Hung T. Nguyen

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 31

Top Topics

Viral Marketing

Social Networks

Anomaly Detection

Top Venues

ACM Trans. Knowl. Discov. Data

INFOCOM Workshops

Publications

Hung T. Nguyen, Pierre J. Liang, Leman Akoglu
Detecting Anomalous Graphs in Labeled Multi-Graph Databases. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Hung T. Nguyen, Roberto Morabito, Kwang Taik Kim, Mung Chiang
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge. CoRR (2021)
Meng-Chieh Lee, Hung T. Nguyen, Dimitris Berberidis, Vincent S. Tseng, Leman Akoglu
GAWD: graph anomaly detection in weighted directed graph databases. ASONAM (2021)
Hung T. Nguyen, Vikash Sehwag, Seyyedali Hosseinalipour, Christopher G. Brinton, Mung Chiang, H. Vincent Poor
Fast-Convergent Federated Learning. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Hung T. Nguyen, Alberto Cano, Tam Vu, Thang N. Dinh
Blocking Self-Avoiding Walks Stops Cyber-Epidemics: A Scalable GPU-Based Approach. IEEE Trans. Knowl. Data Eng. 32 (7) (2020)
Hung T. Nguyen, Vikash Sehwag, Seyyedali Hosseinalipour, Christopher G. Brinton, Mung Chiang, H. Vincent Poor
Fast-Convergent Federated Learning. CoRR (2020)
Hung T. Nguyen, Xuejian Wang, Leman Akoglu
End-to-End Continual Rare-Class Recognition with Emerging Novel Subclasses. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Hung T. Nguyen, Pierre J. Liang, Leman Akoglu
Anomaly Detection in Large Labeled Multi-Graph Databases. CoRR (2020)
Hung T. Nguyen, Xuejian Wang, Leman Akoglu
Continual Rare-Class Recognition with Emerging Novel Subclasses. CoRR (2019)
Hung T. Nguyen, Xuejian Wang, Leman Akoglu
Continual Rare-Class Recognition with Emerging Novel Subclasses. ECML/PKDD (2) (2019)
Hung T. Nguyen, Thang N. Dinh, My T. Thai
Revisiting of 'Revisiting the Stop-and-Stare Algorithms for Influence Maximization'. CSoNet (2018)
Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo, Thang N. Dinh
Social Influence Spectrum at Scale: Near-Optimal Solutions for Multiple Budgets at Once. ACM Trans. Inf. Syst. 36 (2) (2017)
Hung T. Nguyen, Tri P. Nguyen, Tam N. Vu, Thang N. Dinh
Outward Influence and Cascade Size Estimation in Billion-scale Networks. Proc. ACM Meas. Anal. Comput. Syst. 1 (1) (2017)
Hung T. Nguyen, My T. Thai, Thang N. Dinh
A Billion-Scale Approximation Algorithm for Maximizing Benefit in Viral Marketing. IEEE/ACM Trans. Netw. 25 (4) (2017)
Hung T. Nguyen, Nam P. Nguyen, Tam N. Vu, Huan X. Hoang, Thang N. Dinh
Transitivity Demolition and the Falls of Social Networks. CoRR (2017)
Hung T. Nguyen, Alberto Cano, Tam N. Vu, Thang N. Dinh
Blocking Self-avoiding Walks Stops Cyber-epidemics: A Scalable GPU-based Approach. CoRR (2017)
Hung T. Nguyen, Nam P. Nguyen, Tam Vu, Huan X. Hoang, Thang N. Dinh
Transitivity Demolition and the Fall of Social Networks. IEEE Access 5 (2017)
Hung T. Nguyen, Tri P. Nguyen, NhatHai Phan, Thang N. Dinh
Importance Sketching of Influence Dynamics in Billion-Scale Networks. ICDM (2017)
Tri P. Nguyen, Hung T. Nguyen, Thang N. Dinh
Towards Optimal Strategy for Adaptive Probing in Incomplete Networks. CoRR (2017)
Hung T. Nguyen, Tri P. Nguyen, Tam N. Vu, Thang N. Dinh
Outward Influence and Cascade Size Estimation in Billion-scale Networks. SIGMETRICS (Abstracts) (2017)
Hung T. Nguyen, Tri P. Nguyen, Tam N. Vu, Thang N. Dinh
Outward Influence and Cascade Size Estimation in Billion-scale Networks. CoRR (2017)
Hung T. Nguyen, Tri P. Nguyen, NhatHai Phan, Thang N. Dinh
Importance Sketching of Influence Dynamics in Billion-scale Networks. CoRR (2017)
Hung T. Nguyen, My T. Thai, Thang N. Dinh
Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks. CoRR (2016)
Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo, Thang N. Dinh
Multiple Infection Sources Identification with Provable Guarantees. CoRR (2016)
Hung T. Nguyen, Thang N. Dinh
Targeted cyber-attacks: Unveiling target reconnaissance strategy via Social Networks. INFOCOM Workshops (2016)
Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo, Thang N. Dinh
Multiple Infection Sources Identification with Provable Guarantees. CIKM (2016)
Hung T. Nguyen, My T. Thai, Thang N. Dinh
Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks. SIGMOD Conference (2016)
Hung T. Nguyen, Thang N. Dinh, My T. Thai
Cost-aware Targeted Viral Marketing in billion-scale networks. INFOCOM (2016)
Hung T. Nguyen, Thang N. Dinh
Unveiling the structure of multi-attributed networks via joint non-negative matrix factorization. MILCOM (2015)
Hung T. Nguyen, Thang N. Dinh, Tam Vu
Community detection in multiplex social networks. INFOCOM Workshops (2015)
Thang N. Dinh, Hung T. Nguyen, Preetam Ghosh, Michael L. Mayo
Social Influence Spectrum with Guarantees: Computing More in Less Time. CSoNet (2015)