Marc Brockschmidt
- DeepCoder: Learning to Write Programs
2016/11/07 by Matej Balog, Balog, Matej, Alexander L. Gaunt +7 · 4 voices · 44 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Security and Verification in Computing
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1398 citations
#cs.CL #cs.AI
- Gated Graph Sequence Neural Networks
2015/11/17 by Yujia Li, Daniel Tarlow, Li, Yujia +5 · 156 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Topic Modeling
- CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
2019/09/20 by Hamel Husain, Ho-Hsiang Wu, Husain, Hamel +7 · 97 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- Learning to Represent Programs with Graphs
2017/11/01 by Miltiadis Allamanis, Marc Brockschmidt, Allamanis, Miltiadis +3 · 22 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- Constrained Graph Variational Autoencoders for Molecule Design
2018/05/23 by Qi Liu, Liu, Qi, Miltiadis Allamanis +5 · 23 citations
Computer Science · Materials Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
- Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
2023/02/02 by Leon Klein, Klein, Leon, Andrew Y. K. Foong +13 · 18 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Mass Spectrometry Techniques and Applications #Protein Structure and Dynamics #Statistical Mechanics (cond-mat.stat-mech)
- Generative Code Modeling with Graphs
2018/05/22 by Marc Brockschmidt, Miltiadis Allamanis, Brockschmidt, Marc +5 · 10 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- TerpreT: A Probabilistic Programming Language for Program Induction
2016/08/15 by Alexander L. Gaunt, Marc Brockschmidt, Gaunt, Alexander L. +11 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Self-Supervised Bug Detection and Repair
2021/05/26 by Miltiadis Allamanis, Henry Jackson-Flux, Allamanis, Miltiadis +3 · 6 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- Differentiable Programs with Neural Libraries
2016/11/07 by Alexander L. Gaunt, Gaunt, Alexander L., Marc Brockschmidt +5 · 5 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Applications
- SmartPaste: Learning to Adapt Source Code
2017/05/22 by Miltiadis Allamanis, Marc Brockschmidt, Allamanis, Miltiadis +1 · 5 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Web Data Mining and Analysis
- Learning to Represent Edits
2018/10/31 by Pengcheng Yin, Yin, Pengcheng, Graham Neubig +7 · 5 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Customizing an LLM for Enterprise Software Engineering
2026/05/15 by Aditya Kini, Satish Chandra, Milad Hashemi +15 · 2 voices
#cs.SE
- Analyzing Runtime and Size Complexity of Integer Programs
2016/08/02 by Marc Brockschmidt, Fabian Emmes, Stephan Falke +2 · 2 citations
Computer Science · #Formal Methods in Verification #Logic, programming, and type systems #Parallel Computing and Optimization Techniques
- Differentiable Functional Program Interpreters
2016/11/07 by John Feser, Feser, John K., Marc Brockschmidt +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
- Disentangling Interpretable Generative Parameters of Random and\n Real-World Graphs
2019/10/12 by Niklas Stoehr, Emine Yılmaz, Stoehr, Niklas +5 · 1 citation
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Chaotic Dynamics (nlin.CD) #Computational and Text Analysis Methods #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling