دنبال کردن
Christopher Morris
عنوان
نقل شده توسط
نقل شده توسط
سال
Weisfeiler and leman go neural: Higher-order graph neural networks‏
C Morris, M Ritzert, M Fey, WL Hamilton, JE Lenssen, G Rattan, M Grohe‏
Proceedings of the AAAI conference on artificial intelligence 33 (01), 4602-4609, 2019‏
20192019
Hierarchical graph representation learning with differentiable pooling‏
R Ying, J You, C Morris, X Ren, WL Hamilton, J Leskovec‏
Advances in Neural Information Processing Systems 32, 2018‏
19982018
TUDataset: A collection of benchmark datasets for learning with graphs‏
C Morris, NM Kriege, F Bause, K Kersting, P Mutzel, M Neumann‏
ICML 2020 Workshop on Graph Representation Learning and Beyond (GRL+ 2020), 2020‏
1277*2020
A survey on graph kernels‏
NM Kriege, FD Johansson, C Morris‏
Applied Network Science 5, 1-42, 2020‏
5512020
Combinatorial Optimization and Reasoning with Graph Neural Networks‏
PV Quentin Cappart, Didier Chételat, Elias B. Khalil, Andrea Lodi ...‏
Journal of Machine Learning Research 24, 2023‏
4512023
Deep graph matching consensus‏
M Fey, JE Lenssen, C Morris, J Masci, NM Kriege‏
ICLR 2020, 2020‏
2552020
Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings‏
C Morris, G Rattan, P Mutzel‏
Advances in Neural Information Processing Systems 33, 2020‏
2092020
Attending to graph transformers‏
L Müller, M Galkin, C Morris, L Rampášek‏
TMLR, 2024‏
1842024
Weisfeiler and leman go machine learning: The story so far‏
C Morris, Y Lipman, H Maron, B Rieck, NM Kriege, M Grohe, M Fey, ...‏
Journal of Machine Learning Research 24, 2023‏
1482023
Faster kernels for graphs with continuous attributes via hashing‏
C Morris, NM Kriege, K Kersting, P Mutzel‏
2016 IEEE 16th International Conference on Data Mining (ICDM), 1095-1100, 2016‏
1362016
Glocalized weisfeiler-lehman graph kernels: Global-local feature maps of graphs‏
C Morris, K Kersting, P Mutzel‏
2017 IEEE International Conference on Data Mining (ICDM), 327-336, 2017‏
1162017
Reconstruction for Powerful Graph Representations‏
L Cotta, C Morris, B Ribeiro‏
Advances in Neural Information Processing Systems 34, 2021‏
1022021
Ordered Subgraph Aggregation Networks‏
C Qian, G Rattan, F Geerts, C Morris, M Niepert‏
Advances in Neural Information Processing Systems 35, 2022‏
832022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers‏
EB Khalil, C Morris, A Lodi‏
AAAI 2022, 2022‏
682022
SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks‏
C Morris, G Rattan, S Kiefer, S Ravanbakhsh‏
ICML 2022, 2022‏
492022
The machine learning for combinatorial optimization competition (ml4co): Results and insights‏
M Gasse, S Bowly, Q Cappart, J Charfreitag, L Charlin, D Chételat, ...‏
NeurIPS 2021 competitions and demonstrations track, 220-231, 2022‏
472022
A Property Testing Framework for the Theoretical Expressivity of Graph Kernels‏
NM Kriege, C Morris, A Rey, C Sohler‏
IJCAI, 2348-2354, 2018‏
412018
Temporal graph kernels for classifying dissemination processes‏
L Oettershagen, NM Kriege, C Morris, P Mutzel‏
Proceedings of the 2020 SIAM International Conference on Data Mining, 496-504, 2020‏
39*2020
Weisfeiler and Leman Go Relational‏
P Barcelo, M Galkin, C Morris, MR Orth‏
Learning on Graphs Conference, 2022‏
382022
A unifying view of explicit and implicit feature maps of graph kernels‏
NM Kriege, M Neumann, C Morris, K Kersting, P Mutzel‏
Data Mining and Knowledge Discovery 33, 1505-1547, 2019‏
38*2019
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20