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Sunwoo Lee

Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning

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Mar 18, 2025
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Asynchronous Sharpness-Aware Minimization For Fast and Accurate Deep Learning

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Mar 14, 2025
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Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogenous Federated Learning

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Mar 14, 2025
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Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning

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Mar 14, 2025
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Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning

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Feb 05, 2025
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Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training

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Jun 21, 2024
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FoX: Formation-aware exploration in multi-agent reinforcement learning

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Aug 22, 2023
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mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization

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Jul 25, 2023
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WHAT, WHEN, and HOW to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue

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Jun 21, 2023
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TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training

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Apr 14, 2023
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