan and Hui Huang
CVPR 2026pp. 13626-13635PDFarXivCode
Figure from SynMVCrowd: A Large Synthetic Benchmark for Multi-view Crowd Counting and Localization
Qi Zhang, Daijie Chen, Yunfei Gong and Hui Huang*
IJCV 2026134(4): 1912 citationsarXivPublisherCode
Figure from A Dual-Modulation Framework for RGB-T Crowd Counting via Spatially Modulated Attention and Adaptive Fusion
Yuhong Feng, Hongtao Chen, Qi Zhang*, Jie Chen, Zhaoxi He, Mingzhe Liu and Jianghai Liao
ICASSP 2026pp. 10202-10206arXiv
Figure from InterOCF: Spatio-Temporal 2D-3D Interaction for Camera-Only 4D Occupancy Forecasting
Qi Zhang, Xinquan Yu, Kaiyi Zhang and Hui Huang
arXiv 2026PreprintPDFarXiv
Figure from Multiview Multi-Person Human Mesh Recovery Under Large Scenes with Occlusions
Qi Zhang, Tao Yu, Jiechao He, Antoni B. Chan and Hui Huang
arXiv 2026PreprintPDFarXiv
Figure from TP-MVCC: Tri-plane Multi-view Fusion Model for Silkie Chicken Counting
Sirui Chen, Yuhong Feng, Yifeng Wang, Jianghai Liao and Qi Zhang*
ChinaMM 2026AcceptedUndergraduate final-year projectarXiv
Figure from Listen and Count: Expanding the Frontier of Zero-shot Object Counting to Sound-centric Counting
Mingjie Wang, Zhuohang Li, Qi Zhang, Jun Zhou, Zili Yi and Minglun Gong
IJCAI 2026pp. 1740-1748Collaboration with Zhejiang Sci-Tech University; sound-guided zero-shot countingPDFPublisherCode

2025

Figure from Semi-Supervised Multi-View Crowd Counting by Ranking Multi-View Fusion Models
Qi Zhang, Yunfei Gong, Zhidan Xie, Zhizi Wang, Antoni B. Chan and Hui Huang
arXiv 2025Preprintunder review2 citationsPDFarXiv
Figure from WSCF-MVCC: Weakly-supervised Calibration-free Multi-view Crowd Counting
Bin Li, Daijie Chen and Qi Zhang*
PRCV 2025pp. 83-98LNCS 162871 citationsarXivPublisherCode

2024

Figure from Mahalanobis Distance-based Multi-view Optimal Transport for Multi-view Crowd Localization
Qi Zhang, Kaiyi Zhang, Antoni B. Chan and Hui Huang*
ECCV 202415 citationsPDFarXivProject
Figure from Multi-view People Detection in Large Scenes via Supervised View-wise Contribution Weighting
Qi Zhang, Yunfei Gong, Daijie Chen, Antoni B. Chan and Hui Huang*
AAAI 202438: 7242-725011 citationsPDFarXivProject

2023

Figure from UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation
Guoqing Yang, Fuyou Xue, Qi Zhang, Ke Xie, Chi-Wing Fu and Hui Huang*
SIGGRAPH 202379 citationsProject

2022

Figure from 3D Crowd Counting via Geometric Attention-guided Multi-View Fusion
Qi Zhang and Antoni B. Chan
IJCV 2022130: 3123-313911 citationsPublisherProject
Figure from Calibration-free Multi-view Crowd Counting
Qi Zhang and Antoni B. Chan
ECCV 202222 citationsProject
Figure from Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large Scenes
Qi Zhang and Antoni B. Chan
IJCV 2022130(8): 1938-196034 citationsPublisherProject

2021

Figure from Chinese White Dolphin Detection in the Wild
Hao Zhang, Qi Zhang*, Anh Nguyen Phuong, Victor Lee and Antoni B. Chan
ACM MMAsia 20216 citationsPublisherProject
Figure from Cross-View Cross-Scene Multi-View Crowd Counting
Qi Zhang, Wei Lin and Antoni B. Chan
CVPR 2021pp. 557-567103 citationsPDFDatasetProject

2020

Figure from 3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels
Qi Zhang and Antoni B. Chan
AAAI 202034(07): 12837-1284452 citationsPDFProject

2019

2016

Figure from Image de-fencing with hyperspectral camera
Qi Zhang, Yuan Yuan and Xiaoqiang Lu
CITS 20164 citationsPublisher

Patents

Ten granted invention patents to date; the five with public application numbers are listed here.

Teaching

Student Awards & Mentoring

Academic Service

Program committee: CVPR, AAAI, ICCV, NeurIPS, ECCV, ICLR, ICML, IJCAI, ACM MM, SIGGRAPH, EUROGRAPHICS, PG, CVM, CGI, WACV, ACCV, ICPR, ICME, 3DV, ACM MMAsia.

Journal reviewer: International Journal of Computer Vision (IJCV), IEEE Transactions on Image Processing (TIP), IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Multimedia (TMM), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE Transactions on Consumer Electronics (TCE), IEEE Internet of Things Journal (IoT), IEEE Access, Information Fusion, Journal of Computer Science and Technology (JCST), Computer Animation & Virtual Worlds (CAVW), Scientific Reports, International Journal of Machine Learning and Cybernetics, IET Computer Vision, IET Electronics Letters, Frontiers of Computer Science, Vicinagearth, Journal of Visual Communication and Image Representation (JVCI), Neurocomputing, Pattern Recognition, Pattern Recognition Letters, Computer Vision and Image Understanding (CVIU), The Visual Computer, Knowledge-Based Systems.

Committee memberships: Technical Committee on 3D Vision, China Society of Image and Graphics (CSIG) · Technical Committee on Multimodal Interaction and Cognitive Simulation, China Simulation Society.