Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding

von Zhu, Jing
Veröffentlicht in SIAM International Conference on Data Mining (2021 : Online) SIAM International Conference on Data Mining (SDM21) (2021)

Refining Network Alignment to Improve Matched Neighborhood Consistency

von Heimann, Mark
Veröffentlicht in SIAM International Conference on Data Mining (2021 : Online) SIAM International Conference on Data Mining (SDM21) (2021)

SpecGreepy: Unified Dense Subgraph Detection

von Feng, Wenjie
Veröffentlicht in ECML/PKDD (2020 : Online) Machine learning and knowledge discovery in databases ; Part 1 (2021)

NEURAL EXECUTION ENGINES: LEARNING TO EXECUTE SUBROUTINES

von Yan, Yujun
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 21 of 27 (2021)

A Provable Framework of Learning Graph Embeddings via Summarization

von Zhou, Houquan
Veröffentlicht in AAAI Conference on Artificial Intelligence (37. : 2023 : Washington, DC; Online) 37th AAAI Conference on Artificial Intelligence (AAAI-23) ; Volume 4, part 2 of 2 (2023)

Analyzing Data-Centric Properties for Graph Contrastive Learning

von Trivedi, Puja
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 19 of 50 (2023)

Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation

von Jin, Di
Veröffentlicht in International Conference on Very Large Data Bases (48. : 2022 : Sydney; Online) 48th International Conference on Very Large Data Bases (VLDB 2022) ; Part 1 of 6 (2023)

BEYOND HOMOPHILY IN GRAPH NEURAL NETWORKS: CURRENT LIMITATIONS AND EFFECTIVE DESIGNS

von Zhu, Jiong
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 10 of 27 (2021)

Machine learning and knowledge discovery in databases

Veröffentlicht 2023

Machine learning and knowledge discovery in databases

Veröffentlicht 2023

Machine learning and knowledge discovery in databases

Veröffentlicht 2023

Machine learning and knowledge discovery in databases

Veröffentlicht 2023

Machine learning and knowledge discovery in databases

Veröffentlicht 2023

Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023 : proceedings