activity
20162024
most citedA Blockchain-based Decentralized Federated Learning Framework with Committee Consensus

659 citations · 1k across the 13 of their papers we have counts for

collaborators

13 papers

cs.DB2024★ 1 cited

GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism

Zicong Hong, Song Guo, Enyuan Zhou +3

Blockchain databases have attracted widespread attention but suffer from poor scalability due to underlying non-scalable blockchains. While blockchain sharding is necessary for a s…

cs.DC2023

A Novel Two-Layer DAG-based Reactive Protocol for IoT Data Reliability in Metaverse

Changlin Yang, Ying Liu, Kwan-Wu Chin +3

Many applications, e.g., digital twins, rely on sensing data from Internet of Things (IoT) networks, which is used to infer event(s) and initiate actions to affect an environment.…

cs.NI2023★ 9 cited

Diffusion-based Reinforcement Learning for Edge-enabled AI-Generated Content Services

Hongyang Du, Zonghang Li, Dusit Niyato +4

As Metaverse emerges as the next-generation Internet paradigm, the ability to efficiently generate content is paramount. AIGenerated Content (AIGC) emerges as a key solution, yet t…

cs.NI2022

Consensusless Blockchain: A Promising High-Performance Blockchain without Consensus

Qing Wang, Jian Zheng, Huawei Huang +1

Consensus is unnecessary when the truth is available. In this paper, we present a new perspective of rebuilding the blockchain without consensus. When the consensus phase is elimin…

cs.CY2022★ 8 cited

Fusing Blockchain and AI with Metaverse: A Survey

Qinglin Yang, Yetong Zhao, Huawei Huang +3

Metaverse as the latest buzzword has attracted great attention from both industry and academia. Metaverse seamlessly integrates the real world with the virtual world and allows ava…

cs.CR2020★ 3 cited

From Technology to Society: An Overview of Blockchain-based DAO

Lu Liu, Sicong Zhou, Huawei Huang +1

Decentralized Autonomous Organization (DAO) is believed to play a significant role in our future society governed in a decentralized way. In this article, we first explain the defi…

cs.DC2020★ 26 cited

A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools

Huawei Huang, Wei Kong, Sicong Zhou +2

To draw a roadmap of current research activities of the blockchain community, we first conduct a brief overview of state-of-the-art blockchain surveys published in the recent 5 yea…

cs.DC2020★ 659 cited

A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus

Yuzheng Li, Chuan Chen, Nan Liu +3

Federated learning has been widely studied and applied to various scenarios. In mobile computing scenarios, federated learning protects users from exposing their private data, whil…

cs.LG2020★ 4 cited

Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases

Huawei Huang, Kangying Lin, Song Guo +2

Although the challenge of the device connection is much relieved in 5G networks, the training latency is still an obstacle preventing Federated Learning (FL) from being largely ado…

cs.SI2020★ 214 cited

Detecting Mixing Services via Mining Bitcoin Transaction Network with Hybrid Motifs

Jiajing Wu, Jieli Liu, Weili Chen +3

As the first decentralized peer-to-peer (P2P) cryptocurrency system allowing people to trade with pseudonymous addresses, Bitcoin has become increasingly popular in recent years. H…

cs.DC2019★ 13 cited

PIRATE: A Blockchain-based Secure Framework of Distributed Machine Learning in 5G Networks

Sicong Zhou, Huawei Huang, Wuhui Chen +2

In the fifth-generation (5G) networks and the beyond, communication latency and network bandwidth will be no more bottleneck to mobile users. Thus, almost every mobile device can p…

cs.CY2018★ 35 cited

Information and Communications Technologies for Sustainable Development Goals: State-of-the-Art, Needs and Perspectives

Jinsong Wu, Song Guo, Huawei Huang +2

In September 2015, the United Nations General Assembly accepted the 2030 Development Agenda, which has included 92 paragraphs, and the Paragraph 91 defined 17 sustainable developme…

cs.DC2016★ 35 cited

Technique Report: Near-Optimal Routing Protection for SDN Networks Using Distributed Markov Approximation

Huawei Huang, Song Guo, Weifa Liang +2

Software Defined Networking (SDN) brings numbers of advantages along with many challenges. One particular concern is on the control-plane resilience, while the existing protection…