Brockschmidt, Marc

20 publications

NeurIPS 2023 Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics Leon Klein, Andrew Foong, Tor Fjelde, Bruno Mlodozeniec, Marc Brockschmidt, Sebastian Nowozin, Frank Noe, Ryota Tomioka

TMLR 2022 HEAT: Hyperedge Attention Networks Dobrik Georgiev Georgiev, Marc Brockschmidt, Miltiadis Allamanis

ICLR 2022 Learning to Complete Code with Sketches Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis

ICLR 2022 Learning to Extend Molecular Scaffolds with Structural Motifs Krzysztof Maziarz, Henry Richard Jackson-Flux, Pashmina Cameron, Finton Sirockin, Nadine Schneider, Nikolaus Stiefl, Marwin Segler, Marc Brockschmidt

AAAI 2021 Copy That! Editing Sequences by Copying Spans Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt

NeurIPS 2021 Self-Supervised Bug Detection and Repair Miltiadis Allamanis, Henry Jackson-Flux, Marc Brockschmidt

ICML 2020 GNN-FiLM: Graph Neural Networks with Feature-Wise Linear Modulation Marc Brockschmidt

ICLR 2019 Generative Code Modeling with Graphs Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov

ICLR 2019 Learning to Represent Edits Pengcheng Yin, Graham Neubig, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt

NeurIPS 2019 Program Synthesis and Semantic Parsing with Learned Code Idioms Eui Chul Shin, Miltiadis Allamanis, Marc Brockschmidt, Alex Polozov

ICLR 2019 Structured Neural Summarization Patrick Fernandes, Miltiadis Allamanis, Marc Brockschmidt

NeurIPS 2018 Constrained Graph Variational Autoencoders for Molecule Design Qi Liu, Miltiadis Allamanis, Marc Brockschmidt, Alexander Gaunt

ICMLW 2018 Execution-Guided Neural Program Decoding Chenglong Wang, Po-Sen Huang, Alex Polozov, Marc Brockschmidt, Rishabh Singh

ICLR 2018 Learning to Represent Programs with Graphs Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi

ICLR 2017 DeepCoder: Learning to Write Programs Matej Balog, Alexander L. Gaunt, Marc Brockschmidt, Sebastian Nowozin, Daniel Tarlow

ICML 2017 Differentiable Programs with Neural Libraries Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

ICLR 2017 Lifelong Perceptual Programming by Example Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow

ICLR 2017 Neural Functional Programming John K. Feser, Marc Brockschmidt, Alexander L. Gaunt, Daniel Tarlow

ICLR 2017 Neural Program Lattices Chengtao Li, Daniel Tarlow, Alexander L. Gaunt, Marc Brockschmidt, Nate Kushman

ICLR 2016 Gated Graph Sequence Neural Networks Yujia Li, Daniel Tarlow, Marc Brockschmidt, Richard S. Zemel