Paper "anomaly detection" Papers

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Effective and Efficient Representation Learning for Flight Trajectories

Shuo Liu, Wenbin Li, Di Yao et al.

AAAI 2025paperarXiv:2412.16581

Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection

Zining Chen, Xingshuang Luo, Weiqiu Wang et al.

AAAI 2025paperarXiv:2412.10115
8
citations

Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective

Yiming Xu, Zhen Peng, Bin Shi et al.

AAAI 2025paperarXiv:2507.14677
8
citations

A Comprehensive Augmentation Framework for Anomaly Detection

Lin Jiang, Yaping Yan

AAAI 2024paperarXiv:2308.15068
16
citations

A Diffusion-Based Framework for Multi-Class Anomaly Detection

Haoyang He, Jiangning Zhang, Hongxu Chen et al.

AAAI 2024paperarXiv:2312.06607
41
citations

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection

Luzhi Wang, Di Jin, He Zhang et al.

AAAI 2024paperarXiv:2401.06176
21
citations

Root Cause Analysis in Microservice Using Neural Granger Causal Discovery

Cheng-Ming Lin, Ching Chang, Wei-Yao Wang et al.

AAAI 2024paperarXiv:2402.01140
32
citations

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

jiexi Liu, Songcan Chen

AAAI 2024paperarXiv:2312.15709
105
citations