Marc Brockschmidt
13 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🧬
Topic Evolution
🏆
Grand Slam
🔥
Unstoppable
(7)
💎
Century Club
(13)
🚀
Conference Pioneer
📈
Trend Setter
Conferences
ICLR (6)
NIPS (4)
ICML (2)
AAAI (1)
Top co-authors
Keywords
graph neural network
(2)
text generation
(1)
normalizing flow
(1)
code generation
(1)
graph generation
(1)
program synthesis
(1)
markov chain monte carlo
(1)
message passing
(1)
source code
(1)
differentiable programming
(1)
program analysis
(1)
natural language
(1)
lifelong learning
(1)
inductive bia
(1)
semantic parsing
(1)
variational autoencoder
(1)
molecular graph
(1)
latent space
(1)
molecular dynamics
(1)
text editing
(1)
Papers
Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
NIPS 2023
Learning to Complete Code with Sketches
ICLR 2022
Learning to Extend Molecular Scaffolds with Structural Motifs
ICLR 2022
Self-Supervised Bug Detection and Repair
NIPS 2021
Copy That! Editing Sequences by Copying Spans
AAAI 2021
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation
ICML 2020
Learning to Represent Edits
ICLR 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms
NIPS 2019
Structured Neural Summarization
ICLR 2019
Generative Code Modeling with Graphs
ICLR 2019
Constrained Graph Variational Autoencoders for Molecule Design
NIPS 2018
Learning to Represent Programs with Graphs
ICLR 2018
Differentiable Programs with Neural Libraries
ICML 2017