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Cristian Bodnar
27  Ergebnisse:
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1

Deep Graph Mapper: Seeing Graphs Through the Neural Lens:

Bodnar, Cristian ; Cangea, Cătălina ; Liò, Pietro
Frontiers in Big Data.  4 (2021)  - p. , 2021
Link: https://doi.org/10.3389/..
 
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2

A Metric Space Perspective on Self-Supervised Policy Adapta..:

Bodnar, Cristian ; Hausman, Karol ; Dulac-Arnold, Gabriel.
IEEE Robotics and Automation Letters.  6 (2021)  3 - p. 4329-4336 , 2021
Link: https://doi.org/10.1109/..
 
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3

Variational Autoencoders for Cancer Data Integration: Desig..:

Simidjievski, Nikola ; Bodnar, Cristian ; Tariq, Ifrah...
Frontiers in Genetics.  10 (2019)  - p. , 2019
Link: https://doi.org/10.3389/..
 
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4

Deep Graph Mapper: Seeing Graphs Through the Neural Lens:

Cristian Bodnar ; Cătălina Cangea ; Pietro Liò
https://www.frontiersin.org/articles/10.3389/fdata.2021.680535/full.  , 2021
Link: https://doi.org/10.3389/..
 
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5

Variational Autoencoders for Cancer Data Integration: Desig..:

Nikola Simidjievski ; Cristian Bodnar ; Ifrah Tariq...
https://www.frontiersin.org/article/10.3389/fgene.2019.01205/full.  , 2019
Link: https://doi.org/10.3389/..
 
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6

Presentation_1_Variational Autoencoders for Cancer Data Int..:

Nikola Simidjievski ; Cristian Bodnar ; Ifrah Tariq...
doi:10.3389/fgene.2019.01205.s001.  , 2019
Link: https://doi.org/10.3389/..
 
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7

CIN++: Enhancing Topological Message Passing:

Giusti, Lorenzo ; Reu, Teodora ; Ceccarelli, Francesco..
http://arxiv.org/abs/2306.03561.  , 2023
Link: http://arxiv.org/abs/230..
 
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8

Dirichlet Energy Enhancement of Graph Neural Networks by Fr..:

Chen, Jialin ; Wang, Yuelin ; Bodnar, Cristian...
http://arxiv.org/abs/2311.05767.  , 2023
Link: http://arxiv.org/abs/231..
 
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9

On the Expressive Power of Geometric Graph Neural Networks:

Joshi, Chaitanya K ; Bodnar, Cristian ; Mathis, Simon V..
http://arxiv.org/abs/2301.09308.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

Simplicial Attention Networks:

Goh, Christopher Wei Jin ; Bodnar, Cristian ; Liò, Pietro
http://arxiv.org/abs/2204.09455.  , 2022
Link: http://arxiv.org/abs/220..
 
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11

Sheaf Neural Networks with Connection Laplacians:

Barbero, Federico ; Bodnar, Cristian ; Borde, Haitz Sáez de Ocáriz...
http://arxiv.org/abs/2206.08702.  , 2022
Link: http://arxiv.org/abs/220..
 
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12

Neural Sheaf Diffusion: A Topological Perspective on Hetero..:

Bodnar, Cristian ; Di Giovanni, Francesco ; Chamberlain, Benjamin Paul..
http://arxiv.org/abs/2202.04579.  , 2022
Link: http://arxiv.org/abs/220..
 
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13

Weisfeiler and Lehman Go Cellular: CW Networks:

Bodnar, Cristian ; Frasca, Fabrizio ; Otter, Nina...
http://arxiv.org/abs/2106.12575.  , 2021
Link: http://arxiv.org/abs/210..
 
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14

Deep Graph Mapper: Seeing Graphs Through the Neural Lens:

Bodnar, Cristian ; Cangea, Cătălina ; Liò, Pietro
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285761/.  , 2021
Link: http://www.ncbi.nlm.nih...
 
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15

Neural ODE Processes:

Norcliffe, Alexander ; Bodnar, Cristian ; Day, Ben..
http://arxiv.org/abs/2103.12413.  , 2021
Link: http://arxiv.org/abs/210..
 
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