Pei-Duo Yu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Mathematical Analysis

Maximum Likelihood

Personalized Learning

Top Venues

IEEE J. Sel. Top. Signal Process.

SIGMETRICS Perform. Evaluation Rev.

Publications

Ching Nam Hang, Pei-Duo Yu, Chee Wei Tan
TrumorGPT: Query Optimization and Semantic Reasoning over Networks for Automated Fact-Checking. CISS (2024)
Pei-Duo Yu, Chee-Wei Tan, Liang Zheng, Chao Zhao
Unraveling Contagion Origins: Optimal Estimation through Maximum-Likelihood and Starlike Tree Approximation in Markovian Spreading Models. CoRR (2024)
Ching Nam Hang, Chee-Wei Tan, Pei-Duo Yu
MCQGen: A Large Language Model-Driven MCQ Generator for Personalized Learning. IEEE Access 12 (2024)
Pei-Duo Yu, Liang Zheng, Chee Wei Tan
Contagion Source Detection by Maximum Likelihood Estimation and Starlike Graph Approximation. CISS (2024)
Ching Nam Hang, Pei-Duo Yu, Siya Chen, Chee-Wei Tan, Guanrong Chen
MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Chee-Wei Tan, Pei-Duo Yu
Contagion Source Detection in Epidemic and Infodemic Outbreaks: Mathematical Analysis and Network Algorithms. CoRR (2023)
Ching Nam Hang, Yi-Zhen Tsai, Pei-Duo Yu, Jiasi Chen, Chee-Wei Tan
Privacy-Enhancing Digital Contact Tracing with Machine Learning for Pandemic Response: A Comprehensive Review. Big Data Cogn. Comput. 7 (2) (2023)
Chee-Wei Tan, Pei-Duo Yu
Contagion Source Detection in Epidemic and Infodemic Outbreaks: Mathematical Analysis and Network Algorithms. Found. Trends Netw. 13 (2-3) (2023)
Pei-Duo Yu, Chee Wei Tan, Hung-Lin Fu
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Pei-Duo Yu, Chee-Wei Tan, Hung-Lin Fu
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms. CoRR (2022)
Siya Chen, Pei-Duo Yu, Chee-Wei Tan, H. Vincent Poor
Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning. CISS (2022)
Siya Chen, Pei-Duo Yu, Chee-Wei Tan, H. Vincent Poor
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks with Graph Neural Networks. CoRR (2022)
Pei-Duo Yu
Network Centralities as Statistical Inference for Large Networks: Combinatorics, Probability and Efficient Graph Algorithms. SIGMETRICS Perform. Evaluation Rev. 47 (3) (2019)
Chun-Yen Kuo, Ching Nam Hang, Pei-Duo Yu, Chee-Wei Tan
Parallel Counting of Triangles in Large Graphs: Pruning and Hierarchical Clustering Algorithms. HPEC (2018)
Pei-Duo Yu, Chee-Wei Tan, Hung-Lin Fu
Graph algorithms for preventing cascading failures in networks. CISS (2018)
Pei-Duo Yu, Chee-Wei Tan, Hung-Lin Fu
Averting Cascading Failures in Networked Infrastructures: Poset-Constrained Graph Algorithms. IEEE J. Sel. Top. Signal Process. 12 (4) (2018)
Pei-Duo Yu, Chee-Wei Tan, Hung-Lin Fu
Rumor source detection in unicyclic graphs. ITW (2017)
Pei-Duo Yu, Chee Wei Tan, Hung-Lin Fu
Rumor Source Detection in Finite Graphs with Boundary Effects by Message-passing Algorithms. ASONAM (2017)
Chee Wei Tan, Pei-Duo Yu, Chun-Kiu Lai, Wenyi Zhang, Hung-Lin Fu
Optimal detection of influential spreaders in online social networks. CISS (2016)