Weirui Kuang

FederatedScope: A Flexible Federated Learning Platform for Heterogeneity

Yuexiang Xie, Zhen Wang, Dawei Gao et al. · Proceedings of the VLDB Endowment · 2023 · 75 citations

Artificial Intelligence, Engineering, Data Science +12

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning

Weirui Kuang, Bingchen Qian, Zitao Li et al. · 2024 · 74 citations

Artificial Intelligence, Llm Fine-tuning, Engineering +22

FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning

Zhen Wang, Weirui Kuang, Yuexiang Xie et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 66 citations

Artificial Intelligence, Geometric Learning, Engineering +17

pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning

Daoyuan Chen, Dawei Gao, Weirui Kuang et al. · arXiv (Cornell University) · 2022 · 23 citations · Full text

Artificial Intelligence, Pfl Implementations, Engineering +20

Graph Neural Networks with Node-wise Architecture

Zhen Wang, Zhewei Wei, Yaliang Li et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 13 citations

Artificial Intelligence, Graph Neural Networks, Engineering +14