周吉喆, Ji-Zhe Zhou

四川大学计算机学院副教授

Associate Professor at Sichuan University

周吉喆，四川大学计算机学院副教授，四川省千人 IEEE TETCI 副主编 J. Imaging 客座主编，Eat More Group负责人，主要研究方向为伪造图像检测（Fake Image Detection）及生成与取证统一（Unified Generation and Forensics）。我主导开发了 IML-ViT Sparse-ViT IMDL-BenCo ForensicHub 等多个开源项目，更多详情请见 GitHub 与 Google Scholar 主页。

I am an Associate Professor at the College of Computer Science, Sichuan University, and Sichuan Provincial Thousand Talents. I serve as Associate Editor of IEEE TETCI and Guest Editor of J. Imaging, and I lead the Eat More Group. My research focuses on Fake Image Detection and Unified Generation and Forensics. I have led the development of several open-source projects, including IML-ViT Sparse-ViT IMDL-BenCo ForensicHub. For more details, please visit my GitHub and Google Scholar profiles.

♥ Special Thanks to Ms. Helen Wang. YY

📣 News

Jun 2026

📄 CVPR 2026 RITA: Revisiting Image Manipulation Localization under Realistic Manipulation Scenarios. CVPR 2026.

Jun 2026

📄 ICMR 2026 DiffIML: Towards generalized image manipulation localization via score-based model. ACM ICMR 2026.

May 2026

📄 arXiv DeFakerOne: The first foundation model for unified fake image detection & localization, jointly developed with Ant Group Guangjian team.

May 2026

🏛️ Service Gold Reviewer for ICML 2026.

May 2026

📄 ICML 2026 SICA: First monolithic FID model via semantic-induced constrained adaptation, outperforming 15 state-of-the-art methods.

Apr 2026

🏛️ Service Invited as Guest Editor of the special issue "Recent Advances in Multimedia Imaging and Content Security" for Journal of Imaging.

Apr 2026

🏆 DCIC 2026 Champion (1st / 173 teams) — 数字中国创新大赛 · 数据应用赛道：基于多模态大模型的场景文本图像伪造分析.

Jan 2026

📄 IEEE TMM PASK: Sparse framework for crafting natural adversarial examples against ASR via pitch-aware perturbations.

📚 Selected Publications

ICML'26

⭐ ICML 2026

Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction

Bo Du, Xiaochen Ma, Xuekang Zhu, Zhe Yang, Chaogun Niu, Chenfan Qu, Mingqi Fang, Zhenming Wang, Jingjing Liu, Jian Liu, Ji-Zhe Zhou

International Conference on Machine Learning (ICML), 2026

📄 Paper 💻 Code

CVPR'26

⭐ CVPR 2026

Revisiting Image Manipulation Localization under Realistic Manipulation Scenarios

Xuekang Zhu, Ji-Zhe Zhou, Kaiwen Feng, Chenfan Qu, Xiwen Wang, Yunfei Wang, Liting Zhou, Jian Liu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

📄 Paper 💻 Code

arXiv

IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer

Xiaochen Ma, Bo Du, Zhuohang Jiang, Xia Du, Ahmed Y. Al Hammadi, Jizhe Zhou

arXiv preprint arXiv:2307.14863, 2023

📄 arXiv 💻 Code

NeurIPS'25

⭐ NeurIPS 2025

ForensicHub: Towards Universal Fake Image Detection and Localization

Bo Du, Xuekang Zhu, Xiaochen Ma, Chenfan Qu, Kaiwen Feng, Zhe Yang, Chi-Man Pun, Jian Liu, Ji-Zhe Zhou

Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track, 2025

📄 Paper 💻 Code

AAAI'25

⭐ AAAI 2025

Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer

Lei Su, Xiaochen Ma, Xuekang Zhu, Chaoqun Niu, Zeyu Lei, Ji-Zhe Zhou

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025

📄 Paper 💻 Code

NeurIPS'24

⭐ NeurIPS 2024 Spotlight

IMDL-BenCo: A Comprehensive Benchmark for Image Manipulation Detection & Localization

Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong, Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou

Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track, 2024

📄 Paper 💻 Code

ICCV'23

⭐ ICCV 2023 Oral (Top 5%)

Pre-training-free Image Manipulation Localization via Non-Mutually Contrastive Learning

Jizhe Zhou, Xiaochen Ma, Xia Du, Ahmed Y. Alhammadi, Wentao Feng

IEEE/CVF International Conference on Computer Vision (ICCV), pp. 22346–22356, 2023

📄 Paper 💻 Code

💼 Experience

2022 – Present

Associate Professor

Sichuan University, College of Computer Science

天府峨眉

Education

B.S., M.S., Ph.D.

University of Macau & The Chinese University of Hong Kong

Supervisor: Prof. Chi-Man Pun

🎓 Students & Alumni

Current Students 在读学生

朱学康

Master · Intern @ 蚂蚁安全

生成与取证统一

RITA Mesorch ForensicHub IMDL-BenCo dehallu3D M³ DeFakerOne

杜博

Master · Intern @ 蚂蚁安全

伪造图像检测

SICA ForensicHub IMDL-BenCo DeFakerOne DiffIML

牛超群

PhD · CSC @ NUS

生成与取证统一

Bones to Identity Boneprint SICA Sparse-ViT

王汐文

PhD Student

生成与取证统一

dehallu3D RITA

何雨声

PhD Student

生成与取证统一

杨哲

Master Student

伪造图像检测

周莉婷

Master Student

生成与取证统一

RITA

王韵菲

Master · Intern @ 腾讯混元

伪造图像检测

DiffIML

冯凯文

Master Student

伪造图像检测

ForensicHub SICA

张皓为

Master · Intern @ 腾讯混元

生成与取证统一

FGM-HD

粟磊

Master · Intern @ 腾讯

图像篡改检测

Sparse-ViT IMDL-BenCo

Alumni 已毕业学生

马晓晨

PhD @ HKUST

图像篡改检测

NCL IML-ViT IMDL-BenCo

张健

Master → 宁德时代 (CATL)

缺陷检测

倪睿洋

Master → 中国电信 (China Telecom)

因果推理

蒋卓航

PhD @ HKPolyU

因果推理

Beyond Visual Appearances IMDL-BenCo

童炳魁

PhD @ MBZUI

因果推理

Beyond Visual Appearances IMDL-BenCo

杨欣宇

Master @ Tsinghua

图像篡改检测

M³ IMDL-BenCo

Eat More Group

Eat More · Play Smart