Publications

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Published Papers

Rethinking Unsupervised Graph Anomaly Detection with Deep Learning: Residuals and Objectives

Published in IEEE Transactions on Knowledge and Data Engineering, 2024

Authors: Xiaoxiao Ma, Fanzhen Liu, Jia Wu, Jian Yang, Quan Z. Sheng

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On Fake News Detection with LLM Enhanced Semantics Mining

Published in EMNLP, 2024

Authors: *Xiaoxiao Ma, Yuchen Zhang, Kaize Ding, Jian Yang, Jia Wu, Hao Fan

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Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise

Published in KDD, 2024

Authors: Kaize Ding, Xiaoxiao Ma, Yixin Liu, Shirui Pan

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Graph Anomaly Detection with Few Labels: A Data-Centric Approach

Published in KDD, 2024

Authors: *Xiaoxiao Ma, Ruikun Li, Fanzhen Liu, Kaize Ding, Jian Yang, Jia Wu

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Heterogeneous Subgraph Transformer for Fake News Detection

Published in WebConf, 2023

Authors: Yuchen Zhang, Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan

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Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping

Published in KDD, 2023

Authors: Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng

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Heterogeneous Graph Neural Network via Knowledge Relations for Fake News Detection

Published in SSDBM, 2023

Authors: Bingbing Xie, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Hao fan

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Heterogeneous Hypergraph Neural Network for Social Recommendation using Attention Network

Published in ACM Transactions on Recommender Systems, 2023

Authors: Bilal Khan, Jia Wu, Jian Yang, Xiaoxiao Ma

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Knowledge Graph Enhanced Heterogeneous Graph Neural Network for Fake News Detection

Published in IEEE Transactions on Consumer Electronics, 2023

Authors: Bingbing Xie, Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan

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DAGAD: Data Augmentation for Graph Anomaly Detection

Published in ICDM, 2022

Authors: *Fanzhen Liu, *Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal

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Deep Multi-Attributed-View Graph Representation Learning

Published in IEEE Transactions on Network Science and Engineering, 2022

Authors: Xiaoxiao Ma, Shan Xue, Jia Wu, Jian Yang, Cecile Paris, Surya Nepal, and Quan Z. Sheng

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A Comprehensive Survey on Graph Anomaly Detection with Deep Learning

Published in IEEE Transactions on Knowledge and Data Engineering, 2021

Authors: Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Chuan Zhou, Quan Z. Sheng, Hui Xiong, Leman Akoglu

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Application of Mobile Games to Support Clinical Data Collection for Patients with Niemann-Pick Disease

Published in IEEE 28th International Symposium on Computer-Based Medical Systems, 2015

Authors: Richard O. Sinnott, Jun Han, William Hu, Xiaoxiao Ma, Kuai Yu

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