A Novel Multi-Branch Channel Expansion Network for Garbage Image Classification. - Cuiping Shi; Ruiyang Xia; Liguo Wang 001 (IEEE Access, 2020)

Classify and Localize Threat Items in X-Ray Imagery With Multiple Attention Mechanism and High-Resolution and High-Semantic Features. - Ruiyang Xia; Guoquan Li; Zhengwen Huang; Lingyun Wen; Yu Pang (IEEE Trans. Instrum. Meas., 2021)

Data augmentation and shadow image classification for shadow detection. - Guoquan Li; Lingyun Wen; Zhengwen Huang; Ruiyang Xia; Yu Pang (IET Image Process., 2022)

Transformers only look once with nonlinear combination for real-time object detection. - Ruiyang Xia; Guoquan Li; Zhengwen Huang; Yu Pang; Man Qi (Neural Comput. Appl., 2022)

CBASH: Combined Backbone and Advanced Selection Heads With Object Semantic Proposals for Weakly Supervised Object Detection. - Ruiyang Xia; Guoquan Li; Zhengwen Huang; Hongying Meng; Yu Pang (IEEE Trans. Circuits Syst. Video Technol., 2022)

Bi-path Combination YOLO for Real-time Few-shot Object Detection. - Ruiyang Xia; Guoquan Li; Zhengwen Huang; Hongying Meng; Yu Pang (Pattern Recognit. Lett., 2023)

Advancing Generalized Deepfake Detector with Forgery Perception Guidance. - Ruiyang Xia; Dawei Zhou 004; Decheng Liu; Lin Yuan 002; Shuodi Wang; Jie Li 001; Nannan Wang 001; Xinbo Gao 001 (ACM Multimedia, 2024)

MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection. - Ruiyang Xia; Decheng Liu; Jie Li 001; Lin Yuan 002; Nannan Wang 001; Xinbo Gao 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Inspector for Face Forgery Detection: Defending Against Adversarial Attacks From Coarse to Fine. - Ruiyang Xia; Dawei Zhou 004; Decheng Liu; Jie Li 001; Lin Yuan 002; Nannan Wang 001; Xinbo Gao 001 (IEEE Trans. Image Process., 2024)

Big Brother Is Watching: Proactive Deepfake Detection via Learnable Hidden Face. - Hongbo Li; Shangchao Yang; Ruiyang Xia; Lin Yuan 002; Xinbo Gao 001 (IEEE Signal Process. Lett., 2025)

A Lightweight Object Counting Network Based on Density Map Knowledge Distillation. - Zhilong Shen; Guoquan Li; Ruiyang Xia; Hongying Meng; Zhengwen Huang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark. - Ruiyang Xia; Dawei Zhou 004; Decheng Liu; Lin Yuan 002; Jie Li 001; Nannan Wang 001; Xinbo Gao 001 (CoRR, 2025)