Zhedong Zheng

Zhedong Zheng

Assistant Professor at the University of Macau

Zhedong Zheng (郑哲东)

Hi! I am currently a tenure-track assistant professor with the University of Macau. Prior to this, I was a postdoctoral research fellow at School of Computing, National University of Singapore with Prof. Tat-Seng Chua and Prof. Angela Yao. I received Ph.D. from the ReLER Lab, University of Technology Sydney (UTS) , under the supervision of Prof. Yi Yang and Dr. Liang Zheng (co-supervisor). Before that, I completed my Bachelor’s degree from Fudan University in 2016, under the supervision of Prof. Xiangyang Xue. Throughout my academic journey, I have been fortunate to collaborate with several talented researchers, Xiaodong Yang (Nvidia), Zhiding Yu (Nvidia), Jan Kautz (Nvidia), Minyue Jiang (Baidu) and Xiao Tan (Baidu).

Open-source projects can be found at my [Github], and publications can be found at SCI, SCOPUS, or Google Scholar.

More details can be found in my [CV].

I am actively looking for self-motivated Ph.D. and Master students at University of Macau. PhD students will be fully funded with fellowships. For more information, please visit my recruitment page.

Research Statement

My work focuses on multi-view object matching and novel view synthesis and analysis, under a multi-camera scenario, e.g., swarm robotics, self-driving car, and smart city.

The child understands a 3D object, not from a still image, but from multiple modalities (images / videos / audio) capturing the target of interest from different viewpoints.

News

  • One paper to appear at ICLR 2025. Conditional Generation
  • One paper to appear at ACM WWW 2025. Text-based Person Search
  • One paper to appear at ACM MM 2024 (Oral)! Domain Adaptation
  • Three papers to appear at ECCV 2024! Text-guided Geolocalization, Blind Image Decomposition, Unsupervised 3D Object Detection.
  • We are holding two workshops at ACM Multimedia 2024 on Aerial-view Imaging [Call for papers] and Deep Multimodal Learning [Call for papers] (EI-indexed).
  • One paper to appear at ICLR 2024 on Compositional Image Retrieval [link] [code] .
  • We are holding one workshop at ACM ICMR 2024 on Multimedia Object Re-identification [Call for papers] (EI-indexed).
  • Two papers to appear at ACM Multimedia 2023 on Text-image re-ID [link] and Domain Adaptation [link]
  • We are holding two workshops at ACM Multimedia 2023 on Aerial-view Imaging [Call for papers] and Deep Multimodal Learning [Call for papers] (EI-indexed).
  • Two papers to appear at CVPR 2023.
  • One paper on Adversarial Retrieval Attacking is accepted by IJCV 2022. [link]
  • One paper on 3D Human Re-id is accepted by TNNLS 2022. [link]
  • One AdaBoost Domain Adaptation paper is accepted by TIP 2022. [link]
  • One Drone-based Geolocalization paper is accepted by TIP 2022. [link]
  • One Nerf paper to appear at CVPR 2022. [link]
  • We are holding the special session at ICME 2022 on Beyond Accuracy: Responsible, Responsive, and Robust Multimedia Retrieval. [Call for papers]
  • My Ph.D. thesis was on the Chancellor's List.
  • I was awarded 2021 IEEE Circuits and Systems Society Outstanding Young Author Award. Thanks a lot for supports and understanding from my supervisors and friends. [link]
  • One paper on Uncertainty is accepted by IJCV 2021. [PDF] [code]
  • We have released a new Drone-view Geo-localization Dataset, ACM Multimedia 2020. [PDF] [Dataset] [Video] [Slide]
  • People live in a 3D world. Why not conduct representation learning in the 3D space? [arXiv] [code]
  • We have achieved the 1st place in AICity Challenge Vehicle Re-id Track, CVPR 2020. [code]
  • Two papers to appear at IJCAI 2020. [PDF1][code1][PDF2] [code2]
  • One paper to appear at CVPR 2019 as oral presentation. [PDF][3-min video] [code]

Others

  • Shanghai is my hometown, and it is a lovely place to have a sightseeing tour.
  • I was a poster maker when I studied at Fudan University. You may check out my posters.
  • I sometimes write Chinese blogs and share insights at Zhihu.

Do not press the red button!

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