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Bryan Hooi
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Graph neural network-based anomaly detection in multivariate time series
A Deng, B Hooi
Proceedings of the AAAI conference on artificial intelligence 35 (5), 4027-4035, 2021
5482021
Rev2: Fraudulent user prediction in rating platforms
S Kumar, B Hooi, D Makhija, M Kumar, C Faloutsos, VS Subrahmanian
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
3812018
Fraudar: Bounding graph fraud in the face of camouflage
B Hooi, HA Song, A Beutel, N Shah, K Shin, C Faloutsos
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
3632016
Deep long-tailed learning: A survey
Y Zhang, B Kang, B Hooi, S Yan, J Feng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
3402023
Beatgan: Anomalous rhythm detection using adversarially generated time series.
B Zhou, S Liu, B Hooi, X Cheng, J Ye
IJCAI 2019, 4433-4439, 2019
2052019
Birdnest: Bayesian inference for ratings-fraud detection
B Hooi, N Shah, A Beutel, S Günnemann, L Akoglu, M Kumar, D Makhija, ...
Proceedings of the 2016 SIAM International Conference on Data Mining, 495-503, 2016
1472016
Mixup for node and graph classification
Y Wang, W Wang, Y Liang, Y Cai, B Hooi
Proceedings of the Web Conference 2021, 3663-3674, 2021
1252021
Nodeaug: Semi-supervised node classification with data augmentation
Y Wang, W Wang, Y Liang, Y Cai, J Liu, B Hooi
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
1232020
A general suspiciousness metric for dense blocks in multimodal data
M Jiang, A Beutel, P Cui, B Hooi, S Yang, C Faloutsos
2015 IEEE International Conference on Data Mining, 781-786, 2015
1162015
Understanding and resolving performance degradation in deep graph convolutional networks
K Zhou, Y Dong, K Wang, WS Lee, B Hooi, H Xu, J Feng
Proceedings of the 30th ACM International Conference on Information …, 2021
113*2021
M-zoom: Fast dense-block detection in tensors with quality guarantees
K Shin, B Hooi, C Faloutsos
Joint european conference on machine learning and knowledge discovery in …, 2016
1092016
Midas: Microcluster-based detector of anomalies in edge streams
S Bhatia, B Hooi, M Yoon, K Shin, C Faloutsos
Proceedings of the AAAI conference on artificial intelligence 34 (04), 3242-3249, 2020
1012020
STP-UDGAT: Spatial-temporal-preference user dimensional graph attention network for next POI recommendation
N Lim, B Hooi, SK Ng, X Wang, YL Goh, R Weng, J Varadarajan
Proceedings of the 29th ACM International Conference on Information …, 2020
942020
Flowscope: Spotting money laundering based on graphs
X Li, S Liu, Z Li, X Han, C Shi, B Hooi, H Huang, X Cheng
Proceedings of the AAAI conference on artificial intelligence 34 (04), 4731-4738, 2020
822020
Edgecentric: Anomaly detection in edge-attributed networks
N Shah, A Beutel, B Hooi, L Akoglu, S Gunnemann, D Makhija, M Kumar, ...
2016 IEEE 16Th international conference on data mining workshops (ICDMW …, 2016
812016
Holoscope: Topology-and-spike aware fraud detection
S Liu, B Hooi, C Faloutsos
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
802017
Graph-based fraud detection in the face of camouflage
B Hooi, K Shin, HA Song, A Beutel, N Shah, C Faloutsos
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (4), 1-26, 2017
762017
Fast and accurate anomaly detection in dynamic graphs with a two-pronged approach
M Yoon, B Hooi, K Shin, C Faloutsos
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
742019
D-cube: Dense-block detection in terabyte-scale tensors
K Shin, B Hooi, J Kim, C Faloutsos
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
732017
Densealert: Incremental dense-subtensor detection in tensor streams
K Shin, B Hooi, J Kim, C Faloutsos
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
712017
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Articles 1–20