conftrace_

parameter aggregation

13 papers

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Co-occurring keywords

federated learning (1333) large language model (13587) personalized model (89) instruction tuning (838) model aggregation (156) layer-wise learning (2) multimodal segmentation (4) multimodal 3d segmentation (1) workflow synthesis (1) federated instruction tuning (3)

Papers

DAWN: Distributed LLM Multi-Agent Workflow Synthesis AAAI 2026
TIPA: Typologically Informed Parameter Aggregation EACL 2026
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation CVPR 2025
A Federated Framework for LLM-based Recommendation NAACL 2025
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025
Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning IJCAI 2025
Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning IJCAI 2024
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024
Personalized Subgraph Federated Learning ICML 2023
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices NIPS 2023
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization ICML 2022
Phase-Wise Parameter Aggregation for Improving SGD Optimization WACV 2021