Jeffrey Sardina

13 papers Misc 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings.
ICSC
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2025 J jnl
Structural Alignment of Knowledge Graphs and Link Prediction: A Survey of the Literature.
Int. J. Semantic Comput.
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2024 J jnl
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings.
CoRR
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2024 — conf
Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure.
AICS
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2024 J jnl
Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure.
CoRR
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2024 — conf
NamE: Capturing Biological Context in KGEs via Contextual Named Graph Embeddings.
EMBC
Jeffrey Sardina, Luca Costabello, Christophe Guéret, Hossein Mohammadi
2024 Misc conf
TWIG-I: Embedding-Free Link Prediction and Cross-KG Transfer Learning Using a Small Neural Architecture.
SEMANTICS
Jeffrey Sardina, Alok Debnath, John D. Kelleher, Declan O'Sullivan
2024 — conf
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models.
ICSC
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2024 J jnl
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models.
CoRR
Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan
2024 — conf
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning.
ICSC
Jeffrey Sardina, Luca Costabello, Christophe Guéret
2024 J jnl
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning.
CoRR
Jeffrey Sardina, Luca Costabello, Christophe Guéret
2022 — conf
Analysis of Attention Mechanisms in Box-Embedding Systems.
AICS
Jeffrey Sardina, Callie Sardina, John D. Kelleher, Declan O'Sullivan
2022 — conf
Structural Characteristics of Knowledge Graphs Determine the Quality of Knowledge Graph Embeddings Across Model and Hyperparameter Choices.
SeWeBMeDA@ESWC
Jeffrey Sardina, Declan O'Sullivan