[1] Liu, Xiaolong; Yu, Yang; Li, Xiaolong; Zhao Guangzhe; Zhao, Yao; AVIR: Audio-Visual Information Refinement for Robust Multimodal Deepfake Detection, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2026, Accept.

[2] Liu, Xiaolong; Cheng, Aocong; Deep Hashing Framework for Proactively Deepfake Retrieval and Detection. Journal of King Saud University-Computer and Information Sciences, 2026, Accept.

[3] 刘晓龙, 刘欢, 赵耀, 等. AIGC伪造内容被动检测与主动防御技术综述. 中国科学: 信息科学, 2025, 55(9): 2250-2288, doi: 10.1360/SSI-2025-0043

[4] Liu, Xiaolong; Yu, Yang; Li, Xiaolong; Zhao, Yao ; MCL: Multimodal Contrastive Learning for Deepfake Detection, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(4): 2803-281

[5] Liu, Xiaolong; Yu, Yang; Li, Xiaolong; Zhao, Yao ; Magnifying multimodal forgery clues for Deepfake detection, SIGNAL PROCESSING-IMAGE COMMUNICATION, 2023, 118

[6] Liu, Xiaolong; Yu, Yang; Li, Xiaolong; Zhao, Yao; Guo, Guodong ; TCSD: Triple Complementary Streams Detector for Comprehensive Deepfake Detection, ACM Transactions on Multimedia Computing, Communications and Applications, 2023, 19(6)

[7] Yu, Yang; Liu, Xiaolong; Ni, Rongrong; Yang, Siyuan; Zhao, Yao; Kot, Alex C. ; PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(8): 6926-6936

[8] Liu, Huan; Liu, Xiaolong; Tan, Zichang; Li, Xiaolong; Zhao, Yao ; PADVG: A Simple Baseline of Active Protection for Audio-Driven Video Generation, ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(6)

[9] Sun K, Liu X, Li X, et al. Multi-Modal Driven Pose-Controllable Talking Head Generation[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(12): 1-23.

[10] 李晓龙, 俞能海, 张新鹏, 等. 数字媒体取证技术综述[J]. 中国图象图形学报, 2021, 26(6): 1216-1226.