Meng Qin

Orcid: 0000-0003-3036-203X

Affiliations:
  • Hong Kong University of Science and Technology (HKUST), Department of Computer Science & Technology, Tai Po Tsai, Hong Kong
  • Peking University Shenzhen, School of Electronics and Computer Engineering (SECE), Shenzhen, China
  • Tianjin University, School of Computer Science and Technology , Tianjin, China


According to our database1, Meng Qin authored at least 18 papers between 2017 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

Online presence:

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Bibliography

2024
Temporal Link Prediction: A Unified Framework, Taxonomy, and Review.
ACM Comput. Surv., April, 2024

IRWE: Inductive Random Walk for Joint Inference of Identity and Position Network Embedding.
Trans. Mach. Learn. Res., 2024

Towards a Unified Method for Network Dynamic via Adversarial Weighted Link Prediction.
CoRR, 2024

Pre-train and Refine: Towards Higher Efficiency in K-Agnostic Community Detection without Quality Degradation.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Towards Faster Graph Partitioning via Pre-Training and Inductive Inference.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

2023
Towards a Better Tradeoff between Quality and Efficiency of Community Detection: An Inductive Embedding Method across Graphs.
ACM Trans. Knowl. Discov. Data, November, 2023

High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation.
IEEE Trans. Knowl. Data Eng., September, 2023

Adaptive Network Embedding with Arbitrary Multiple Information Sources in Attributed Graphs.
CoRR, 2023

Semantic Random Walk for Graph Representation Learning in Attributed Graphs.
CoRR, 2023

RaftGP: Random Fast Graph Partitioning.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022
Trading off Quality for Efficiency of Community Detection: An Inductive Method across Graphs.
CoRR, 2022

2021
Dual-channel hybrid community detection in attributed networks.
Inf. Sci., 2021

2019
Towards a Profiling View for Unsupervised Traffic Classification by Exploring the Statistic Features and Link Patterns.
Proceedings of the 2019 Workshop on Network Meets AI & ML, 2019

Identifying Interpretable Link Communities with User Interactions and Messages in Social Networks.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018
Adaptive community detection incorporating topology and content in social networks<sup>✰</sup>.
Knowl. Based Syst., 2018

Adaptive Multiple Non-negative Matrix Factorization for Temporal Link Prediction in Dynamic Networks.
Proceedings of the 2018 Workshop on Network Meets AI & ML, 2018

2017
Adaptive Community Detection Incorporating Topology and Content in Social Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017


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