Christopher Morris

1. Hierarchical Graph Representation Learning with Differentiable Pooling
   2018/06/22 by Rex Ying, Ying, Rex, Jiaxuan You +9 · 58 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
2. Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
   2025/02/20 by Maya Bechler-Speicher, Bechler-Speicher, Maya, Ben Finkelshtein +23 · 5 voices · 19 citations
   Computer Science · #cs.LG #cs.AI #cs.NE
3. The Machine Learning for Combinatorial Optimization Competition (ML4CO):\n Results and Insights
   2022/03/04 by Maxime Gasse, Quentin Cappart, Gasse, Maxime +81 · 11 citations
   Engineering · #Optimization and Packing Problems #Vehicle Routing Optimization Methods #Maritime Ports and Logistics
4. Reconstruction for Powerful Graph Representations
   2021/10/01 by Leonardo Cotta, Christopher Morris, Cotta, Leonardo +3 · 7 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Topic Modeling
5. Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems
   2023/10/16 by Chendi Qian, Qian, Chendi, Didier Chételat +3 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Machine Learning and Algorithms
6. Combinatorial optimization and reasoning with graph neural networks
   2021/02/18 by Quentin Cappart, Didier Chételat, Elias Khalil +3 · 1 voice · 1 citation
   Computer Science · Mathematics · #cs.LG #cs.DS #cs.NE #math.OC #stat.ML
7. Output-sensitive Complexity of Multiobjective Combinatorial Optimization
   2016/10/23 by Fritz Bökler, Matthias Ehrgott, Bökler, Fritz +5 · 2 citations
   Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #Constraint Satisfaction and Optimization #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
8. Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings
   2019/04/02 by Christopher Morris, Gaurav Rattan, Morris, Christopher +3 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science
9. The Legal Geographies of Contracts: A Method on Formation, Substance and Enforcement
   2024/11/01 by Christopher Morris · 1 voice · 1 citation
   Social Sciences · Economics, Econometrics and Finance · #European and International Contract Law #Law, Economics, and Judicial Systems #Legal principles and applications