Zhishu Shen
Orcid: 0000-0002-3123-4390Affiliations:
- Nagoya University, Japan
According to our database1,
Zhishu Shen
authored at least 48 papers
between 2013 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Toward Multi-Agent Reinforcement Learning Based Traffic Signal Control Through Spatio-Temporal Hypergraphs.
IEEE Trans. Mob. Comput., September, 2025
Towards Heterogeneity-Aware and Energy-Efficient Topology Optimization for Decentralized Federated Learning in Edge Environment.
CoRR, August, 2025
A Semi-Supervised Federated Learning Framework with Hierarchical Clustering Aggregation for Heterogeneous Satellite Networks.
CoRR, July, 2025
Intelligent Task Management via Dynamic Multi-region Division in LEO Satellite Networks.
CoRR, July, 2025
IEEE Trans. Artif. Intell., June, 2025
Farm-LightSeek: An Edge-centric Multimodal Agricultural IoT Data Analytics Framework with Lightweight LLMs.
CoRR, June, 2025
MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification with Spatial-Temporal Hypergraph Enhanced Meta-Learning.
CoRR, May, 2025
CCRSat: A Collaborative Computation Reuse Framework for Satellite Edge Computing Networks.
CoRR, March, 2025
CoRR, February, 2025
FedFlex: Privacy-Aware Homomorphic Encryption Federated Learning Incorporating Dual-Factor Thompson Sampling.
IEEE Internet Things J., 2025
Optimizing handover mechanism in vehicular networks using deep learning and optimization techniques.
Comput. Networks, 2025
GRL-Prompt: Towards Prompts Optimization via Graph-Empowered Reinforcement Learning Using LLMs' Feedback.
Proceedings of the Data Science: Foundations and Applications, 2025
HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
2024
Distributed Task Processing Platform for Infrastructure-Less IoT Networks: A Multi-Dimensional Optimization Approach.
IEEE Trans. Parallel Distributed Syst., December, 2024
IEEE Trans. Artif. Intell., May, 2024
A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks.
ACM Comput. Surv., January, 2024
GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning.
CoRR, 2024
Collaborative UAVs Multi-task Video Processing Optimization Based on Enhanced Distributed Actor-Critic Networks.
CoRR, 2024
A Sharded Blockchain-Based Secure Federated Learning Framework for LEO Satellite Networks.
CoRR, 2024
Towards Multi-agent Policy-based Directed Hypergraph Learning for Traffic Signal Control.
CoRR, 2024
Unleashing Collaborative Computing for Adaptive Video Streaming with Multi-objective Optimization in Satellite Terrestrial Networks.
CoRR, 2024
CHASE: A Causal Heterogeneous Graph based Framework for Root Cause Analysis in Multimodal Microservice Systems.
CoRR, 2024
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs.
CoRR, 2024
Multimodal Fusion via Hypergraph Autoencoder and Contrastive Learning for Emotion Recognition in Conversation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Collaborative Satellite Computing through Adaptive DNN Task Splitting and Offloading.
Proceedings of the IEEE Symposium on Computers and Communications, 2024
Exploiting Spatial-Temporal Data for Sleep Stage Classification via Hypergraph Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
ELECT: Energy-efficient intelligent edge-cloud collaboration for remote IoT services.
Future Gener. Comput. Syst., 2023
CoRR, 2023
KSGTN-DDI: Key Substructure-aware Graph Transformer Network for Drug-drug Interaction Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning.
CoRR, 2022
2021
When RSSI encounters deep learning: An area localization scheme for pervasive sensing systems.
J. Netw. Comput. Appl., 2021
IEEE Internet Things J., 2021
2020
A Democratically Collaborative Learning Scheme for Fog-enabled Pervasive Environments.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020
2019
ICCF: An Information-Centric Collaborative Fog Platform for Building Energy Management Systems.
IEEE Access, 2019
Energy-Efficient Activation/Inactivation Strategy for Long-term IoT Network Operation.
Proceedings of the 2019 IEEE SmartWorld, 2019
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019
2018
Development of Energy-efficient Sensor Networks by Minimizing Sensors Numbers with a Machine Learning Model.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
An Efficient Data Processing Scheme for Wireless Sensor Network Monitoring Using a Machine Learning Model.
Proceedings of the Eleventh International Conference on Mobile Computing and Ubiquitous Network, 2018
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018
2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2015
Integrity Enhancement of Flexible/Semi-Flexible Grid Networks That Minimizes Disruption in Spectrum Defragmentation and Bitrate-Dependent Blocking.
JOCN, 2015
A novel routing and frequency slot assignment scheme that can adapt to transmission speed migration.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015
2014
A novel flexible grid/semi-flexible grid optical path network design algorithm that reserves exclusive frequency slots for high bitrate signals.
Proceedings of the 18th International Conference on Optical Network Design and Modeling, 2014
2013
An efficient heuristic waveband assignment algorithm for hierarchical optical path networks utilizing wavelength convertors.
Opt. Switch. Netw., 2013
Effectiveness of Wavelength/Waveband Conversion and Its Allowable Cost Bound for Hierarchical Optical Path Networks.
JOCN, 2013
Impact of wavelength/waveband convertors and the cost bound in hierarchical optical path networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013