Xiaotian Si

According to our database, Xiaotian Si authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Quality-Agnostic Deepfake Detection With Saliency-Guided Restoration and Adaptive Fusion.

Xiaotian Si, Linghui Li, Zhihao Tang, Bingyu Li, Liwei Zhang, Kaiguo Yuan, Hong Liu, Qi Tian

IEEE Internet Things J., 2026

A Unified Defense Framework Against Membership Inference in Federated Learning via Distillation and Contribution-Aware Aggregation.

Liwei Zhang, Linghui Li, Xiaotian Si, Ziduo Guo, Xingwu Wang, Kaiguo Yuan, Bingyu Li

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

2025

Adaptive Multi-Feature Hierarchical Framework for Generative Model Attribution.

Ruoying Wang, Linghui Li, Xiaotian Si, Kaiguo Yuan, Zhaoyu Wang

Proceedings of the 24th IEEE International Conference on Trust, 2025

2024

Generalize Your Face Forgery Detectors: An Insertable Adaptation Module Is All You Need.

Xiaotian Si, Linghui Li, Liwei Zhang, Ziduo Guo, Kaiguo Yuan, Bingyu Li, Xiaoyong Li

CoRR, 2024