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Tien-Dung Cao

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2020 – today

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2024
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  - journals/corr/abs-2403-01417
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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 abs/2403.01417 (2024)
2023
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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): 119-134 (2023)
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  - conf/soict/DoCTL23
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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: 173-180
2022
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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: 102413 (2022)
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  - conf/ucc/CaoTHN22
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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: 41-50
2021
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  - conf/acsac/PhamHTCT21
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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: 1025-1038
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  - journals/corr/abs-2110-11293
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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 abs/2110.11293 (2021)
2020
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  - journals/corr/abs-2001-09782
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Tien-Dung Cao, Tram Truong Huu, Hien Duy Tran, Khanh Tran:
A Federated Learning Framework for Privacy-preserving and Parallel Training. CoRR abs/2001.09782 (2020)

2010 – 2019

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2018
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Tien-Dung Cao, Dinh-Quyen Nguyen, Hien Duy Tran:
Exploring Message Correlation in Crowd-Based Data Using Hyper Coordinates Visualization Technique. Predictive Econometrics and Big Data 2018: 95-121
2016
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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): 76-81 (2016)
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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): 16:1-16:21 (2016)
2014
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Sébastien Salva, Tien-Dung Cao:
Proxy-Monitor: An Integration of Runtime Verification with Passive Conformance Testing. Int. J. Softw. Innov. 2(2): 20-42 (2014)
2013
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  - conf/icsoc/CaoC13
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Tien-Dung Cao, Kevin Chiew:
Protecting Software as a Service in the Clouds by Validation. ICSOC Workshops 2013: 35-46
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  - conf/sera/SalvaC13
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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: 99-116
2012
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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): 1338-1350 (2012)
2011
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  - conf/apscc/CaoCFM11
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Tien-Dung Cao, Richard Castanet, Patrick Félix, Gerardo Morales:
Testing of Web Services: Tools and Experiments. APSCC 2011: 78-85
2010
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  - conf/icst/CaoFCB10
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Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada:
Online Testing Framework for Web Services. ICST 2010: 363-372
[c3]
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Tien-Dung Cao, Trung-Tien Phan-Quang, Patrick Félix, Richard Castanet:
Automated Runtime Verification for Web Services. ICWS 2010: 76-82
[c2]
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  - conf/icws/CavalliCMMSSZ10
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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: 377-384

2000 – 2009

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2009
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Tien-Dung Cao, Patrick Félix, Richard Castanet, Ismail Berrada:
Testing Web Services Composition Using the TGSE Tool. SERVICES I 2009: 187-194

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