Siyang Jiang

Efficiency Optimization Techniques in Privacy-Preserving Federated Learning With Homomorphic Encryption: A Brief Survey

Qipeng Xie, Siyang Jiang, Linshan Jiang et al. · IEEE Internet of Things Journal · 2024 · 120 citations

BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning

Xian Shuai, Yulin Shen, Siyang Jiang et al. · 2022 · 61 citations

Artificial Intelligence, Engineering, Machine Learning +19

Searching for Key Cycles in a Complex Network

Siyang Jiang, Jin Zhou, Michael Small et al. · Physical Review Letters · 2023 · 52 citations

Network Science, Graph Theory, Data Science +14

Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning

Jian Hu, Siyang Jiang, Seth Austin Harding et al. · arXiv (Cornell University) · 2021 · 35 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Engineering +17

ArtFL: Exploiting Data Resolution in Federated Learning for Dynamic Runtime Inference via Multi-Scale Training

Siyang Jiang, Xian Shuai, Guoliang Xing · 2024 · 13 citations