Ting Wang

Orcid: 0000-0002-7223-8849

Affiliations:

East China Normal University, Shanghai, China
Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong (former)

According to our database¹, Ting Wang authored at least 67 papers between 2014 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

GreedW: A Flexible and Efficient Decentralized Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Computers, March, 2024

Parameterized Deep Reinforcement Learning With Hybrid Action Space for Edge Task Offloading.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2024

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2024

Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

CERT-DF: A Computing-Efficient and Robust Distributed Deep Forest Framework With Low Communication Overhead.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., December, 2023

JointPS: Joint Parameter Server Placement and Flow Scheduling for Machine Learning Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Computers, December, 2023

Hierarchical Relational Graph Learning for Autonomous Multirobot Cooperative Navigation in Dynamic Environments.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control.

[BibT_eX]

[DOI]

IEEE Trans. Commun., July, 2023

Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., March, 2023

Machine Learning Empowered Intelligent Data Center Networking - Evolution, Challenges and Opportunities

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-981-19-7394-9, 2023

FairLight: Fairness-Aware Autonomous Traffic Signal Control With Hierarchical Action Space.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

Federated Linear Bandit Learning via Over-the-Air Computation.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Communication-Efficient Vertically Split Inference via Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Model-Contrastive Learning for Backdoor Elimination.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Green Federated Learning over Cloud-RAN with Limited Fronthaul and Quantized Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

LWSA: A Learning-Based Workflow Scheduling Algorithm for Energy-Efficient UAV Delivery System.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Towards Efficient Workflow Scheduling Over Yarn Cluster Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Jianguo Xue

Ting Wang

Puyu Cai

Proceedings of the IEEE Global Communications Conference, 2023

FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

2022

Rethinking Data Center Networks: Machine Learning Enables Network Intelligence.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, June, 2022

Over-the-Air Federated Learning via Second-Order Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

BLB-gcForest: A High-Performance Distributed Deep Forest With Adaptive Sub-Forest Splitting.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Special issue on Reliable Software Technologies (AEiC2021).

[BibT_eX]

[DOI]

J. Syst. Archit., 2022

Towards Fast and Accurate Federated Learning with Non-IID Data for Cloud-Based IoT Applications.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2022

FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment.

[BibT_eX]

[DOI]

CoRR, 2022

A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.

[BibT_eX]

[DOI]

CoRR, 2022

Model-Contrastive Learning for Backdoor Defense.

[BibT_eX]

[DOI]

CoRR, 2022

Machine Learning Empowered Intelligent Data Center Networking: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Towards an energy-efficient Data Center Network based on deep reinforcement learning.

[BibT_eX]

[DOI]

Comput. Networks, 2022

Blocking Island Paradigm Enhanced Intelligent Coordinated Virtual Network Embedding Based on Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

MonitorLight: Reinforcement Learning-based Traffic Signal Control Using Mixed Pressure Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Efficient Federated Learning for AIoT Applications Using Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2021

Multipath-aware TCP for Data Center Traffic Load-balancing.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Multiuser Downlink Beamforming for URLLC in the Short Blocklength Regime.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

UAV-Assisted Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

ICE: Intelligent Caching at the Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2018

Achieving Energy Efficiency in Data Centers Using an Artificial Intelligence Abstraction Model.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2018

A cost-effective low-latency overlaid torus-based data center network architecture.

[BibT_eX]

[DOI]

Ting Wang

Lu Wang

Mounir Hamdi

Comput. Commun., 2018

eMPTCP: Towards High Performance Multipath Data Transmission by Leveraging SDN.

[BibT_eX]

[DOI]

Ting Wang

Mounir Hamdi

Proceedings of the IEEE Global Communications Conference, 2018

2017

JOTA: Joint optimization for the task assignment of sketch-based measurement.

[BibT_eX]

[DOI]

Zhiyang Su

Ting Wang

Mounir Hamdi

Comput. Commun., 2017

Enforcing timely network policies installation in OpenFlow-based software defined networks.

[BibT_eX]

[DOI]

Ting Wang

Mounir Hamdi

Jie Chen

Proceedings of the IEEE International Conference on Communications, 2017

2016

Towards cost-effective and low latency data center network architecture.

[BibT_eX]

[DOI]

Comput. Commun., 2016

Presto: Towards efficient online virtual network embedding in virtualized cloud data centers.

[BibT_eX]

[DOI]

Ting Wang

Mounir Hamdi

Comput. Networks, 2016

2015

Towards bandwidth guaranteed energy efficient data center networking.

[BibT_eX]

[DOI]

J. Cloud Comput., 2015

Designing efficient high performance server-centric data center network architecture.

[BibT_eX]

[DOI]

Comput. Networks, 2015

CeMon: A cost-effective flow monitoring system in software defined networks.

[BibT_eX]

[DOI]

Comput. Networks, 2015

COSTA: Cross-layer optimization for sketch-based software defined measurement task assignment.

[BibT_eX]

[DOI]

Zhiyang Su

Ting Wang

Mounir Hamdi

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

CLOT: A cost-effective low-latency overlaid torus-based network architecture for data centers.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

JieLin: A Scalable and Fault Tolerant Server-Centric Data Center Network Architecture.

[BibT_eX]

[DOI]

Ting Wang

Mounir Hamdi

Proceedings of the 2015 IEEE Global Communications Conference, 2015

An efficient framework for online virtual network embedding in virtualized cloud data centers.

[BibT_eX]

[DOI]

Ting Wang

Bo Qin

Mounir Hamdi

Proceedings of the 4th IEEE International Conference on Cloud Networking, 2015

2014

Rethinking the Data Center Networking: Architecture, Network Protocols, and Resource Sharing.

[BibT_eX]

[DOI]

IEEE Access, 2014

Improving the efficiency of server-centric data center network architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

SprintNet: A high performance server-centric network architecture for data centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

CheetahFlow: Towards low latency software-defined network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Fine-grained power control for combined input-crosspoint queued switches.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

A general framework for performance guaranteed green data center networking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

NovaCube: A low latency Torus-based network architecture for data centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

FlowCover: Low-cost flow monitoring scheme in software defined networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Preventing passive TCP timeouts in data center networks with packet drop notification.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

Ting Wang

Timeline

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