Hung T. Nguyen

According to our database, Hung T. Nguyen authored at least 26 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detecting Anomalous Graphs in Labeled Multi-Graph Databases.

Hung T. Nguyen, Pierre J. Liang, Leman Akoglu

ACM Trans. Knowl. Discov. Data, February, 2023

2022

Interference Cancellation GAN Framework for Dynamic Channels.

Hung T. Nguyen, Steven Bottone, Kwang Taik Kim, Mung Chiang, H. Vincent Poor

CoRR, 2022

Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing.

Hung T. Nguyen, H. Vincent Poor, Mung Chiang

CoRR, 2022

2021

Fast-Convergent Federated Learning.

Hung T. Nguyen, Vikash Sehwag, Seyyedali Hosseinalipour, Christopher G. Brinton, Mung Chiang, H. Vincent Poor

IEEE J. Sel. Areas Commun., 2021

On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge.

Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim, Mung Chiang

Proceedings of the IEEE Global Communications Conference, 2021

Adversarial Neural Networks for Error Correcting Codes.

Hung T. Nguyen, Steven Bottone, Kwang Taik Kim, Mung Chiang, H. Vincent Poor

Proceedings of the IEEE Global Communications Conference, 2021

GAWD: graph anomaly detection in weighted directed graph databases.

Meng-Chieh Lee, Hung T. Nguyen, Dimitris Berberidis, Vincent S. Tseng, Leman Akoglu

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

2020

Blocking Self-Avoiding Walks Stops Cyber-Epidemics: A Scalable GPU-Based Approach.

Hung T. Nguyen, Alberto Cano, Tam Vu, Thang N. Dinh

IEEE Trans. Knowl. Data Eng., 2020

End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses.

Hung T. Nguyen, Xuejian Wang, Leman Akoglu

ACM Trans. Knowl. Discov. Data, 2020

Anomaly Detection in Large Labeled Multi-Graph Databases.

Hung T. Nguyen, Pierre J. Liang, Leman Akoglu

CoRR, 2020

2019

Continual Rare-Class Recognition with Emerging Novel Subclasses.

Hung T. Nguyen, Xuejian Wang, Leman Akoglu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Revisiting of 'Revisiting the Stop-and-Stare Algorithms for Influence Maximization'.

Hung T. Nguyen, Thang N. Dinh, My T. Thai

Proceedings of the Computational Data and Social Networks - 7th International Conference, 2018

2017

A Billion-Scale Approximation Algorithm for Maximizing Benefit in Viral Marketing.

Hung T. Nguyen, My T. Thai, Thang N. Dinh

IEEE/ACM Trans. Netw., 2017

Social Influence Spectrum at Scale: Near-Optimal Solutions for Multiple Budgets at Once.

Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo, Thang N. Dinh

ACM Trans. Inf. Syst., 2017

Outward Influence and Cascade Size Estimation in Billion-scale Networks.

Hung T. Nguyen, Tri P. Nguyen, Tam N. Vu, Thang N. Dinh

Proc. ACM Meas. Anal. Comput. Syst., 2017

Transitivity Demolition and the Falls of Social Networks.

Hung T. Nguyen, Nam P. Nguyen, Tam N. Vu, Huan X. Hoang, Thang N. Dinh

CoRR, 2017

Towards Optimal Strategy for Adaptive Probing in Incomplete Networks.

Tri P. Nguyen, Hung T. Nguyen, Thang N. Dinh

CoRR, 2017

Transitivity Demolition and the Fall of Social Networks.

Hung T. Nguyen, Nam P. Nguyen, Tam Vu, Huan X. Hoang, Thang N. Dinh

IEEE Access, 2017

Importance Sketching of Influence Dynamics in Billion-Scale Networks.

Hung T. Nguyen, Tri P. Nguyen, NhatHai Phan, Thang N. Dinh

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks.

Hung T. Nguyen, My T. Thai, Thang N. Dinh

Proceedings of the 2016 International Conference on Management of Data, 2016

Cost-aware Targeted Viral Marketing in billion-scale networks.

Hung T. Nguyen, Thang N. Dinh, My T. Thai

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Targeted cyber-attacks: Unveiling target reconnaissance strategy via Social Networks.

Hung T. Nguyen, Thang N. Dinh

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Multiple Infection Sources Identification with Provable Guarantees.

Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo, Thang N. Dinh

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Unveiling the structure of multi-attributed networks via joint non-negative matrix factorization.

Hung T. Nguyen, Thang N. Dinh

Proceedings of the 34th IEEE Military Communications Conference, 2015

Community detection in multiplex social networks.

Hung T. Nguyen, Thang N. Dinh, Tam Vu

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Social Influence Spectrum with Guarantees: Computing More in Less Time.

Thang N. Dinh, Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo

Proceedings of the Computational Social Networks - 4th International Conference, 2015