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Edge-similarity-aware Graph Neural Networks



Vincent Mallet , Carlos G. Oliver , William L. Hamilton


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Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks



Dylan Sandfelder , Priyesh Vijayan , William L. Hamilton

* ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 8523-8527 
* Submitted to a special session of IEEE-ICASSP 2021 

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NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs



Mikhail Galkin , Jiapeng Wu , Etienne Denis , William L. Hamilton


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Rethinking Graph Transformers with Spectral Attention



Devin Kreuzer , Dominique Beaini , William L. Hamilton , Vincent Létourneau , Prudencio Tossou


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Online Adversarial Attacks



Andjela Mladenovic , Avishek Joey Bose , Hugo Berard , William L. Hamilton , Simon Lacoste-Julien , Pascal Vincent , Gauthier Gidel

* Preprint 

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Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs



Dora Jambor , Komal Teru , Joelle Pineau , William L. Hamilton

* European Chapter of the ACL (EACL), 2021 
* code available at https://github.com/dorajam/few-shot-link-prediction-paper 

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Neural representation and generation for RNA secondary structures



Zichao Yan , William L. Hamilton , Mathieu Blanchette


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Estimating the Impact of an Improvement to a Revenue Management System: An Airline Application



Greta Laage , Emma Frejinger , William L. Hamilton , Andrea Lodi , Guillaume Rabusseau


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TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion



Jiapeng Wu , Meng Cao , Jackie Chi Kit Cheung , William L. Hamilton

* 17 pages, 9 figures. EMNLP 2020 Long Paper 

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