Xuan-Son Vu

Research interests: trustworthy ML/DL, graph learning in NLP/multimodal data. Co-authored different neural models - e.g., ppRNN (faster version of RNN), MGTN (modular), SGTN (privacy-preseving).

Contact

xuan-son.vu@umu.se

+46 90 786 74 52

Works at

Postdoctoral fellow at Department of Computing Science

Naturvetarhuset, Umeå universitet, NAT.B2.214 Umeå universitet, 901 87 Umeå

WINFRA: A Web-Based Platform for Semantic Data Retrieval and Data Analytics

Mathematics, MDPI 2020, Vol. 8, (11)

Ait-Mlouk, Addi; Vu, Xuan-Son; Jiang, Lili

On multi-resident activity recognition in ambient smart-homes

Artificial Intelligence Review, Springer 2020, Vol. 53, (6) : 3929-3945

Tran, Son N.; Nguyen, Dung; Ngo, Tung-Son; et al.

Privacy-guardian: the vital need in machine learning with big data

Report / UMINF, 20.11

Vu, Xuan-Son

Privacy-Preserving Visual Content Tagging using Graph Transformer Networks

Proceedings of the 28th ACM International Conference on Multimedia (MM ’20), ACM Digital Library 2020 : 2299-2307

Vu, Xuan-Son; Le, Duc-Trong; Edlund, Christoffer; et al.

Multimodal Review Generation with Privacy and Fairness Awareness

Proceedings of the 28th International Conference on Computational Linguistics (COLING), 2020, International Committee on Computational LinguisticsInternational Committee on Computational Linguistics 2020 : 414-425

Vu, Xuan-Son; Nguyen, Thanh-Son; Le, Duc-Trong; et al.

Privacy-awareness in the era of Big Data and machine learning

Report / UMINF, 19.06

Vu, Xuan-Son

Graph-based Interactive Data Federation System for Heterogeneous Data Retrieval and Analytics

Proceedings of The World Wide Web Conference WWW 2019, New York, NY, USA: ACM Digital Library 2019 : 3595-3599

Vu, Xuan-Son; Ait-Mlouk, Addi; Elmroth, Erik; et al.

Generic Multilayer Network Data Analysis with the Fusion of Content and Structure

Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), 2019

Vu, Xuan-Son; Santra, Abhishek; Chakravarthy, Sharma; et al.

dpUGC: Learn Differentially Private Representation for User Generated Contents

Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), 2019

Vu, Xuan-Son; Tran, Son N.; Jiang, Lili

ETNLP: A Visual-Aided Systematic Approach to Select Pre-Trained Embeddings for a Down Stream Task

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019), Incoma Ltd. 2019 : 1285-1294

Vu, Xuan-Son; Vu, Thanh; Tran, Son N.; et al.

Improving Recurrent Neural Networks with Predictive Propagation for Sequence Labelling

Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I, Springer 2018 : 452-462

Tran, Son N.; Zhang, Qing; Nguyen, Anthony; et al.

NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter

Proceedings of The 12th International Workshop on Semantic Evaluation

Vu, Thanh; Nguyen, Dat Quoc; Vu, Xuan-Son; et al.

Lexical-semantic resources: yet powerful resources for automatic personality classification

Proceedings of the 9th Global WordNet Conference (GWC 2018), Singapore: Nanyang Technological University (NTU) 2018 : 173-182

Vu, Xuan-Son; Flekova, Lucie; Jiang, Lili; et al.

Self-adaptive Privacy Concern Detection for User-generated Content

Proceedings of the 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), 2018

Vu, Xuan-Son; Jiang, Lili

Personality-based Knowledge Extraction for Privacy-preserving Data Analysis

K-CAP 2017: Proceedings of the Knowledge Capture Conference