Pei-Duo Yu

Orcid: 0000-0003-2794-6309

According to our database1, Pei-Duo Yu authored at least 18 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Unraveling the Viral Spread of Misinformation: Maximum-Likelihood Estimation and Starlike Tree Approximation in Markovian Spreading Models.
CoRR, 2024

MCQGen: A Large Language Model-Driven MCQ Generator for Personalized Learning.
IEEE Access, 2024

Contagion Source Detection by Maximum Likelihood Estimation and Starlike Graph Approximation.
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

TrumorGPT: Query Optimization and Semantic Reasoning over Networks for Automated Fact-Checking.
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

2023
MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management.
IEEE J. Biomed. Health Informatics, December, 2023

Contagion Source Detection in Epidemic and Infodemic Outbreaks: Mathematical Analysis and Network Algorithms.
Found. Trends Netw., 2023

Privacy-Enhancing Digital Contact Tracing with Machine Learning for Pandemic Response: A Comprehensive Review.
Big Data Cogn. Comput., 2023

2022
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms.
IEEE J. Sel. Top. Signal Process., 2022

DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks with Graph Neural Networks.
CoRR, 2022

Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning.
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2019
Rumor Source Detection in Finite Graphs with Boundary Effects by Message-Passing Algorithms.
Proceedings of the Influence and Behavior Analysis in Social Networks and Social Media, 2019

Network Centralities as Statistical Inference for Large Networks: Combinatorics, Probability and Efficient Graph Algorithms.
SIGMETRICS Perform. Evaluation Rev., 2019

2018
Averting Cascading Failures in Networked Infrastructures: Poset-Constrained Graph Algorithms.
IEEE J. Sel. Top. Signal Process., 2018

Parallel Counting of Triangles in Large Graphs: Pruning and Hierarchical Clustering Algorithms.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Graph algorithms for preventing cascading failures in networks.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

2017
Rumor source detection in unicyclic graphs.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Rumor Source Detection in Finite Graphs with Boundary Effects by Message-passing Algorithms.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Optimal detection of influential spreaders in online social networks.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016


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