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Ping-Chun Hsieh

Assistant Professor

20132020

Research output per year

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Personal profile

Research Interests

Bandit Learning, Reinforcement Learning, Wireless Networks, and Bayesian Optimization

Education/Academic qualification

PhD, Texas A&M University

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Projects

Deep Reinforcement Learning for Real-Time Wireless Sensing in Massive IoT

Hsieh, P.

1/09/20 → 31/08/21

Project: Government Ministry › Ministry of Science and Technology

Deep Reinforcement Learning for Real-Time Wireless Sensing in Massive IoT

Hsieh, P.

1/09/19 → 30/11/20

Project: Government Ministry › Ministry of Science and Technology

Research Output

  • 13 Conference contribution
  • 3 Article

Real-time streaming graph embedding through local actions

Liu, X., Chen, R., Hsieh, P-C., Xie, M., Duffield, N. & Wen, X., 13 May 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 285-293 9 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 4 Scopus citations

    Safe Intersection Management for Mixed Transportation Systems with Human-Driven and Autonomous Vehicles

    Liu, X., Hsieh, P-C. & Kumar, P. R., 5 Feb 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 834-841 8 p. 8635849. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2 Scopus citations

    Stay with me: Lifetime maximization through heteroscedastic linear bandits with reneging

    Hsieh, P. C., Liu, X., Bhattacharya, A. & Kumar, P. R., 1 Jan 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 4957-4966 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • A decentralized medium access protocol for real-time wireless Ad Hoc networks with unreliable transmissions

    Hsieh, P-C. & Hou, I. H., 19 Jul 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 972-982 11 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • An Experimental Study on Coverage Enhancement of LTE Cat-M1 for Machine-Type Communication

    Hsieh, P-C., Jia, Y., Parra, D. & Aithal, P., 27 Jul 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8422888. (IEEE International Conference on Communications; vol. 2018-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2 Scopus citations