Search Results for author: Shujie Yang

Found 4 papers, 3 papers with code

GADY: Unsupervised Anomaly Detection on Dynamic Graphs

no code implementations25 Oct 2023 Shiqi Lou, Qingyue Zhang, Shujie Yang, Yuyang Tian, Zhaoxuan Tan, Minnan Luo

Supplementary experiments further validate the effectiveness of our model design and the necessity of each module.

Unsupervised Anomaly Detection

Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation

1 code implementation12 Apr 2023 Yifeng Shi, Feng Lv, Xinliang Wang, Chunlong Xia, Shaojie Li, Shujie Yang, Teng Xi, Gang Zhang

To address these, we designed the 1st Foundation Model Challenge, with the goal of increasing the popularity of foundation model technology in traffic scenarios and promoting the rapid development of the intelligent transportation industry.

2D Object Detection Image Retrieval +1

AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach

1 code implementation17 Aug 2022 Shujie Yang, Binchi Zhang, Shangbin Feng, Zhaoxuan Tan, Qinghua Zheng, Jun Zhou, Minnan Luo

In light of this problem, we propose AHEAD: a heterogeneity-aware unsupervised graph anomaly detection approach based on the encoder-decoder framework.

Attribute Decoder +1

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