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Si-Yang Jiang
Publications

Publications

Publications

JCSC
LiCAM: Long-Tailed Instance Segmentation with Real-Time Classification Accuracy Monitoring

Rongguang Ye, Yantong Guo, Xian Shuai,Rongye Ye, Siyang Jiang, Hui Jiang

Journal of Circuits, Systems and Computers (SCI), 2022

Denotes the corresponding authors.


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.


IPSN
BalanceFL: Addressing Class Imbalance in Long-tail Federated Learning

Xian Shuai, Yulin Shen, Siyang Jiang, Zhihe Zhao, Wenhai Lan, Guoliang Xing

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


RIIT
Rethinking The Implementation Tricks And Monotonicity Constraint In Cooperative Multi-Agent Reinforcement Learning

Jian Hu*, Siyang Jiang*, Haibin Wu, Seth Austin Harding, Shih-Wei Liao

* Denotes equal contributions


FPT
Dataflow Systolic Array Implementations of Exploring Dual-Triangular Structure in QR Decomposition Using High-Level Synthesis

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

Proc. of the IEEE International Conference on Field Programmable Technology (FPT 2021). Accept rate: 22.22%, 32 out of 144.