Chaoyang He

机构：University of Southern California

发表论文 56 篇 · 总被引 13316 次 · h-index 29

代表论文

• FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings (2022 · Neural Information Processing Systems · 被引 247)
• FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System (2023 · arXiv.org · 被引 142)
• A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks (2023 · Neural Information Processing Systems · 被引 95)
• SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data (2022 · AAAI Conference on Artificial Intelligence · 被引 58)
• FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs (2023 · Knowledge Discovery and Data Mining · 被引 55)
• Federated Analytics: A survey (2023 · APSIPA Transactions on Signal and Information Processing · 被引 44)