TGINA/
Editorial Board

Editorial Board

  • Editor-in-Chief

    • Prof.  Jia Wu

      School of Computing, Macquarie University, Sydney, Australia.

      Research Interests:
      graph mining; data mining; knowledge graph; graph neural networks.
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  • Editorial Advisory Board

    • Prof.  Pietro Liò

      Department of Computer Science and Technology, University of Cambridge, Cambridge, UK.

      Research Interests:
      graph neural networks; computational biology; bioinformatics; machine learning; artificial intelligence; complex networks.
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    • Prof.  Philip S. Yu

      Department of Computer Science, University of Illinons Chicago, Chicago, USA.

      Research Interests:
      big data; data mining (especially on graph/network mining); social network; privacy preserving data publishing; data stream; database systems; Internet applications and technologies.
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    • Prof.  My T. Thai

      CISE Department, University of Florida, Gainesville, USA.

      Research Interests:
      big graph mining; trustworthy AI; blockchain; security and privacy; complex network analysis; approximation algorithms; quantum computing; optimization.
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    • Dr.  Charu Aggarwal

      IBM T. J. Watson Research Center, Yorktown Heights, USA.

      Research Interests:
      data mining; data streams; privacy; uncertain data; social network analysis; graph mining and learning.
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    • Prof.  Xingquan (Hill) Zhu

      Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, USA.

      Research Interests:
      data mining and machine learning; information retrieval; bioinformatics; graph network applications.
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    • Prof.  Chengqi Zhang

      Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong.

      Research Interests:
      distributed artificial intelligence; data mining; graph neural networks; time series analysis.
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    • Prof.  João Gama

      LIAAD - INESC TEC, the Laboratory of Artificial Intelligence and Decision Support, University of Porto, Porto, Portugal.

      Research Interests:
      machine learning; learning from data streams; ensembles of classifiers; constructive induction; probabilistic reasoning; graph network applications.
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  • Associate Editors

    • Prof.  Hanghang Tong

      Siebel School of Computing and Data Science, University of Illinois at Urbana-Champaign, Urbana, USA.

      Research Interests:
      large scale data mining; graph mining; social networks; healthcare; multimedia.
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    • Prof.  Shirui Pan

      School of Information and Communication Technology, Griffith University, Queensland, Australia.

      Research Interests:
      artificial intelligence; data mining; machine learning; deep learning; NLP; graph neural networks; trustworthy AI.
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    • Dr.  Giuseppe Manco

      Institute of High Performance Computing and Networks, the National Research Council, Cosenza, Italy.

      Research Interests:
      machine learning; behavioral modeling; recommender systems; cybersecurity; graph data mining, social network analysis.
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    • Prof.  Simone Scardapane

      Department of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome, Italy.

      Research Interests:
      graph neural networks; edge machine learning; continual learning; audio processing.
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    • Prof.  Wenjie Zhang

      School of Computer Science and Engineering, University of New South Wales, Australia.

      Research Interests:
      graph database; data management; big data analytics; data-centric AI.
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    • Prof.  Jiliang Tang

      Department of Computer Science and Engineering, Michigan State University, East Lansing, USA.

      Research Interests:
      graph neural networks, deep learning on graphs; trusworthy AI: safety, robustness and fairness; AI+X: education and biology.
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    • Prof.  Feng Xia

      School of Computing Technologies, RMIT University, Melbourne, Australia.

      Research Interests:
      graph learning; generative AI; digital brain; brain-computer interface; robot learning; embodied intelligence.
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    • Prof.  Francesc Serratosa

      Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Spain.

      Research Interests:
      graph matching; pattern recognition; machine learning; artificial intelligence; biometric.
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    • Prof.  Xiangnan Kong

      Department of Computer Science, Worcester Polytechnic Institute, Worcester, USA.

      Research Interests:
      graph data mining; graph machine learning; graph network applications; social networks; graph business intelligence.
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    • Prof.  Reshma Rastogi

      Department of Computer Science and Engineering, South Asian University, New Delhi, India.

      Research Interests:
      graph-based learning; quantum machine learning; optimization; data science; financial modelling.
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    • Prof.  Chuan Shi

      School of Computer Sciences, Beijing University of Posts and Telecommunications, Beijing, China.

