Huan-Chih Wang (王煥智)

I’m Huan-Chih Wang (Jimmy), a Ph.D candidate in National Taiwan University. My research area focuses on Machine Learning and Data Security.

Education

2023-2024 Research Visit in TU Darmstadt, Germany.

2019-Present Ph.D. Candidate in Computer Science and Information Engineering National Taiwan University, Taiwan.

2015-2018 M.S. in Computer Science and Information Engineering National Taiwan University, Taiwan.

2017 International Student Exchange Program in Computer Science University of Illinois Urbana-Champaign, United States.

2011-2015 B.S. in Computer Science and Information Engineering National Cheng Kung University, Taiwan.

Working Experience

2018-Present Researcher @ Chunghwa Telecom Laboratories

  1. Designed a product recommendation algorithm for an e-commerce website and published it as a patent. (based on a topic model algorithm and implemented with TensorFlow) \
  2. Developed a website where users can interact with an AI assistant with a microphone and browse history conversations. (framework: React)

Publications

  1. 2021 Huan-Chih Wang, and Ja-Ling Wu, A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example, The International Conference on Security and Management (SAM ‘21), 2021.

  2. 2019 Huan-Chih Wang, and Ja-Ling Wu, A Machine Learning-Based Secure Face Verification Scheme and Its Applications to Digital Surveillance, International Conference on Digital Image & Signal Processing, 2019.

  3. 2019 Chao-Jei Tsai, Huan-Chih Wang, and Ja-Ling Wu, Three Techniques for Enhancing Chaos-Based Joint Compression and Encryption Schemes, MDPI Entropy, 2019.

Talks

  1. 2023 Huan-Chih Wang, A Fast Convolution Algorithm for Accelerating Convolution Algorithm, FHE.ORG Online Meetup. Web, Video.

Patents

  1. 2022 Huan-Chih Wang, and Fu-Chen Yang, Electronic Device and Method for Predicting Spending Amount of Customer of Shopping Website, Taiwan Patent I763165, May. 1, 2022.

Programming Skills