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@inproceedings{DBLP:conf/log/0003HJ23,
author = {Cong Fu and
Jacob Helwig and
Shuiwang Ji},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Semi-Supervised Learning for High-Fidelity Fluid Flow Reconstruction},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {36},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/fu24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/0003HJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/0003YWAMKMUQJ23,
author = {Cong Fu and
Keqiang Yan and
Limei Wang and
Wing Yee Au and
Michael McThrow and
Tao Komikado and
Koji Maruhashi and
Kanji Uchino and
Xiaoning Qian and
Shuiwang Ji},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {A Latent Diffusion Model for Protein Structure Generation},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {29},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/fu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/0003YWAMKMUQJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/BainsonHPALSBMB23,
author = {Ama Bembua Bainson and
Judith Hermanns and
Petros Petsinis and
Niklas Aavad and
Casper Dam Larsen and
Tiarnan Swayne and
Amit Boyarski and
Davide Mottin and
Alex M. Bronstein and
Panagiotis Karras},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Spectral Subgraph Localization},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {7},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/bainson24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/BainsonHPALSBMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/BaltatzisC23,
author = {Vasileios Baltatzis and
Luca Costabello},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling
and Knowledge Distillation},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {27},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/baltatzis24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/BaltatzisC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/BestaCGBNNH23,
author = {Maciej Besta and
Afonso Claudino Catarino and
Lukas Gianinazzi and
Nils Blach and
Piotr Nyczyk and
Hubert Niewiadomski and
Torsten Hoefler},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {{HOT:} Higher-Order Dynamic Graph Representation Learning With Efficient
Transformers},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {15},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/besta24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/BestaCGBNNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/BhaskarMMBVWWK23,
author = {Dhananjay Bhaskar and
Daniel Sumner Magruder and
Matheo Morales and
Edward De Brouwer and
Aarthi Venkat and
Frederik Wenkel and
Guy Wolf and
Smita Krishnaswamy},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Inferring Dynamic Regulatory Interaction Graphs From Time Series Data
With Perturbations},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {22},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/bhaskar24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/BhaskarMMBVWWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ChenSAZKGC23,
author = {Yuzhou Chen and
Ignacio Segovia{-}Dominguez and
Cuneyt Gurcan Akcora and
Zhiwei Zhen and
Murat Kantarcioglu and
Yulia R. Gel and
Baris Coskunuzer},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {{EMP:} Effective Multidimensional Persistence for Graph Representation
Learning},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {24},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/chen24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/ChenSAZKGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/DudzikGPV23,
author = {Andrew Joseph Dudzik and
Tamara von Glehn and
Razvan Pascanu and
Petar Velickovic},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Asynchronous Algorithmic Alignment With Cocycles},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {3},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/dudzik24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/DudzikGPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/EngelmayerGV23,
author = {Valerie Engelmayer and
Dobrik Georgiev and
Petar Velickovic},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Parallel Algorithms Align With Neural Execution},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {31},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/engelmayer24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/EngelmayerGV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/FaberW23,
author = {Lukas Faber and
Roger Wattenhofer},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {GwAC: GNNs With Asynchronous Communication},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {8},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/faber24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/FaberW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/FerriniLPJ23,
author = {Francesco Ferrini and
Antonio Longa and
Andrea Passerini and
Manfred Jaeger},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Meta-Path Learning for Multi-Relational Graph Neural Networks},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {2},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/ferrini24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/FerriniLPJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/Fesser023,
author = {Lukas Fesser and
Melanie Weber},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Mitigating Over-Smoothing and Over-Squashing Using Augmentations of
Forman-Ricci Curvature},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {19},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/fesser24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/Fesser023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/GeorgievNBL23,
author = {Dobrik Georgiev and
Danilo Numeroso and
Davide Bacciu and
Pietro Lio},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Neural Algorithmic Reasoning for Combinatorial Optimisation},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {28},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/georgiev24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/GeorgievNBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/GrandeS23,
author = {Vincent Peter Grande and
