Marcel Hildebrandt | DeepAI

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∙ 05/15/2023

A Knowledge Graph Perspective on Supply Chain Resilience

Global crises and regulatory developments require increased supply chain...

0 Yushan Liu, et al. ∙

∙ 08/04/2022

Neuro-symbolic computing with spiking neural networks

Knowledge graphs are an expressive and widely used data structure due to...

0 Dominik Dold, et al. ∙

∙ 06/03/2022

On Calibration of Graph Neural Networks for Node Classification

Graphs can model real-world, complex systems by representing entities an...

0 Tong Liu, et al. ∙

∙ 12/15/2021

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs

Conventional static knowledge graphs model entities in relational data a...

0 Yushan Liu, et al. ∙

∙ 09/21/2021

Learning through structure: towards deep neuromorphic knowledge graph embeddings

Computing latent representations for graph-structured data is an ubiquit...

0 Victor Caceres Chian, et al. ∙

∙ 09/08/2021

Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids

The application of graph neural networks (GNNs) to the domain of electri...

0 Martin Ringsquandl, et al. ∙

∙ 07/13/2021

Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering

Visual Question Answering (VQA) is concerned with answering free-form qu...

0 Rajat Koner, et al. ∙

∙ 03/18/2021

Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs

Biomedical knowledge graphs permit an integrative computational approach...

0 Yushan Liu, et al. ∙

∙ 07/10/2020

Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing

The graph structure of biomedical data differs from those in typical kno...

0 Yushan Liu, et al. ∙

∙ 07/02/2020

Scene Graph Reasoning for Visual Question Answering

Visual question answering is concerned with answering free-form question...

0 Marcel Hildebrandt, et al. ∙

∙ 01/09/2020

Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs

We propose a novel method for fact-checking on knowledge graphs based on...

0 Marcel Hildebrandt, et al. ∙

∙ 01/02/2020

Reasoning on Knowledge Graphs with Debate Dynamics

We propose a novel method for automatic reasoning on knowledge graphs ba...

0 Marcel Hildebrandt, et al. ∙

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