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• Federated Learning on Non-IID Data Silos: An Experimental Study
  2021 · 82 citations
• Practical Federated Gradient Boosting Decision Trees
  2019 · 27 citations
• Model-Contrastive Federated Learning
  2021 · 18 citations
• Practical One-Shot Federated Learning for Cross-Silo Setting
  2020 · 7 citations
• A Coupled Design of Exploiting Record Similarity for Practical Vertical Federated Learning
  2021 · 6 citations
• VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
  2023 · 2 citations
• Effective and Efficient Federated Tree Learning on Hybrid Data
  2023 · 2 citations
• Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
  2024 · 2 citations
• Exploiting Label Skews in Federated Learning with Model Concatenation
  2023 · 1 citations
• Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly
  2025
• Federated Data-Efficient Instruction Tuning for Large Language Models
  2024