Advancing Quantization Steps Estimation: A Two-Stream Network Approach for Enhancing Robustness. - Xin Cheng 018; Hao Wang 060; Jinwei Wang; Xiangyang Luo 001; Bin Ma 003 (ACM Multimedia, 2024)

Quantization Step Estimation of Color Images Based on Res2Net-C With Frequency Clustering Prior Knowledge. - Xin Cheng 018; Jinwei Wang; Hao Wang 060; Xiangyang Luo 001; Bin Ma 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability. - Renpu Liu; Hao Wu 078; Jiawei Zhang 011; Xin Cheng 018; Xiangyang Luo 001; Bin Ma 003; Jinwei Wang (ICML, 2025)

LDSGAN: Unsupervised Image-to-Image Translation With Long-Domain Search GAN for Generating High-Quality Anime Images. - Hao Wang 060; Chenbin Wang; Xin Cheng 018; Hao Wu 078; Jiawei Zhang 011; Jinwei Wang; Xiangyang Luo 001; Bin Ma 003 (Int. J. Intell. Syst., 2025)

A GAN-based anti-forensics method by modifying the quantization table in JPEG header file. - Hao Wang 060; Xin Cheng 018; Hao Wu 078; Xiangyang Luo 001; Bin Ma 003; Hui Zong; Jiawei Zhang 011; Jinwei Wang (J. Vis. Commun. Image Represent., 2025)

Defense Against Adversarial Faces at the Source: Strengthened Faces Based on Hidden Disturbances. - Shuangliang Li; Jinwei Wang; Hao Wu 078; Jiawei Zhang 011; Xin Cheng 018; Xiangyang Luo 001; Bin Ma 003 (IEEE Trans. Artif. Intell., 2025)

MSFFNet: Multiscale Feature Fusion Network for Small Target Detection in Remote Sensing Images. - Hui Zong; Chenbin Wang; Hao Wang 060; Xin Cheng 018; Shangbing Gao; Yunyang Yan (CAAI Trans. Intell. Technol., 2026)

A survey on JPEG image forensics: Exploring key advances and persistent challenges in compression and quantization analysis. - Hao Wang 060; Xin Cheng 018; Jiawei Zhang 011; Hao Wu 078; Xue Xie; Xiangyang Luo 001; Bin Ma 003; Jinwei Wang (Comput. Secur., 2026)

Anti-forensic for quantization steps estimation based on direct and preemptive adversarial attacks. - Jiawei Zhang 011; Mengjie Wang; Hao Wu 078; Xin Cheng 018; Xiangyang Luo 001; Bin Ma 003; Hao Wang 060; Jinwei Wang (Eng. Appl. Artif. Intell., 2026)

Rethinking Cross-Table Quantization Step Estimation: From Global and Local Perspectives. - Xin Cheng 018; Hao Wang 060; Xiangyang Luo 001; Bin Ma 003; Baowei Wang; Bin Li 011; Jinwei Wang (IEEE Trans. Inf. Forensics Secur., 2026)

Re-Cropping Framework: A Grid Recovery Method for Quantization Step Estimation in Non-Aligned Recompressed Images. - Xin Cheng 018; Hao Wang 060; Xiangyang Luo 001; Qingxiao Guan; Bin Ma 003; Jinwei Wang (IEEE Trans. Circuits Syst. Video Technol., 2026)