Welcome to my site

Khuong (Anthony) Vo

Address:

Donald Bren Hall 3069

University of California, Irvine

Irvine, CA 92697-3435, USA

Email: khuongav@uci.edu

I am a second-year Ph.D. student at the Donald Bren School of Information and Computer Sciences, University of California at Irvine. I am advised by Prof. Nikil Dutt and Prof. Hung Cao in the fields of Healthcare Internet of Things and Biomedical Signal Processing with Deep Learning.

I received my B.Eng. (Honors) degree in CS from HCMC University of Technology, Vietnam National University in 2017. I have experience in doing research in both academia and industry. My previous research focused on Statistical Natural Language Processing. I helped launch a large-scale sentiment analysis engine for YouNet - a leading social media intelligence platform in Vietnam.

[Linkedin] [Google Scholar] [Github] [Twitter]

Publications

Journals

  • T. Le, F. Ellington, T.-Y. Lee, K. Vo, M. Khine, S. Krishnan, N. Dutt, and H. Cao. "Continuous Non-invasive Blood Pressure Monitoring: A Methodological Review on Measurement Techniques", IEEE Access, Volume 8, 2020 (Q1 - 5-year IF: 4.076). [link][pdf]

  • K. Vo, T. Le, A.M. Rahmani, N. Dutt, and H. Cao. “An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram”, Sensors, MDPI, Volume 20, Issue 13, 2020 (SCIE, PubMed, Scopus - Q1 - 5-year IF: 3.427). [link][pdf]

  • K. Vo, T. Nguyen, D. Pham, M. Nguyen, M. Truong, T. Mai, and T. Quan. “Combination of Domain Knowledge and Deep Learning for Sentiment Analysis of Short and Informal Messages on Social Media”, International Journal of Computational Vision and Robotics, Inderscience Publisher, Volume 9, Issue 5, 2019 (Scopus). [link][pdf]

  • K. Vo, Nguyen, D. Pham, M. Nguyen, M. Truong, D. Nguyen, and T. Quan. “Handling Negative Mentions on Social Media Channels using Deep Learning”, Journal of Information and Telecommunication, Taylor & Francis Publisher, Volume 3, Issue 3, 2019. [link]


Conferences

  • K. Vo, E.K. Naeini, A. Naderi, D. Jilani, A.M. Rahmani, N. Dutt, and H. Cao. “P2E-WGAN: ECG Waveform Synthesis from PPG with Conditional Wasserstein Generative Adversarial Networks”, in Proceedings of the 36th Annual ACM Symposium on Applied Computing, ACM, Republic of Korea, March 2021 (Accepted).

  • T.-Y. Lee, K. Vo, W. Baek, M. Khine, and N. Dutt. “STINT: Selective Transmission for Low-Energy Physiological Monitoring”, in Proceedings of 2020 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), IEEE, Boston, USA, August 2020. [link][pdf]

  • K. Vo, D. Pham, M. Nguyen, T. Mai, and T. Quan. “Combination of Domain Knowledge and Deep Learning for Sentiment Analysis”, in Proceedings of the 11th Multi-disciplinary International Workshop on Artificial Intelligence (MIWAI), LNAI, Springer-Verlag, Brunei, November 2017. [link][pdf]

  • A.K. Vo, T.K. Dang, and J. Küng. “A NoSQL Data-based Personalized Recommendation System for C2C e-Commerce”, in Proceedings of the 28th International Conference on Database and Expert Systems and Applications (DEXA), LNCS, Springer-Verlag, Lyon, France, August 2017. [link]

  • D. Nguyen, K. Vo, D. Pham, M. Nguyen, and T. Quan. “A Deep Architecture for Sentiment Analysis of News Articles”, in Proceedings of the 5th International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA), LNCS, Springer-Verlag, Berlin, Germany, June-July 2017. [link]

  • T.K. Dang, D.D. Ho, D.M.C. Pham, A.K. Vo, and H.H. Nguyen. “A Cross-Checking Based Method for Fraudulent Detection on E-commercial Crawling Data”, in Proceedings of the 2016 International Conference on Advanced Computing and Applications (ACOMP), IEEE CPS, Can Tho, Vietnam, November 2016. [link]

Projects

  • Inductive Graph Convolutional Neural Networks for Few-Shot Learning Text Classification [link]

  • PyTorch implementation of the paper "Semi-Supervised Learning With GANs: Revisiting Manifold Regularization" [link]

Awards

  • A Winner of the UCI Machine Learning Hackathon - Outstanding Submission Award, UC Irvine, 2020.

  • Innovative Asia Scholarship, Japan International Cooperation Agency (JICA), 2017.

  • Globalink Research Scholarship, Mitacs, 2015.