Marc Brockschmidt

13 papers · 2017–2023 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (16) 🌍 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

Miltiadis Allamanis (9) Alexander L. Gaunt (3) Eui Chul Shin (1) Ryota Tomioka (1) Nan Duan (1) Daya Guo (1) Graham Neubig (1) Nikolaus Stiefl (1) Krzysztof Maziarz (1) Henry Jackson-Flux (1)

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