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Exploring Representation of Horn Clauses using GNNs (technique report)


Jun 20, 2022
Chencheng Liang, Philipp Rümmer, Marc Brockschmidt

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HEAT: Hyperedge Attention Networks


Jan 28, 2022
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis

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Learning to Generate Code Sketches


Jun 18, 2021
Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis

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Self-Supervised Bug Detection and Repair


May 26, 2021
Miltiadis Allamanis, Henry Jackson-Flux, Marc Brockschmidt

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Learning to Extend Molecular Scaffolds with Structural Motifs


Mar 05, 2021
Krzysztof Maziarz, Henry Jackson-Flux, Pashmina Cameron, Finton Sirockin, Nadine Schneider, Nikolaus Stiefl, Marc Brockschmidt

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Copy that! Editing Sequences by Copying Spans


Jun 08, 2020
Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt

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Analyzing Privacy Loss in Updates of Natural Language Models


Jan 14, 2020
Shruti Tople, Marc Brockschmidt, Boris Köpf, Olga Ohrimenko, Santiago Zanella-Béguelin

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Disentangling Interpretable Generative Parameters of Random and Real-World Graphs


Nov 06, 2019
Niklas Stoehr, Emine Yilmaz, Marc Brockschmidt, Jan Stuehmer

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* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Workshop on Graph Representation Learning 

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