Danyang Zheng

Orcid: 0000-0002-3031-7856

According to our database¹, Danyang Zheng authored at least 67 papers between 2017 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2026

Collaborative Transformer Inference in Multi-Tier Multi-Node Edge Networks.

[BibT_eX]

[DOI]

IEEE Netw., May, 2026

Model Migration in Digital Twin-Empowered Vehicular Edge Computing With AoI-Aware Decentralized Bilevel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., March, 2026

CASTER: Breaking the Cost-Performance Barrier in Multi-Agent Orchestration via Context-Aware Strategy for Task Efficient Routing.

[BibT_eX]

[DOI]

CoRR, January, 2026

Toward Latency Differentials Optimization in Deploying URLLC Service Function Chains.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2026

NFV-Based Security Estimation and Classification Approaches for AIGC-Enabled Edge Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2026

Incomplete Multi-View Kernel Subspace Clustering via Tensor Correlated Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2026

Towards cost optimization of deploying zero trust enabled SFC in multi-vendor programmable networks.

[BibT_eX]

[DOI]

Comput. Networks, 2026

Towards cost-optimal prompt-based AIGC services deployment in Zero Trust-enabled networks.

[BibT_eX]

[DOI]

Comput. Networks, 2026

KG-AsyncFed:Knowledge-sensitivity and generative replay synergized asynchronous federated continual learning framework.

[BibT_eX]

[DOI]

Comput. Networks, 2026

2025

Security Enhanced Computation Offloading for Collaborative Inference at Semantic-Communication-Empowered Edge.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., September, 2025

A Survey: Towards Privacy and Security in Mobile Large Language Models.

[BibT_eX]

[DOI]

CoRR, September, 2025

Toward Prompt Chain Deployment in Zero Trust-Enabled Compute First Networks.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., August, 2025

Exploring equivariant and invariant features for website fingerprinting in distributed networks.

[BibT_eX]

[DOI]

Peer Peer Netw. Appl., August, 2025

Accountable Distributed Access Control With Privacy Preservation for Blockchain-Enabled Internet of Things Systems: A Zero-Trust Security Scheme.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2025

Provably Efficient Service Function Chain Embedding and Protection in Edge Networks.

[BibT_eX]

[DOI]

Danyang Zheng

Xiaojun Cao

IEEE Trans. Netw., 2025

An Adaptive Service Function Chains Mapping With Multi-Task Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2025

Few-Shot Website Fingerprinting With Distribution Calibration.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

FlyCache: Recommendation-driven edge caching architecture for full life cycle of video streaming.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2025

A provably efficient in-network computing services deployment approach for security burst.

[BibT_eX]

[DOI]

Comput. Networks, 2025

Towards cost optimization in security-aware service function chaining and embedding over multi-vendor edge networks.

[BibT_eX]

[DOI]

Comput. Networks, 2025

A cost-provable solution for reliable in-network computing-enabled services deployment.

[BibT_eX]

[DOI]

Comput. Networks, 2025

LIRB-Based Quantum Circuit Fidelity Assessment and Gate Fault Diagnosis.

[BibT_eX]

[DOI]

Comput. Mater. Continua, 2025

Privacy-Preserving Multi-Source Data-Driven Optimization for Intelligent EV Charging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Towards Profits Optimization in LLM Inference Model Deployment at the Network Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2025

Towards Expert Models Deployment Cost Optimization in Edge Computing Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2025

Towards Prompt Chain Deployment Cost Optimization in Zero Trust-Enabled Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2025

Cost-Efficient Knowledge Distillation-enabled Student Models Placement in Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE Global Communications Conference, 2025

A Runtime- and Cost-Efficient Approach of Deploying Mixture-of-Experts in Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE Global Communications Conference, 2025

Heuristic-guided Migration-Agent-Based DRL for Compressed Model Placement in Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Crosstalk-Aware Virtual Network Mapping in Space-Division-Multiplexing Optical Data Center Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., June, 2024

Transfer learning-based English translation text classification in a multimedia network environment.

