|
Jiaran Zhou(周佳然)
Associate Professor |
Biography
I'm an associate professor in Department of Computer Science and Technology, Ocean University of China, and a member of the Institute of Artificial Intelligence. I earned my Ph.D. in Computer Science and Technology from Shandong University in 2020, supervised by Prof. Changhe Tu. My research interest is mainly focused on computer graphics and geometry processing, particularly on AI-powered topics in these fields recently.
Teaching
- Undergraduate courses: Computer Graphics/ Design and Analysis of Algorithms.
- Graduate courses: Analysis and Design of Algorithms/ Design Patterns(in English).
Funding
- 2025.01–2027.12: PI, Shandong Province Natural Science Foundation(ZR2024MF083).
- 2022.01–2024.12: PI, National Natural Science Foundation of China(62102380).
- 2022.01–2024.12: PI, Shandong Province Natural Science Foundation(ZR2021QF095).
- 2021.01–2022.07: PI, China Postdoctoral Science Foundation(2021M693022).
Publications
|
Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection Delong Zhu, Yuezun Li, Jiaran Zhou, Zhibo Wang, Siwei Lyu. IEEE Transactions On Dependable And Secure Computing, 2025. [Paper] [BibTex]
@article{zhu2025hiding,
title={Hiding faces in plain sight: Defending deepfakes by disrupting face detection},
author={Zhu, Delong and Li, Yuezun and Wu, Baoyuan and Zhou, Jiaran and Wang, Zhibo and Lyu, Siwei},
journal={IEEE Transactions on Dependable and Secure Computing},
year={2025},
publisher={IEEE}
}
|
|
NeurCross: A Neural Approach to Computing Cross Fields for Quad Mesh Generation Qiujie Dong, Huibiao Wen, Rui Xu, Shuangming Chen, Jiaran Zhou, Shiqing Xin, Changhe Tu, Taku Komura, Wenping Wang. ACM Transactions on Graphics, 2025. [Paper] [BibTex]
@article{dong2025neurcross,
title={NeurCross: A Neural Approach to Computing Cross Fields for Quad Mesh Generation},
author={Dong, Qiujie and Wen, Huibiao and Xu, Rui and Chen, Shuangmin and Zhou, Jiaran and Xin, Shiqing and Tu, Changhe and Komura, Taku and Wang, Wenping},
journal={ACM Transactions on Graphics (TOG)},
volume={44},
number={4},
pages={1--17},
year={2025},
publisher={ACM New York, NY, USA}
}
|
|
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang, Jiaran Zhou, Huiyu Zhou, Junyu Dong, Yuezun Li. IEEE International Conference on Multimedia and Expo, 2025. [Paper] [BibTex]
@article{wang2024hrgr,
title={HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning},
author={Wang, Xudong and Zhou, Jiaran and Zhou, Huiyu and Dong, Junyu and Li, Yuezun},
journal={arXiv preprint arXiv:2410.21861},
year={2024}
}
|
|
Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection Xinjie Cui, Yuezun Li, Ao Luo, Jiaran Zhou, Junyu Dong. IEEE Conference on Computer Vision and Pattern Recognition, 2025. [Paper] [BibTex]
@inproceedings{cui2025forensics,
title={Forensics adapter: Adapting clip for generalizable face forgery detection},
author={Cui, Xinjie and Li, Yuezun and Luo, Ao and Zhou, Jiaran and Dong, Junyu},
booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference},
pages={19207--19217},
year={2025}
}
|
|
Texture, Shape and Order Matter: A New Transformer Design for Sequential DeepFake Detection Yunfei Li, Yuezun Li， Xin Wang, Baoyuan Wu, Jiaran Zhou, Junyu Dong. IEEE/CVF Winter Conference on Applications of Computer Vision, 2025. [Paper] [BibTex]
@inproceedings{li2025texture,
title={Texture, Shape and Order Matter: A New Transformer Design for Sequential DeepFake Detection},
author={Li, Yunfei and Li, Yuezun and Wang, Xin and Wu, Baoyuan and Zhou, Jiaran and Dong, Junyu},
booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
pages={202--211},
year={2025},
organization={IEEE}
}
|
|
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li, Jiaran Zhou, Yuezun Li, Baoyuan Wu, Bin Li, Junyu Dong. Annual Conference on Neural Information Processing Systems, 2024. [Paper] [BibTex]
@article{zhou2024freqblender,
title={Freqblender: Enhancing deepfake detection by blending frequency knowledge},
author={Zhou, Jiaran and Li, Yuezun and Wu, Baoyuan and Li, Bin and Dong, Junyu and others},
journal={Advances in Neural Information Processing Systems},
volume={37},
pages={44965--44988},
year={2024}
}
|
|
DPL: Cross-quality DeepFake Detection via Dual Progressive Learning Dongliang Zhang, Yunfei Li, Jiaran Zhou, Yuezun Li. Asian Conference on Computer Vision, 2024. [Paper] [BibTex]
@inproceedings{zhang2024dpl,
title={DPL: Cross-quality DeepFake Detection via Dual Progressive Learning},
author={Zhang, Dongliang and Li, Yunfei and Zhou, Jiaran and Li, Yuezun},
booktitle={Proceedings of the Asian Conference on Computer Vision},
pages={1116--1132},
year={2024}
}
|
|
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection Yangxiang Zhang, Yuezun Li, Ao Luo, Jiaran Zhou, Junyu Dong. British Machine Vision Conference, 2024. [Paper] [BibTex]
