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Yunpu Ma — most-cited papers & profile · Graph Learning
← authors
·
overview
Yunpu Ma
39
papers ·
207
citations ·
19
h-index
Munich Center for Quantum Science and Technology · Ludwig-Maximilians-Universität München
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Most-cited papers
Customized User Plane Processing via Code Generating AI Agents for Next Generation Mobile Networks
2026
Graph is a Substrate Across Data Modalities
2026
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
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
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion
2020
xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links
2020
Temporal Knowledge Graph Forecasting with Neural ODE
2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
2021
APPTeK: Agent-Based Predicate Prediction in Temporal Knowledge Graphs
2021
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion
2021
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
2021
Top co-authors
Volker Tresp
· 18
Zifeng Ding
· 8
Zhen Han
· 7
Bailan He
· 4
Jingpei Wu
· 4
Marcel Hildebrandt
· 3
Mitchell Joblin
· 3
Ruotong Liao
· 3
Jorge Andres Quintero Serna
· 2
Martin Ringsquandl
· 2
Peng Chen
· 2
Yuyi Wang
· 2
Topics
cs.AI
cs.LG
Knowledge Graphs
cs.CL
eess.SY
cs.SY
Scene & Visual Graphs
Temporal & Dynamic