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Song Guo

Massachusetts Institute of Technology · US
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Area of research
Computer Networks and Communications · Artificial Intelligence
Research interest
Research interests include Computer science, Distributed computing, Blockchain, Cloud computing, Scalability, and Edge computing.
h-index
citations
3,528
works
42
NIH funding
primary concept
email

Recent publications

A Survey on Off-chain Networks: Frameworks, Technologies, Solutions and Challenges
ACM Computing Surveys 2025cited by 17position: middledoi
Urban visual uniqueness: A landmark-free framework to quantify city's identity and distinctiveness from everyday scenes
Computers Environment and Urban Systems 2025cited by 7position: firstdoi
Efficient Multi-User Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution
IEEE Transactions on Mobile Computing 2025cited by 3position: middledoi
Optimus: Warming Serverless ML Inference via Inter-Function Model Transformation
2024cited by 23position: middledoi
VSpatial: Enabling Private and Verifiable Spatial Keyword-Based Positioning in 6G-Oriented IoT
IEEE Journal on Selected Areas in Communications 2024cited by 12position: lastdoi
Navigating offshore aquaculture: Efficient strategies for policymakers in transition
Ocean & Coastal Management 2024cited by 11position: lastdoi
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism
Proceedings of the VLDB Endowment 2023cited by 65position: middledoi
Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning
IEEE Transactions on Computers 2023cited by 55position: middledoi
A Survey on Scheduling Techniques in Computing and Network Convergence
IEEE Communications Surveys & Tutorials 2023cited by 45position: middledoi
Micro electrical fields induced MSC-sEVs attenuate neuronal cell apoptosis by activating autophagy via lncRNA MALAT1/miR-22-3p/SIRT1/AMPK axis in spinal cord injury
Journal of Nanobiotechnology 2023cited by 39position: middledoi
Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering
2023cited by 35position: middledoi
Energy-Aware, Device-to-Device Assisted Federated Learning in Edge Computing
IEEE Transactions on Parallel and Distributed Systems 2023cited by 33position: lastdoi
Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms
IEEE Transactions on Mobile Computing 2023cited by 26position: middledoi
BrokerChain: A Cross-Shard Blockchain Protocol for Account/Balance-based State Sharding
IEEE INFOCOM 2022 - IEEE Conference on Computer Communications 2022cited by 197position: lastdoi
Achieving Scalability and Load Balance across Blockchain Shards for State Sharding
2022cited by 68position: lastdoi
Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing
IEEE Transactions on Mobile Computing 2022cited by 61position: middledoi
Elastic Resource Allocation Against Imbalanced Transaction Assignments in Sharding-Based Permissioned Blockchains
IEEE Transactions on Parallel and Distributed Systems 2022cited by 59position: lastdoi
Adaptive Vertical Federated Learning on Unbalanced Features
IEEE Transactions on Parallel and Distributed Systems 2022cited by 47position: middledoi
A tannic acid doped hydrogel with small extracellular vesicles derived from mesenchymal stem cells promotes spinal cord repair by regulating reactive oxygen species microenvironment
Materials Today Bio 2022cited by 41position: middledoi
Collaborative Machine Learning: Schemes, Robustness, and Privacy
IEEE Transactions on Neural Networks and Learning Systems 2022cited by 40position: lastdoi
Effect of Mo on interdifussion behaviors and interfacial characteristics in multicomponent diffusion couple of FeCoCrNi high entropy alloys and diamond
Materials & Design 2022cited by 36position: middledoi
Pyramid: A Layered Sharding Blockchain System
2021cited by 172position: middledoi
A Survey of State-of-the-Art on Blockchains
ACM Computing Surveys 2021cited by 130position: lastdoi
Exploring Layered Container Structure for Cost Efficient Microservice Deployment
2021cited by 37position: middledoi
MVCom: Scheduling Most Valuable Committees for the Large-Scale Sharded Blockchain
2021cited by 30position: lastdoi
Online Computation Offloading and Traffic Routing for UAV Swarms in Edge-Cloud Computing
IEEE Transactions on Vehicular Technology 2020cited by 109position: lastdoi
PIRATE: A Blockchain-Based Secure Framework of Distributed Machine Learning in 5G Networks
IEEE Network 2020cited by 92position: lastdoi
SkyChain: A Deep Reinforcement Learning-Empowered Dynamic Blockchain Sharding System
2020cited by 68position: middledoi
A Comprehensive Survey of Blockchain: From Theory to IoT Applications and Beyond
IEEE Internet of Things Journal 2019cited by 291position: middledoi
Multi-Hop Cooperative Computation Offloading for Industrial IoT–Edge–Cloud Computing Environments
IEEE Transactions on Parallel and Distributed Systems 2019cited by 259position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Albert Y. Zomaya · The University of Sydney16 papers (2015–2023)Huawei Huang · Sun Yat-sen University12 papers (2015–2023)Wuhui Chen · Sun Yat-sen University11 papers (2019–2024)Zicong Hong · Hong Kong University of Science and Technology6 papers (2019–2024)Zibin Zheng · Sun Yat-sen University6 papers (2019–2022) · 5 papers (2019–2023)Weifa Liang · Australian National University5 papers (2015–2023)Kun Wang · Jiangnan University4 papers (2017–2019)Hai Jin · Wuhan University of Technology4 papers (2016–2021)Lin Gu · Huazhong University of Science and Technology3 papers (2019–2021)Jing Li · University of California System3 papers (2022–2023)Peng Li · Hunan University of Science and Technology3 papers (2015–2021)Yan Zhang · University of Arizona3 papers (2017–2025)Sicong Zhou · Tsinghua University2 papers (2020–2021)Enyuan Zhou · Hong Kong Polytechnic University2 papers (2023–2023)Jinwen Liang · Hong Kong Polytechnic University2 papers (2023–2024)Zichuan Xu · Australian National University2 papers (2015–2022)Jiankun Hu · Shandong University2 papers (2015–2016)Wenzheng Xu · Beijing Jiaotong University2 papers (2015–2022)Peipei Wu · Hebei Medical University2 papers (2022–2023)
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