Jiawen Zhu

According to our database, Jiawen Zhu authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

AnomalyAgent: Training-Free Agentic Models for Zero-/Few-Shot Anomaly Detection.

Yi Zhang, Jiawen Zhu, Lele Fu, Guansong Pang

CoRR, May, 2026

InCTRLv2: Generalist Residual Models for Few-Shot Anomaly Detection and Segmentation.

Jiawen Zhu, Mengjia Niu, Guansong Pang

CoRR, April, 2026

Unleashing Vision-Language Semantics for Deepfake Video Detection.

Jiawen Zhu, Yunqi Miao, Xueyi Zhang, Jiankang Deng, Guansong Pang

CoRR, March, 2026

2025

Securing Foundation Models: Failure Cases, Challenges, and the Future.

Mengjia Niu, Jiawen Zhu, Hezhe Qiao, Hamed Haddadi, Guansong Pang

IEEE Intell. Syst., 2025

Adapting Large Language Models for Parameter-Efficient Log Anomaly Detection.

Ying Fu Lim, Jiawen Zhu, Guansong Pang

Proceedings of the Data Science: Foundations and Applications, 2025

Fine-Grained Abnormality Prompt Learning for Zero-Shot Anomaly Detection.

Jiawen Zhu, Yew-Soon Ong, Chunhua Shen, Guansong Pang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Toward Generalist Anomaly Detection via In-Context Residual Learning with Few-Shot Sample Prompts.

Jiawen Zhu, Guansong Pang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Anomaly Heterogeneity Learning for Open-Set Supervised Anomaly Detection.

Jiawen Zhu, Choubo Ding, Yu Tian, Guansong Pang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Anomaly Detection under Distribution Shift.

Tri Cao, Jiawen Zhu, Guansong Pang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023