Tien-Dung Cao

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Learning Frameworks

Privacy Preservation

Top Venues

IEEE Internet Comput.

J. Reliab. Intell. Environ.

Publications

Tien-Dung Cao, Nguyen T. Vuong, Thai Q. Le, Hoang V. N. Dao, Tram Truong Huu
Asyn2F: An Asynchronous Federated Learning Framework with Bidirectional Model Aggregation. CoRR (2024)
Duc-Thao Do, Tien-Dung Cao, Hien Tran, Huy Quoc Le
Optimizing GANs using Relativistic Discriminator with Margin Losses for Semi-supervised Learning. SoICT (2023)
Hong Linh Truong, Tram Truong-Huu, Tien-Dung Cao
Making distributed edge machine learning for resource-constrained communities and environments smarter: contexts and challenges. J. Reliab. Intell. Environ. 9 (2) (2023)
Tien-Dung Cao, Tram Truong Huu, Hien Tran, Khanh Tran
A federated deep learning framework for privacy preservation and communication efficiency. J. Syst. Archit. 124 (2022)
Tien-Dung Cao, Hong-Linh Truong, Tram Truong Huu, Minh-Tri Nguyen
Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces. UCC (2022)
Thai-Dien Pham, Thien-Lac Ho, Tram Truong-Huu, Tien-Dung Cao, Hong Linh Truong
MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks. ACSAC (2021)
Cuong V. Nguyen, Tien-Dung Cao, Tram Truong-Huu, Khanh N. Pham, Binh T. Nguyen
An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator. CoRR (2021)
Tien-Dung Cao, Tram Truong-Huu, Hien Duy Tran, Khanh Tran
A Federated Learning Framework for Privacy-preserving and Parallel Training. CoRR (2020)
Tien-Dung Cao, Hanh Huu Hoang, Hiep Xuan Huynh, Binh-Minh Nguyen, Tran Vu Pham, Minh-Triet Tran, Vu The Tran, Hong Linh Truong
IoT Services for Solving Critical Problems in Vietnam: A Research Landscape and Directions. IEEE Internet Comput. 20 (5) (2016)
Tien-Dung Cao, Tran Vu Pham, Quang Hieu Vu, Hong Linh Truong, Duc-Hung Le, Schahram Dustdar
MARSA: A Marketplace for Realtime Human Sensing Data. ACM Trans. Internet Techn. 16 (3) (2016)
Sébastien Salva, Tien-Dung Cao
Proxy-Monitor: An Integration of Runtime Verification with Passive Conformance Testing. Int. J. Softw. Innov. 2 (2) (2014)
Tien-Dung Cao, Kevin Chiew
Protecting Software as a Service in the Clouds by Validation. ICSOC Workshops (2013)
Sébastien Salva, Tien-Dung Cao
A Model-Based Testing Approach Combining Passive Conformance Testing and Runtime Verification: Application to Web Service Compositions Deployed in Clouds. SERA (selected papers) (2013)
Tien-Dung Cao, Richard Castanet, Patrick Félix, Kevin Chiew
An Approach to Automated Runtime Verification for Timed Systems: Applications to Web Services. J. Softw. 7 (6) (2012)
Tien-Dung Cao, Richard Castanet, Patrick Félix, Gerardo Morales
Testing of Web Services: Tools and Experiments. APSCC (2011)
Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada
Online Testing Framework for Web Services. ICST (2010)
Ana R. Cavalli, Tien-Dung Cao, Wissam Mallouli, Eliane Martins, Andrey Sadovykh, Sébastien Salva, Fatiha Zaïdi
WebMov: A Dedicated Framework for the Modelling and Testing of Web Services Composition. ICWS (2010)
Tien-Dung Cao, Trung-Tien Phan-Quang, Patrick Félix, Richard Castanet
Automated Runtime Verification for Web Services. ICWS (2010)
Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada
Testing Web Services Composition Using the TGSE Tool. SERVICES I (2009)