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.Ismail .Ilkan Ceylan

3 papers hereh-index 8755 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedNode Classification Meets Link Prediction on Knowledge Graphs

4 citations · 5 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2021★ 1 cited

Temporal Knowledge Graph Completion using Box Embeddings

Johannes Messner, Ralph Abboud, İsmail İlkan Ceylan

Knowledge graph completion is the task of inferring missing facts based on existing data in a knowledge graph. Temporal knowledge graph completion (TKGC) is an extension of this ta…

cs.LG2021★ 4 cited

Node Classification Meets Link Prediction on Knowledge Graphs

Ralph Abboud, İsmail İlkan Ceylan

Node classification and link prediction are widely studied in graph representation learning. While both transductive node classification and link prediction operate over a single i…

cs.AI2020

BoxE: A Box Embedding Model for Knowledge Base Completion

Ralph Abboud, İsmail İlkan Ceylan, Thomas Lukasiewicz +1

Knowledge base completion (KBC) aims to automatically infer missing facts by exploiting information already present in a knowledge base (KB). A promising approach for KBC is to emb…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.