most citedDecentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation

9 citations · 17 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2025

Communication Efficient Adaptive Model-Driven Quantum Federated Learning

Dev Gurung, Shiva Raj Pokhrel

Training with huge datasets and a large number of participating devices leads to bottlenecks in federated learning (FL). Furthermore, the challenges of heterogeneity between multip…

cs.LG2025

LLM-QFL: Distilling Large Language Model for Quantum Federated Learning

Dev Gurung, Shiva Raj Pokhrel

Inspired by the power of large language models (LLMs), our research adapts them to quantum federated learning (QFL) to boost efficiency and performance. We propose a federated fine…

cs.LG2023★ 9 cited

Decentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation

Dev Gurung, Shiva Raj Pokhrel, Gang Li

With the emerging developments of the Metaverse, a virtual world where people can interact, socialize, play, and conduct their business, it has become critical to ensure that the u…