IEEE TASK FORCE on Learning for gRAPHS
NEWS
2024
(18/05/2023) The special issue on Graph Learning will be published in IEEE Transactions on Neural Networks and Learning Systems (TNNLS) in 2024.
(18/03/2023) The TF will be organizing a special session on Deep Learning for Graphs (DL4G) at WCCI-2024 at Yokohama, Japan.
(20/03/2024) The TF will be organizing a tutorial on Foundation Models for Time Serie Analysis s at KDD-2024 at Barcelona, Spain.
(20/02/2024) The TF will be organizing a workshop on Large Language Models for Graph Learning at TheWebCon (WWW) 2024 at Singapore.
(20/02/2024) The TF will be organizing a workshop on AI for Time Series Analysis at IJCAI-2024 at Jeju Island, South Korea.
(20/01/2024) The TF will be organizing a workshop on Machine Learning on Graphs (MLoG) at WSDM-2024.
(20/01/2024) The TF will be organizing a workshop on AI for Time Series Analysis at AAAI-2024 at VANCOUVER, CANADA.
2023
(20/11/2023) The TF will be organizing a workshop on Graph Machine Learning for Recommender Systems (GML4Rec) at IEEE ICDM 2023 on Dec 1, 2023 in Beijing.
(20/11/2023) The TF will be organizing a workshop on International Workshop on Learning with Knowledge Graphs at IEEE ICDM 2023 on Dec 1, 2023 in Beijing.
(20/10/2023) The TF will be delivering a tutorial on Data Centric Graph Machine Learning at ADC-2023 at Melbourne, Australia.
(20/07/2023) The TF will be organizing a workshop on AI for Time Series Analysis at IJCAI-2023 at Macao.
(18/04/2023) The TF will be organizing a special issue on Graph Machine Learning for Recommender Systems (GML4Rec) in IEEE Transactions on Big Data. Submissions are welcome.
(18/04/2023) The TF will be organizing a special issue on Graph Machine Learning in Pattern Recognition Journal. Submissions are welcome.
(18/04/2023) The TF will be organizing a tutorial on Graph Self-Supervised Learning at IJCNN 2023.
(18/04/2023) The TF will be organizing a tutorial on Graph Minimally-supervised Learning at SDM 2023.
(18/04/2023) The TF will be organizing a tutorial on Graph-based Processing of Spatiotemporal Time Series: Forecasting, Reconstruction and Analysis at ECML-PKDD 2023.
(18/04/2023) The TF will be organizing a tutorial on Data-Efficient Graph Learning, Augmentation Methods for Graph Learning at SDM 2023.
(18/04/2023) The TF will be organizing a special session on Deep Learning for Graphs (DL4G) at IJCNN 2023. Reviews underway!
(18/04/2023) The TF will be organizing a workshop on Deep Learning meets Neuromorphic Hardware at ECML-PKDD 2023. Reviews underway!
(18/04/2023) The TF will be organizing a special session on Graph Representation Learning at ESANN 2023. Reviews underway!
2022
(20/12/2022) The TF will be organizing a workshop Sci-K 2023: 3rd International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment at WWW-23.
(20/12/2022) The TF will be organizing a workshop on Machine Learning on Graphs (MLoG) at WSDM-2023.
(20/04/2022) The TF will be organizing a special session on Deep Learning for Graphs at ESANN 2022. Reviews underway!
(20/04/2022) The TF is organizing a special session on Deep Learning for Graphs at the upcoming WCCI 2022, which has received a hundred of submitted contributions! Stay tuned for the final program upcoming.
(10/01/2022) Graph machine learning tutorial by Filippo Maria Rossi at the Northern Lights Deep Learning conference.
2021 and Earlier
(31/12/2021) The TF will be organizing a tutorial on Deep Learning for Graphs at the upcoming IJCNN 2021. Do not forget to select the tutorial when registering to the conference!
(20/07/2020) Two TF tutorials completed last week! You can find slides and references in the respective pages: WCCI2020 and ACLD2020 (3 lecture course)
(10/04/2020) The TF supports COVID-19 research coordinating molecular graphs and proteomics interactome analysis in the CLAIRE-AI initiative. Sign yourself as a volunteer to topic T4 Bioinformatics if interested in contributing.
(01/04/2020) The TF will be organizing a tutorial on "Deep Learning for Graphs – Processing symbolic relationships with neural networks" at the upcoming ECAI 2020.
(26/02/2020) The TF will be organizing a tutorial on Deep Learning for Graphs at the upcoming WCCI 2020. Do not forget to select the tutorial when registering to the conference!
(25/02/2020) The IEEE Task Force on Learning for structured data has officially been approved. This is its official website! Very much still work in progress, but stay tuned!