Michael T. Schaub},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Non-Isotropic Persistent Homology: Leveraging the Metric Dependency
of {PH}},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {17},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/grande24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/GrandeS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/GuZ23,
author = {Jing Gu and
Dongmian Zou},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message
Passing and Hyperbolic Neural Networks},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {14},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/gu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/GuZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HarariAL23,
author = {Etzion Harari and
Naphtali Abudarham and
Roee Litman},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {{GSCAN:} Graph Stability Clustering for Applications With Noise Using
Edge-Aware Excess-of-Mass},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {9},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/harari24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/HarariAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HayhoeRZPR23,
author = {Mikhail Hayhoe and
Hans Riess and
Michael M. Zavlanos and
Victor M. Preciado and
Alejandro Ribeiro},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Transferable Hypergraph Neural Networks via Spectral Similarity},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {18},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/hayhoe24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/HayhoeRZPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HeZHRCR23,
author = {Yixuan He and
Xitong Zhang and
Junjie Huang and
Benedek Rozemberczki and
Mihai Cucuringu and
Gesine Reinert},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {PyTorch Geometric Signed Directed: {A} Software Package on Graph Neural
Networks for Signed and Directed Graphs},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {12},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/he24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/HeZHRCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HoppeS23,
author = {Josef Hoppe and
Michael T. Schaub},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Representing Edge Flows on Graphs via Sparse Cell Complexes},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {1},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/hoppe24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/HoppeS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HuaLXYFEP23,
author = {Chenqing Hua and
Sitao Luan and
Minkai Xu and
Zhitao Ying and
Jie Fu and
Stefano Ermon and
Doina Precup},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {MUDiff: Unified Diffusion for Complete Molecule Generation},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {33},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/hua24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/HuaLXYFEP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/JaegerLASP23,
author = {Manfred Jaeger and
Antonio Longa and
Steve Azzolin and
Oliver Schulte and
Andrea Passerini},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {A Simple Latent Variable Model for Graph Learning and Inference},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {26},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/jaeger24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/JaegerLASP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/JurssJV23,
author = {Jonas J{\"{u}}r{\ss} and
Dulhan Hansaja Jayalath and
Petar Velickovic},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Recursive Algorithmic Reasoning},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {5},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/jurss24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/JurssJV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/KunzliGMW23,
author = {Stefan K{\"{u}}nzli and
Florian Gr{\"{o}}tschla and
Jo{\"{e}}l Mathys and
Roger Wattenhofer},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {{SURF:} {A} Generalization Benchmark for GNNs Predicting Fluid Dynamics},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {13},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/kunzli24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/KunzliGMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/LinKCT23,
author = {Xiao Lin and
Jian Kang and
Weilin Cong and
Hanghang Tong},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {BeMap: Balanced Message Passing for Fair Graph Neural Network},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {37},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/lin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/LinKCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/LovelandZHFSK23,
author = {Donald Loveland and
Jiong Zhu and
Mark Heimann and
Benjamin Fish and
Michael T. Schaub and
Danai Koutra},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {On Performance Discrepancies Across Local Homophily Levels in Graph
Neural Networks},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {6},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/loveland24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/LovelandZHFSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ManchandaGRB23,
author = {Sahil Manchanda and
Shubham Gupta and
Sayan Ranu and
Srikanta J. Bedathur},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Generative Modeling of Labeled Graphs Under Data Scarcity},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {32},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/manchanda24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/ManchandaGRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/MirjanicPV23,
author = {Vladimir V. Mirjanic and
Razvan Pascanu and
Petar Velickovic},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Latent Space Representations of Neural Algorithmic Reasoners},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {10},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/mirjanic24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/MirjanicPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/PatankarOCRMB23,
