Heqi Peng

According to our database, Heqi Peng authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Continual Adversarial Example Detection via Incremental Attack Configuration Within a Knowledge Distillation Framework.

Heqi Peng, Yunhong Wang, Hui Miao, Jiantao Zhou, Yuanfang Guo

IEEE Signal Process. Lett., 2026

HFA2RE: Enhancing adversarial robustness via Hyperspherical Feature Aggregation.

Heqi Peng, Mingxuan Chen, Yunhong Wang, Yuanfang Guo

Pattern Recognit., 2026

2025

Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum.

Shengpeng Xiao, Yuanfang Guo, Heqi Peng, Zeming Liu, Liang Yang, Yunhong Wang

CoRR, March, 2025

Deepfake Detection via Knowledge Injection.

Tonghui Li, Yuanfang Guo, Zeming Liu, Heqi Peng, Yunhong Wang

CoRR, March, 2025

AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation.

Heqi Peng, Yunhong Wang, Ruijie Yang, Beichen Li, Rui Wang, Yuanfang Guo

ACM Trans. Multim. Comput. Commun. Appl., February, 2025

2024

LSP Framework: A Compensatory Model for Defeating Trigger Reverse Engineering via Label Smoothing Poisoning.

Beichen Li, Yuanfang Guo, Heqi Peng, Yangxi Li, Yunhong Wang

CoRR, 2024