Tao Ren

Orcid: 0000-0003-0408-9447

Affiliations:

Beihang University, Hangzhou Innovation Institute, China
Beihang University, School of Computer Science and Engineering, Beijing, State Key Laboratory of Virtual Reality Technology and Systems, China
PLA Information Engineering University, Department of computer science, Zhengzhou, China (PhD 2011)

According to our database¹, Tao Ren authored at least 43 papers between 2019 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

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Bibliography

2024

Achieving Fast Environment Adaptation of DRL-Based Computation Offloading in Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

FedTC: Enabling Communication-Efficient Federated Learning via Transform Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

M<sup>3</sup>OFF: Module-Compositional Model-Free Computation Offloading in Multi-Environment MEC.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

NID-SLAM: Neural Implicit Representation-based RGB-D SLAM In Dynamic Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

FedMDC: Enabling Communication-Efficient Federated Learning over Packet Lossy Networks via Multiple Description Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Integrating Structure and Text for Enhancing Hyper-relational Knowledge Graph Representation via Structure Soft Prompt Tuning.

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[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

An enhanced data-driven framework for early kick detection based on imbalanced multivariate time series classification.

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[DOI]

Neural Comput. Appl., August, 2023

Homogeneous weighted motion planning for cooperated manipulator systems under position-torque constrained processing Environment.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2023

A novel start-up method of sensorless passive lead-through programming for industrial robots.

[BibT_eX]

[DOI]

Ind. Robot, 2023

FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

GCFormer: Granger Causality based Attention Mechanism for Multivariate Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Shiwang Xing

Jianwei Niu

Tao Ren

Proceedings of the IEEE International Conference on Data Mining, 2023

TransOff: Towards Fast Transferable Computation Offloading in MEC via Embedded Reinforcement Learning.

[BibT_eX]

[DOI]

Zheyuan Hu

Jianwei Niu

Tao Ren

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Joint Optimization of System Bandwidth and Transmitting Power in Space-Air-Ground Integrated Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

2022

Towards Energy-Efficient Scheduling of UAV and Base Station Hybrid Enabled Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

An Efficient Online Computation Offloading Approach for Large-Scale Mobile Edge Computing via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

Mobile Edge Computing in Space-Air-Ground Integrated Networks: Architectures, Key Technologies and Challenges.

[BibT_eX]

[DOI]

J. Sens. Actuator Networks, 2022

Enhancing generalization of computation offloading policies in novel mobile edge computing environments by exploiting experience utility.

[BibT_eX]

[DOI]

Tao Ren

Jianwei Niu

Yuan Qiu

J. Syst. Archit., 2022

Multi-objective optimal trajectory planning of customized industrial robot based on reliable dynamic identification for improving control accuracy.

[BibT_eX]

[DOI]

Ind. Robot, 2022

Enabling Efficient Scheduling in Large-Scale UAV-Assisted Mobile-Edge Computing via Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Toward Mobility-Aware Computation Offloading and Resource Allocation in End-Edge-Cloud Orchestrated Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Addressing Class Imbalance in Federated Learning via Collaborative GAN-Based Up-Sampling.

[BibT_eX]

[DOI]

Proceedings of the Wireless Internet - 15th EAI International Conference, 2022

Meta-MADDPG: Achieving Transfer-Enhanced MEC Scheduling via Meta Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Deep Reinforcement Learning Based Computation Offloading in Heterogeneous MEC Assisted by Ground Vehicles and Unmanned Aerial Vehicles.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

pFedGF: Enabling Personalized Federated Learning via Gradient Fusion.

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[DOI]

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Anatomical Landmarks Annotation on 2D Lateral Cephalograms with Channel Attention.

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[DOI]

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning.

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[DOI]

IEEE Trans. Ind. Informatics, 2021

Enabling Efficient Model-Free Control of Large-Scale Canals by Exploiting Domain Knowledge.

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[DOI]

IEEE Trans. Ind. Electron., 2021

An application of multi-objective reinforcement learning for efficient model-free control of canals deployed with IoT networks.

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[DOI]

J. Netw. Comput. Appl., 2021

Computation Offloading and Resource Allocation Based on Multi-agent Federated Learning.

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[DOI]

Proceedings of the Smart Computing and Communication - 6th International Conference, 2021

Multi-agent Computation Offloading in UAV Assisted MEC via Deep Reinforcement Learning.

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[DOI]

Proceedings of the Smart Computing and Communication - 6th International Conference, 2021

Distributed Task Offloading based on Multi-Agent Deep Reinforcement Learning.

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[DOI]

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Object Pose Estimation for Robotic Grasping based on Multi-view Keypoint Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

A Distributed Computation Offloading Scheduling Framework based on Deep Reinforcement Learning.

[BibT_eX]

[DOI]

A Novel Shape-based Robotic Sorting Approach based on Computer Vision.

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[DOI]