author = {Shubhankar Prashant Patankar and
Mathieu Ouellet and
Juan Cervi{\~{n}}o and
Alejandro Ribeiro and
Kieran A. Murphy and
Danielle S. Bassett},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Intrinsically Motivated Graph Exploration Using Network Theories of
Human Curiosity},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {23},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/patankar24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/PatankarOCRMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/PojerPJ23,
author = {Raffaele Pojer and
Andrea Passerini and
Manfred Jaeger},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Generalized Reasoning With Graph Neural Networks by Relational Bayesian
Network Encodings},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {16},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/pojer24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/PojerPJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/RossiCGFGB23,
author = {Emanuele Rossi and
Bertrand Charpentier and
Francesco Di Giovanni and
Fabrizio Frasca and
Stephan G{\"{u}}nnemann and
Michael M. Bronstein},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Edge Directionality Improves Learning on Heterophilic Graphs},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {25},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/rossi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/RossiCGFGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/RothL23,
author = {Andreas Roth and
Thomas Liebig},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph
Neural Networks},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {35},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/roth24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/RothL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/VillarCDSJDD00H23,
author = {Soledad Villar and
Benjamin Paul Chamberlain and
Yuanqi Du and
Hannes St{\"{a}}rk and
Chaitanya K. Joshi and
Andreea Deac and
Iulia Duta and
Joshua Robinson and
Yanqiao Zhu and
Kexin Huang and
Michelle M. Li and
Sofia Bourhim and
Ilia Igashov and
Alexandre Duval and
Mathieu Alain and
Dominique Beaini and
Xinyu Yuan},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {The Second Learning on Graphs Conference: Preface},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {i--xix},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/villar24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/VillarCDSJDD00H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/XuZ23,
author = {Tuo Xu and
Lei Zou},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Rethinking Higher-Order Representation Learning With Graph Neural
Networks},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {38},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/xu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/XuZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/YadatiKMRT23,
author = {Naganand Yadati and
Tarun Kumar and
Deepak Maurya and
Balaraman Ravindran and
Partha P. Talukdar},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {{HEAL:} Unlocking the Potential of Learning on Hypergraphs Enriched
With Attributes and Layers},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {34},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/yadati24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/YadatiKMRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/Yan0G00023,
author = {Zuoyu Yan and
Tengfei Ma and
Liangcai Gao and
Zhi Tang and
Chao Chen and
Yusu Wang},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Cycle Invariant Positional Encoding for Graph Representation Learning},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {4},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/yan24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/Yan0G00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/YanIGOOKCM23,
author = {Jiale Yan and
Hiroaki Ito and
{\'{A}}ngel L{\'{o}}pez Garc{\'{\i}}a{-}Arias and
Yasuyuki Okoshi and
Hikari Otsuka and
Kazushi Kawamura and
Thiem Van Chu and
Masato Motomura},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Multicoated and Folded Graph Neural Networks With Strong Lottery Tickets},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {11},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/yan24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/YanIGOOKCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/YuDS23,
author = {Shiqing Yu and
Mathias Drton and
Ali Shojaie},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Interaction Models and Generalized Score Matching for Compositional
Data},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {20},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/yu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/YuDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ZhenCKJG23,
author = {Zhiwei Zhen and
Yuzhou Chen and
Murat Kantarcioglu and
Kangkook Jee and
Yulia R. Gel},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {United We Stand, Divided We Fall: Networks to Graph {(N2G)} Abstraction
for Robust Graph Classification Under Graph Label Corruption},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {30},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/zhen24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/ZhenCKJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ZouZLZ23,
author = {Xiandong Zou and
Xiangyu Zhao and
Pietro Lio and
Yiren Zhao},
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Will More Expressive Graph Neural Networks Do Better on Generative
Tasks?},
booktitle = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
pages = {21},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v231/zou24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/ZouZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/log/2023,
editor = {Soledad Villar and
Benjamin Chamberlain},
title = {Learning on Graphs Conference, 27-30 November 2023, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {231},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v231/},
timestamp = {Fri, 10 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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