      Research Interests:
      graph machine learning; knowledge graphs; retrieval augmentation; model reasoning; graph intelligence and its applications.
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    • Prof.  Jian Yang

      Faculty of Science and Technology, Beijing Normal-Hong Kong Baptist University, Zhuhai, China.

      Research Interests:
      graph learning; data science; machine learning; service computing.
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    • Prof.  Yue Gao

      School of Software, Tsinghua University, Beijing, China.

      Research Interests:
      graph anomaly detection; graph representation learning; machine learning; data mining; computer vision; AI safety.
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    • Prof.  Ming Li

      Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, Jinhua, China.

      Research Interests:
      graph neural networks; hypergraph neural networks; graph learning; hypergraph learning; graph machine learning; learning theory; AI for education.
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    • Prof.  Ido Guy

      Meta, Israel & Ben-Gurion University of the Negev, Israel.

      Research Interests:
      graph network applications; information retrieval; recommender systems; natural language processing; data mining and knowledge management.
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    • Prof.  Xiaomeng Li

      Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong.

      Research Interests:
      graph network applications; medical image analysis; deep learning; computer vision.
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    • Prof.  Jundong Li

      Department of Electrical and Computer Engineering, Department of Computer Science, University of Virginia, Charlottesville, USA.

      Research Interests:
      graph machine learning; data mining; machine learning; artificial intelligence; trustworthy; safe machine learning; large language models.
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    • Prof.  Hongzhi Yin

      School of Electrical Engineering and Computer Science (EECS), Faculty of Engineering, Architecture and Information Technology, The University of Queensland, Brisbane, Australia.

      Research Interests:
      recommender system; graph learning and relational machine learning; spatiotemporal data mining; foundation models and LLMs; decentralized/federated learning, edge intelligence; time series and sequence mining and prediction.
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    • Prof.  Henry Nguyen

      School of Information and Communication Technology, Griffith University, Queensland, Australia.

      Research Interests:
      AI and big data with special emphasis on IoT; remote sensing; recommendation systems; graph network applications.
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    • Prof.  Wanyu Lin

      Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hong Kong.

      Research Interests:
      graph science; machine learning (ML) techniques (GNNs, diffusion, etc.); AI with safe and ethical objectives; large language models.
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    • Prof.  Jiawei Jiang

      School of Computer Science, Wuhan University, Wuhan, China.

      Research Interests:
      large-scale machine learning algorithms; big data processing and analysis; graph computing.
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    • Prof.  Charles Rahal

      Leverhulme Centre for Demographic Science, University of Oxford, Oxford, UK.

      Research Interests:
      social sciences; econometrics; informatics; graph network applications.
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    • Prof.  Hui Liu

      College of Engineering, Michigan State University, East Lansing, USA.

      Research Interests:
      graph machine learning; trustworthy AI; data mining; machine learning; wireless communications.
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    • Prof.  Jianzhong Qi

      School of Computing and Information Systems, The University of Melbourne, Parkville, Australia.

      Research Interests:
      graph data management and mining; knowledge bases; machine learning.
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    • Prof.  Phi Le Nguyen

      School of Information and Communication Technology, Hanoi University of Science and Technology (HUST), Hanoi City, Vietnam.

      Research Interests:
      graph mining; wireless sensor network and iot; mobile edge computing; optimization of network protocol; optimization of network deployment; network resource management; reinforcement learning.
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    • Dr.  Hakim Hacid

      Artificial Intelligence and Digital Science Research Center, Technology Innovation Institute (TII), Abu Dhabi, United Arab Emirates.

      Research Interests:
      graph structures; machine learning; databases; natural language processing; security.
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    • Prof.  Guanfeng Liu

      School of Computing, Macquarie University, New South Wales, Australia.

      Research Interests:
      graph database; graph neural network; graph data mining.
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    • Prof.  Hao Peng

      School of Cyber Science and Technology, Beihang University, Beijing, China.

      Research Interests:
      graph data analysis; abnormal detection; text mining; multi-agent games; industrial data mining and systems; graph mining.
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    • Prof.  Guansong Pang

      School of Computing and Information Systems, Singapore Management University, Singapore.

      Research Interests:
      hypergraphs; complex networks; graph network applications; artificial intelligence; computer vision.
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