Jiaran Zhou(周佳然)   Associate Professor Department of Computer Science and Technology Ocean University of China 1299 Sansha Road, Qingdao, China, 266400 Email: [email protected] CV  Google Scholar

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] [Code]

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] [Code]

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] [Code]

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] [Code]

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] [Code]

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] [Code]

DPL: Cross-quality DeepFake Detection via Dual Progressive Learning Dongliang Zhang, Yunfei Li, Jiaran Zhou, Yuezun Li. Asian Conference on Computer Vision, 2024. [Paper] [Code]

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] [Code]

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] [Code]

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] [Code]

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] [Code]

Face Poison: Obstructing DeepFakes by Disrupting Face Detection Yuezun Li, Jiaran Zhou, Siwei Lyu. IEEE International Conference on Multimedia and Expo, 2023. [Paper] [Code]

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] [Code]

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]

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]

Seamless Parametrization with Arbitrary Cones for Arbitrary Genus Marcel Campen, Hanxiao Shen, Jiaran Zhou, Denis Zorin. ACM Transactions on Graphics, 2019. [Paper]

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]