Chen, Huancheng

6 publications

ICLR 2026 Quantized Gradient Projection for Memory-Efficient Continual Learning Dongjun Kim, Seohyeon Cha, Huancheng Chen, Chianing Wang, Haris Vikalo

NeurIPS 2024 Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning Huancheng Chen, Haris Vikalo

CVPR 2024 Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices Huancheng Chen, Haris Vikalo

ICML 2024 Recovering Labels from Local Updates in Federated Learning Huancheng Chen, Haris Vikalo

CVPRW 2023 Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data Huancheng Chen, Haris Vikalo

ICLR 2023 The Best of Both Worlds: Accurate Global and Personalized Models Through Federated Learning with Data-Free Hyper-Knowledge Distillation Huancheng Chen, Chianing Wang, Haris Vikalo