Marc Brockschmidt
13 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Grand Slam
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(63)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(6)
source code
(2)
message passing
(2)
code completion
(1)
text generation
(1)
semantic parsing
(1)
text editing
(1)
code generation
(1)
graph generation
(1)
program synthesis
(1)
markov chain monte carlo
(1)
differentiable programming
(1)
text summarization
(1)
semantic structure
(1)
self-supervised learning
(1)
program analysis
(1)
natural language
(1)
lifelong learning
(1)
generative model
(1)
structured prediction
(1)
Papers
Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
NeurIPS 2023
Learning to Complete Code with Sketches
ICLR 2022
Learning to Extend Molecular Scaffolds with Structural Motifs
ICLR 2022
Copy That! Editing Sequences by Copying Spans
AAAI 2021
Self-Supervised Bug Detection and Repair
NeurIPS 2021
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation
ICML 2020
Generative Code Modeling with Graphs
ICLR 2019
Learning to Represent Edits
ICLR 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms
NeurIPS 2019
Structured Neural Summarization
ICLR 2019
Constrained Graph Variational Autoencoders for Molecule Design
NeurIPS 2018
Learning to Represent Programs with Graphs
ICLR 2018
Differentiable Programs with Neural Libraries
ICML 2017