Bryan Hooi - Publications, H-index & Citations

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Bryan Hooi

national university of singapore

35H-index

277Paper Count

5.8KCitation Count

Published Papers 16

Publication Date

Efficient Heterogeneous Graph Learning via Random Projection

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

OAAI

Hu, Jun; Hooi, Bryan; He, Bingsheng

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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-11-01

PREAI

Feng, Wenjie; Wang, Li; Hooi, Bryan; Ng, See Kiong; Liu, Shenghua

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MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-07-01

OAAI

Hu, Jun; Hooi, Bryan; Qian, Shengsheng; Fang, Quan; Xu, Changsheng

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CapMax: A Framework for Dynamic Network Representation Learning From the View of Multiuser Communication

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-04-01

PREAI

Yang, Chenming; Wen, Hui; Hooi, Bryan; Zhou, Liang

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Time Series Anomaly Detection With Adversarial Reconstruction Networks

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-04-01

PREAI

Liu, Shenghua; Zhou, Bin; Ding, Quan; Hooi, Bryan; Zhang, Zhengbo; Shen, Huawei; Cheng, Xueqi

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Benefit-aware early prediction of health outcomes on multivariate EEG time series

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-03-01

OAAI

Shekhar, Shubhranshu; Eswaran, Dhivya; Hooi, Bryan; Elmer, Jonathan; Faloutsos, Christos; Akoglu, Leman

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A multi-scale reconstruction method for the anomaly detection in stochastic dynamic networks

NEUROCOMPUTING

IF6.5

2023-01-01

PREAI

Yang, Chenming; Wen, Hui; Hooi, Bryan; Wu, Yue; Zhou, Liang

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Dynamic Graph-Based Anomaly Detection in the Electrical Grid

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2022-09-01

OAAI

Li, Shimiao; Pandey, Amritanshu; Hooi, Bryan; Faloutsos, Christos; Pileggi, Larry

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Real-Time Anomaly Detection in Edge Streams

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2022-01-08

OAAI

Bhatia, Siddharth; Liu, Rui; Hooi, Bryan; Yoon, Minji; Shin, Kijung; Faloutsos, Christos

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EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2021-02-01

PREAI

Feng, Wenjie; Liu, Shenghua; Faloutsos, Christos; Hooi, Bryan; Shen, Huawei; Cheng, Xueqi

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Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2020-02-09

OAAI

Shin, Kijung; Oh, Sejoon; Kim, Jisu; Hooi, Bryan; Faloutsos, Christos

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A Contrast Metric for Fraud Detection in Rich Graphs

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2019-12-01

OAAI

Liu, Shenghua; Hooi, Bryan; Faloutsos, Christos

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Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2018-01-23

PREAI

Shin, Kijung; Hooi, Bryan; Faloutsos, Christos

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Graph-Based Fraud Detection in the Face of Camouflage

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2017-06-29

PREAI

Hooi, Bryan; Shin, Kijung; Song, Hyun Ah; Beutel, Alex; Shah, Neil; Faloutsos, Christos

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Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2016-08-01

PREAI

Jiang, Meng; Beutel, Alex; Cui, Peng; Hooi, Bryan; Yang, Shiqiang; Faloutsos, Christos

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Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training

IEEE Transactions on Knowledge and Data Engineering

IF10.4

PREAI

Yufei He; Zhenyu Hou; Yukuo Cen; Jun Hu; Feng He; Xu Cheng; Jie Tang; Bryan Hooi

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Research Directions