Siyang Jiang

Ph.D. student
at The Chinese University of Hong Kong

E-mail
Facebook
Github
Google Scholar

(Please move to Siyang Jiang Homepage.)

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.

News

  • Congratulations! One paper is accepted in AAAI 23.
2022-11-20
  • Congratulations! One paper is accepted in FPT 22.
2022-10-12
2022-10-07
  • 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.
2022-08-07
2022-05-19
  • Congratulations! One Chinese Patent is authorized.
 2022-03-25

Selected Publications

AAAI

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.

IPSN

BalanceFL: Addressing Class Imbalance in Long-tail Federated Learning

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

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


PAKDD

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.

Patent

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

Experience

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