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Volker Tresp — most-cited papers & profile · Graph Learning
← authors
·
overview
Volker Tresp
63
papers ·
227
citations ·
58
h-index
Siemens (Germany) · Munich Center for Quantum Science and Technology · Ludwig-Maximilians-Universität München
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Most-cited papers
Embedding Models for Episodic Knowledge Graphs
2018
Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions
2018
Variational Quantum Circuit Model for Knowledge Graphs Embedding
2019
Improving Visual Relation Detection using Depth Maps
2019
Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned
2019
Reasoning on Knowledge Graphs with Debate Dynamics
2020
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs
2020
Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs
2020
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework
2020
Scene Graph Reasoning for Visual Question Answering
2020
Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing
2020
PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings
2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion
2020
Classification by Attention: Scene Graph Classification with Prior Knowledge
2020
xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links
2020
Top co-authors
Yunpu Ma
· 18
Zifeng Ding
· 10
Zhen Han
· 8
Marcel Hildebrandt
· 7
Mitchell Joblin
· 7
Martin Ringsquandl
· 6
Max Berrendorf
· 6
Jingpei Wu
· 5
Sahand Sharifzadeh
· 5
Bailan He
· 4
Ruotong Liao
· 4
Yushan Liu
· 4
Topics
cs.LG
cs.AI
cs.CL
Knowledge Graphs
stat.ML
cs.CV
Scene & Visual Graphs
Uncategorized
Temporal & Dynamic
cs.CR