Xtra-Computing / VertiBenchLinks
Feature partitioner by imbalance or correlation (ICLR 2024)
☆17Updated last year
Alternatives and similar repositories for VertiBench
Users that are interested in VertiBench are comparing it to the libraries listed below
Sorting:
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Updated 2 years ago
- Python library for data stream learning☆26Updated last year
- OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)☆13Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆152Updated last year
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆38Updated 6 months ago
- ☆47Updated last year
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated 2 years ago
- ☆19Updated last year
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Updated 3 years ago
- ☆40Updated 2 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Updated 2 years ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆83Updated 4 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆50Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆102Updated last year
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆45Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆20Updated 2 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Updated 6 months ago
- ☆17Updated last year
- ☆31Updated last year
- ☆10Updated 2 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆48Updated 3 years ago
- vertical federated learning paper lists☆77Updated 5 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated 2 years ago
- Privacy attacks on Split Learning☆43Updated 4 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Updated 3 years ago
- Implementations of differentially private release mechanisms for graph statistics☆24Updated 3 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆25Updated last year
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆23Updated 4 years ago