distributed inference

Communication-efficient Distributed Statistical Inference for Massive Data with Heterogeneous Auxiliary Information JMLR 2026 DeDelayed: Deleting Remote Inference Delay via On-Device Correction CVPR 2026 DroidSpeak: KV Cache Sharing Across Fine-tuned Model Variants NSDI 2026 EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks ACL 2026 Minute-Long Videos with Dual Parallelisms AAAI 2026 TopoMA: Topology-Guided Multi-Agent Dense RGB 3D Reconstruction via Distributed Inference CVPR 2026 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 Frequentist Guarantees of Distributed (Non)-Bayesian Inference JMLR 2025 DISCO: Distributed Inference With Sparse Communications WACV 2024 DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024 Exponential Quantum Communication Advantage in Distributed Inference and Learning NeurIPS 2024 HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices NAACL 2024 LinguaLinked: Distributed Large Language Model Inference on Mobile Devices ACL 2024 Scalable Distance-based Multi-Agent Relative State Estimation via Block Multiconvex Optimization RSS 2024 Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023 Distributed Inference and Fine-tuning of Large Language Models Over The Internet NeurIPS 2023 Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023 Distributed, partially collapsed MCMC for Bayesian Nonparametrics AISTATS 2020 Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data JMLR 2020 Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes UAI 2020 Communication-Constrained Inference and the Role of Shared Randomness ICML 2019 Distributed Inference for Linear Support Vector Machine JMLR 2019 Communication Efficient Parallel Algorithms for Optimization on Manifolds NeurIPS 2018 Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation JMLR 2018 Stein Variational Message Passing for Continuous Graphical Models ICML 2018