[BibT_eX]

[DOI]

Danyang Zheng

PeerJ Comput. Sci., 2024

FedQMIX: Communication-efficient federated learning via multi-agent reinforcement learning.

[BibT_eX]

[DOI]

High Confid. Comput., 2024

Provably efficient security-aware service function tree composing and embedding in multi-vendor networks.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Towards resources optimization in deploying service function chains with shared protection.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Security-Aware Service Function Chaining and Embedding With Asymmetric Dedicated Protection.

[BibT_eX]

[DOI]

IEEE Access, 2024

Ensemble Learning-based Traffic Classification with Small-Scale Datasets for Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

An Ultra-high Bandwidth Piezoelectric MEMS Accelerometer Towards Condition-based Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE SENSORS, Kobe, Japan, October 20-23, 2024, 2024

A DRL Approach with Network Service Deployment Transformer for Reliable SFC Deployment.

[BibT_eX]

[DOI]

Yihan Zhong

Danyang Zheng

Xiaojun Cao

Proceedings of the IEEE International Conference on Communications, 2024

Deploying Security-Aware Service Function Chains with Asymmetric Dedicated Protection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Energy-efficient Service Deployment Based on Multi-Dimensional Features in Mobile Edge Computing: A Learning-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Heterogeneous Federated Semantic Communication for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2023

Reinforcement learning based tasks offloading in vehicular edge computing networks.

[BibT_eX]

[DOI]

Comput. Networks, October, 2023

Service Function Chaining and Embedding With Heterogeneous Faults Tolerance in Edge Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., September, 2023

Off-site protection against service function forwarder failures in NFV.

[BibT_eX]

[DOI]

Comput. Networks, February, 2023

Embedding Service Function Chains with Dedicated Protection in Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Off-Site Service Function Protection for Type-Oriented Forwarder Failures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Cost Optimization in Security-Aware Service Function Chain Deployment with Diverse Vendors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

User Allocation in NOMA-Based Edge Computing Environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

2022

Towards Optimal Parallelism-Aware Service Chaining and Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Towards Deterministic Fault-Tolerant Service Function Slicing in Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computer Communications and Networks, 2022

2021

Latency-Bounded Off-Site Virtual Node Protection in NFV.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Network Service Chaining and Embedding With Provable Bounds.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

A Defect Detection Method for Rail Surface and Fasteners Based on Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2021

Coronavirus pandemic analysis through tripartite graph clustering in online social networks.

[BibT_eX]

[DOI]

Xueting Liao

Danyang Zheng

Xiaojun Cao

Big Data Min. Anal., 2021

Parallelism-aware Service Function Chaining and Embedding for 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Should We Trust Influencers on Social Networks? On Instagram Sponsored Post Analysis.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Computer Communications and Networks, 2021

Latency-aware VNF Protection for Network Function Virtualization in Elastic Optical Networks.

[BibT_eX]

[DOI]

Chengzong Peng

Danyang Zheng

Xiaojun Cao

Proceedings of the IEEE Global Communications Conference, 2021

2020

Toward Optimal Hybrid Service Function Chain Embedding in Multiaccess Edge Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Towards Latency Optimization in Hybrid Service Function Chain Composition and Embedding.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

MIRU: A Novel Memory Interaction Recurrent Unit.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Hybrid Service Chain Deployment in Networks with Unique Function.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Dependence-Aware Service Function Chain Embedding in Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Service Function Chaining and Embedding with Spanning Closed Walk.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on High Performance Switching and Routing, 2019

2018

Embedding Dependence-Aware Service Function Chains.

[BibT_eX]

[DOI]

JOCN, 2018

Embedding Multicast Services in Optical Networks with Fanout Limitation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Embedding virtual multicast trees in software-defined networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Virtual Multicast Tree Embedding over Elastic Optical Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Danyang Zheng

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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