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Learning_on_SCs
Code underlying: Hodge-Aware Convolutional Learning on Simplicial Complexes
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Description
This implements the convolutional neural network models on simplicial complexes, including applications of simplex-prediction and trajectory prediction.
License
- CC-BY-4.0
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Reference papers
Mentions
- 1.Author(s): Elvin Isufi, Geert Leus, Baltasar Beferull-Lozano, Sergio Barbarossa, Paolo Di LorenzoPublished in Signal Processing by Elsevier BV in 2025, page: 10993010.1016/j.sigpro.2025.109930
- 2.Author(s): Joshin Krishnan, Rohan Money, Baltasar Beferull-Lozano, Elvin IsufiPublished in IEEE Transactions on Signal Processing by Institute of Electrical and Electronics Engineers (IEEE) in 2024, page: 5454-546910.1109/tsp.2024.3503063
- 3.Author(s): Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio BarbarossaPublished in IEEE Transactions on Signal and Information Processing over Networks by Institute of Electrical and Electronics Engineers (IEEE) in 2024, page: 833-85010.1109/tsipn.2024.3485473
- 1.Author(s): Isufi Elvin, Geert Leus, Baltasar Beferull-Lozano, Sergio Barbarossa, Paolo Di LorenzoPublished by Elsevier BV in 202410.2139/ssrn.5043391
- 2.Author(s): Joshin Krishnan, Rohan Money, Baltasar Beferull-Lozano, Elvin IsufiPublished by Institute of Electrical and Electronics Engineers (IEEE) in 202410.36227/techrxiv.171560860.00003811/v1
- 3.Author(s): Mathilde Papillon, Mustafa Hajij, Helen Jenne, Johan Mathe, Audun Myers, Theodore Papamarkou, Tolga Birdal, Tamal Dey, Tim Doster, Tegan Emerson, Gurusankar Gopalakrishnan, Devendra Govil, Aldo Guzmán-Sáenz, Henry Kvinge, Neal Livesay, Soham Mukherjee, Shreyas N. Samaga, Karthikeyan Natesan Ramamurthy, Maneel Reddy Karri, Paul RosenPublished by arXiv in 202310.48550/arxiv.2309.15188
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Maosheng Yang
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