@article{zhang2024fastforensics,
title={FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection},
author={Zhang, Yangxiang and Li, Yuezun and Luo, Ao and Zhou, Jiaran and Dong, Junyu},
journal={arXiv preprint arXiv:2408.16582},
year={2024}
}
|
|
Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection Ying Zhang, Yuezun Li, Bo Peng, Jiaran Zhou, Huiyu Zhou, Junyu Dong. British Machine Vision Conference, 2024. [Paper] [BibTex]
@article{zhang2024mumpy,
title={Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection},
author={Zhang, Ying and Li, Yuezun and Peng, Bo and Zhou, Jiaran and Zhou, Huiyu and Dong, Junyu},
journal={arXiv preprint arXiv:2404.11054},
year={2024}
}
|
|
TPAM: Transferable Perceptual-constrained Adversarial Meshes Tengjia Kang, Yuezun Li, Jiaran Zhou, Shiqing Xin, Junyu Dong, Changhe Tu. Pacific Conference on Computer Graphics and Applications, 2024. [Paper] [BibTex]
@article{kang2024tpam,
title={TPAM: Transferable Perceptual-constrained Adversarial Meshes},
author={Kang, Tengjia and Li, Yuezun and Zhou, Jiaran and Xin, Shiqing and Dong, Junyu and Tu, Changhe},
year={2024},
publisher={The Eurographics Association}
}
|
|
ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces Jiucui Lu, Jiaran Zhou, Junyu Dong, Bin Li, Siwei Lyu, Yuezun Li. IEEE Transactions on Information Forensics and Security, 2024. [Paper] [BibTex]
@article{lu2024forensicsforest,
title={ForensicsForest family: A series of multi-scale hierarchical cascade forests for detecting GAN-generated faces},
author={Lu, Jiucui and Zhou, Jiaran and Dong, Junyu and Li, Bin and Lyu, Siwei and Li, Yuezun},
journal={IEEE Transactions on Information Forensics and Security},
volume={19},
pages={5106--5119},
year={2024},
publisher={IEEE}
}
|
|
Face Poison: Obstructing DeepFakes by Disrupting Face Detection Yuezun Li, Jiaran Zhou, Siwei Lyu. IEEE International Conference on Multimedia and Expo, 2023. [Paper] [BibTex]
@inproceedings{li2023face,
title={Face poison: Obstructing deepfakes by disrupting face detection},
author={Li, Yuezun and Zhou, Jiaran and Lyu, Siwei},
booktitle={2023 IEEE International Conference on Multimedia and Expo (ICME)},
pages={1223--1228},
year={2023},
organization={IEEE}
}
|
|
Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Siwei Lyu. IEEE International Conference on Multimedia and Expo, 2023. [Paper] [BibTex]
@inproceedings{lu2023forensics,
title={Forensics forest: Multi-scale hierarchical cascade forest for detecting GAN-generated faces},
author={Lu, Jiucui and Li, Yuezun and Zhou, Jiaran and Li, Bin and Lyu, Siwei},
booktitle={2023 IEEE International Conference on Multimedia and Expo (ICME)},
pages={2309--2314},
year={2023},
organization={IEEE}
}
|
|
Detection-by-Simulation: Exposing DeepFake via Simulating Forgery using Face Reconstruction Jiaran Zhou, Yuezun Li. IEEE International Conference on Multimedia Information Processing and Retrieval, 2022. [Paper] [BibTex]
@inproceedings{zhou2022detection,
title={Detection-by-simulation: exposing DeepFake via simulating forgery using face reconstruction},
author={Zhou, Jiaran and Li, Yuezun},
booktitle={2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
pages={210--215},
year={2022},
organization={IEEE}
}
|
|
Combinatorial Construction of Seamless Parameter Domains Jiaran Zhou, Changhe Tu, Denis Zorin, Marcel Campen. Computer Graphics Forum (Eurographics), 2020. Honorable Mention of Günter Enderle Award [Paper] [Talk] [BibTex]
@inproceedings{zhou2020combinatorial,
title={Combinatorial construction of seamless parameter domains},
author={Zhou, Jiaran and Tu, Changhe and Zorin, Denis and Campen, Marcel},
booktitle={Computer Graphics Forum},
volume={39},
number={2},
pages={179--190},
year={2020},
organization={Wiley Online Library}
}
|
|
Seamless Parametrization with Arbitrary Cones for Arbitrary Genus Marcel Campen, Hanxiao Shen, Jiaran Zhou, Denis Zorin. ACM Transactions on Graphics, 2019. [Paper] [BibTex]
@article{campen2019seamless,
title={Seamless parametrization with arbitrary cones for arbitrary genus},
author={Campen, Marcel and Shen, Hanxiao and Zhou, Jiaran and Zorin, Denis},
journal={ACM Transactions on Graphics (TOG)},
volume={39},
number={1},
pages={1--19},
year={2019},
publisher={ACM New York, NY, USA}
}
|
|
Quadrangulation of non-rigid objects using deformation metrics Jiaran Zhou, Marcel Campen, Denis Zorin, Changhe Tu, Claudio T. Silva. Computer Aided Geometric Design (GMP), 2018. [Paper] [BibTex]
@article{zhou2018quadrangulation,
title={Quadrangulation of non-rigid objects using deformation metrics},
author={Zhou, Jiaran and Campen, Marcel and Zorin, Denis and Tu, Changhe and Silva, Claudio T},
journal={Computer Aided Geometric Design},
volume={62},
pages={3--15},
year={2018},
publisher={Elsevier}
}
|