Siyang Jiang Homepage

Siyang Jiang Homepage

About Me

I am a fresh Ph.D in Department of Information Engineering, The Chinese University of Hong Kong (CUHK) , supervised by Prof. Guoliang Xing. Before that, I worked with Prof. Ming-Syan Chen in NTU. My research interest includes AIoT, Fedearated Learning, Few-shot Learning and high-performance computing.


  • 2022-11-20 Congratulations! One paper is accepted in AAAI 23
  • 2022-10-12 Congratulations! One paper is accepted in FPT 22.
  • 2022-10-07 Congratulations! One paper is accepted in Neural Networks.
  • 2022-08-07 Congratulations! One paper is accepted in JCSC. This work is the first work which I attended as a supervisor (with Prof. Hui Jiang in HZU). The first author is an undergraduate (grade three) student when we submitted this work.
  • 2022-05-19 Congratulations! Best Student Paper Award PAKDD 2022.
  • 2022-03-25 Congratulations! One Chinese Patent is authorized.

Selected Publications

Incremental Reinforcement Learning with Dual-Adaptive ϵ-greedy Exploration

Wei Ding*, Siyang Jiang*, Hsi-Wen Chen*,Ming-Syan Chen

Proc. of Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023). Accept rate: 19.60%, 1721 out of 8777
* denotes the equal contribution.

BalanceFL: Addressing Class Imbalance in Long-tail Federated Learning

Xian Shuai, Yulin Shen, Siyang Jiang, Zhihe Zhao, Zhenyu Yan, Guoliang Xing

ACM/IEEE Intermational Conference on Information Processing in Sensor Networks (IPSN 2022). Accept rate: 30.15%, 38 out of 126.

PGADA:Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-QueryShift

Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen

Proc. of the 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD, 2022). Accept rate: 19.30%, 121 out of 627.


A Big Data-Based Learning Method For Complex Panel Data (Invention Patent)
Hui Jiang, Bo Liu, Siyang Jiang.
State Intellectual Property Office Of The People's Republic Of China,
Patent No.:  ZL 2018 1 0343772.3
Patent Application Date:  April 17, 2018
Patent Grant Announcement Date:  March 25, 2022
Big Data Intelligent Collection And Statistical Analysis Management System (Software Copyright)
Used To Collect And Analyze Large-Capacity Data Which Is Difficult To Capture, Manage, And Analyze
Computer Software Copyright Of China Certification ID:  Z2018SR134747


Research Assistant
Department of Information Engineering, The Chinese University of Hong Kong.
Advisor: Prof. Guoliang Xing
02/2022 - present
Research Assistant
Thrust of Internet of Things, The Hong Kong University of Science and Technology (Guangzhou).
Advisor: Prof. Songze Li
11/2021 - 02/2022
Research Assistant
Department of Electrical Engineering, National Taiwan University.
Advisor: Prof. Ming-Syan Chen
10/2019 - 06/2021

Honors and Awards

Academic Service

  • PC/Reviewer as WACV 21, ECML-PKDD 21-22
  • Session Chair as ECML-PKDD 21