IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization. - Xiaochen Ma 001; Xuekang Zhu; Lei Su; Bo Du; Zhuohang Jiang; Bingkui Tong; Zeyu Lei; Xinyu Yang; Chi-Man Pun; Jiancheng Lv 001; Jizhe Zhou (NeurIPS, 2024)

Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer. - Lei Su; Xiaochen Ma 001; Xuekang Zhu; Chaoqun Niu; Zeyu Lei; Jizhe Zhou (AAAI, 2025)

Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization. - Xuekang Zhu; Xiaochen Ma 001; Lei Su; Zhuohang Jiang; Bo Du; Xiwen Wang 002; Zeyu Lei; Wentao Feng; Chi-Man Pun; Jizhe Zhou (AAAI, 2025)

M3: Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask. - Xinyu Yang; Xiaochen Ma 001; Xuekang Zhu; Bo Du; Lei Su; Bingkui Tong; Zeyu Lei; Jizhe Zhou (CVM (1), 2025)

Saliency Guided Optimization of Diffusion Latents. - Xiwen Wang 002; Jizhe Zhou; Xuekang Zhu; Cheng Li; Mao Li 001 (MMM (3), 2025)

ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization. - Bo Du; Xuekang Zhu; Xiaochen Ma 001; Chenfan Qu; Kaiwen Feng; Zhe Yang; Chi-Man Pun; Jian Liu; Jizhe Zhou (CoRR, 2025)