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Bolin Ding — most-cited papers & profile · Federated Learning
← authors
·
overview
Bolin Ding
85
papers ·
1337
citations ·
41
h-index
Alibaba Group (United States) · Alibaba Group (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
2022 · 23 citations
Efficient Personalized Federated Learning via Sparse Model-Adaptation
2023 · 9 citations
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
2023 · 9 citations
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
2023 · 8 citations
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
2022 · 6 citations
FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization
2022 · 6 citations
Improving LoRA in Privacy-preserving Federated Learning
2024 · 6 citations
A Benchmark for Federated Hetero-Task Learning
2022 · 3 citations
FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
2022 · 2 citations
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
2024 · 2 citations
Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks
2023 · 1 citations
FS-Real: Towards Real-World Cross-Device Federated Learning
2023 · 1 citations
Exploring Selective Layer Fine-Tuning in Federated Learning
2024 · 1 citations
Tree-based Models for Vertical Federated Learning: A Survey
2025
Deep Efficient Private Neighbor Generation for Subgraph Federated Learning
2024
Top co-authors
Yaliang Li
· 17
Daoyuan Chen
· 8
Yuexiang Xie
· 8
Liuyi Yao
· 7
Dawei Gao
· 6
Weirui Kuang
· 6
Jingren Zhou
· 5
Zitao Li
· 5
Zhen Wang
· 4
Bingchen Qian
· 3
Xiaofang Zhou
· 2
Xuchen Pan
· 2
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication