Lee, Sunwoo

12 publications

CVPRW 2025 GPT-FL: Generative Pre-Trained Model-Assisted Federated Learning Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr

NeurIPS 2025 Layer-Wise Update Aggregation with Recycling for Communication-Efficient Federated Learning Jisoo Kim, Sungmin Kang, Sunwoo Lee

ICLR 2025 PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo, Sol Namkung, Sunwoo Lee, Inho Jeong, Beomseok Kim, Dongsuk Jeon

ICML 2025 Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning Sunwoo Lee, Jaebak Hwang, Yonghyeon Jo, Seungyul Han

ICLR 2024 ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models Sunghyeon Woo, Sunwoo Lee, Dongsuk Jeon

AAAI 2024 FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han

AAAI 2023 Layer-Wise Adaptive Model Aggregation for Scalable Federated Learning Sunwoo Lee, Tuo Zhang, Amir Salman Avestimehr

TMLR 2023 Overcoming Resource Constraints in Federated Learning: Large Models Can Be Trained with Only Weak Clients Yue Niu, Saurav Prakash, Souvik Kundu, Sunwoo Lee, Salman Avestimehr

CVPRW 2023 TimelyFL: Heterogeneity-Aware Asynchronous Federated Learning with Adaptive Partial Training Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr

TMLR 2023 mL-BFGS: A Momentum-Based L-BFGS for Distributed Large-Scale Neural Network Optimization Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr

NeurIPSW 2022 Federated Learning of Large Models at the Edge via Principal Sub-Model Training Yue Niu, Saurav Prakash, Souvik Kundu, Sunwoo Lee, Salman Avestimehr

ICLR 2022 Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization Sunwoo Lee, Jeongwoo Park, Dongsuk Jeon