conftrace_

communication overhead

21 papers

Explore in graph

Co-occurring keywords

federated learning (1333) distributed training (188) communication efficiency (297) neural network optimization (1293) distributed learning (563) model compression (3302) gradient sparsification (16) large language model (13587) pipeline parallelism (21) agent communication (17)

Papers

GMFL: Efficient Global Masking for Federated LLM Fine-tuning ACL 2026
DICE: Staleness-Centric Optimizations for Parallel Diffusion MoE Inference ICCV 2025
Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025
FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025
Sketching for Distributed Deep Learning: A Sharper Analysis NIPS 2024
Feature Norm Regularized Federated Learning: Utilizing Data Disparities for Model Performance Gains IJCAI 2024
Knowledge Transfer via Compact Model in Federated Learning (Student Abstract) AAAI 2024
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models CVPR 2024
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits AAAI 2024
JointSQ: Joint Sparsification-Quantization for Distributed Learning CVPR 2024
Accelerating Neural Recommendation Training with Embedding Scheduling NSDI 2024
FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models EMNLP 2023
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning AAAI 2023
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs IJCAI 2023
FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023
FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment IJCAI 2023
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks ICML 2022
P3: Distributed Deep Graph Learning at Scale OSDI 2021
Learning Individually Inferred Communication for Multi-Agent Cooperation NIPS 2020
ATOMO: Communication-efficient Learning via Atomic Sparsification NIPS 2018