activity
20182022
most citedIncentive Mechanism Design for Resource Sharing in Collaborative Edge Learning

29 citations · 145 across the 12 of their papers we have counts for

collaborators

15 papers

cs.SE2022

Exploring Representation-Level Augmentation for Code Search

Haochen Li, Chunyan Miao, Cyril Leung +4

Code search, which aims at retrieving the most relevant code fragment for a given natural language query, is a common activity in software development practice. Recently, contrasti…

cs.GT202223 cited

A Dynamic Hierarchical Framework for IoT-assisted Metaverse Synchronization

Yue Han, Dusit Niyato, Cyril Leung +5

Metaverse has recently attracted much attention from both academia and industry. Virtual services, ranging from virtual driver training to online route optimization for smart goods…

cs.GT202117 cited

A Dynamic Resource Allocation Framework for Synchronizing Metaverse with IoT Service and Data

Yue Han, Dusit Niyato, Cyril Leung +2

Spurred by the severe restrictions on mobility due to the COVID-19 pandemic, there is currently intense interest in developing the Metaverse, to offer virtual services/business onl…

cs.DC2021

Dynamics in Coded Edge Computing for IoT: A Fractional Evolutionary Game Approach

Yue Han, Dusit Niyato, Cyril Leung +2

Recently, coded distributed computing (CDC), with advantages in intensive computation and reduced latency, has attracted a lot of research interest for edge computing, in particula…

cs.DC20213 cited

A Contract Theory based Incentive Mechanism for Federated Learning

Mengmeng Tian, Yuxin Chen, Yuan Liu +3

Federated learning (FL) serves as a data privacy-preserved machine learning paradigm, and realizes the collaborative model trained by distributed clients. To accomplish an FL task,…

cs.GT20219 cited

A Game-theoretic Approach Towards Collaborative Coded Computation Offloading

Jer Shyuan Ng, Wei Yang Bryan Lim, Zehui Xiong +5

Coded distributed computing (CDC) has emerged as a promising approach because it enables computation tasks to be carried out in a distributed manner while mitigating straggler effe…