Junyu Ren

Orcid: 0000-0003-3701-4900

According to our database1, Junyu Ren authored at least 22 papers between 2022 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Domain-Aware Hierarchical Contrastive Learning for Semi-Supervised Generalization Fault Diagnosis.
CoRR, April, 2026

DeepSeek Robustness Against Semantic-Character Dual-Space Mutated Prompt Injection.
CoRR, April, 2026

Region-Different Network Reconfiguration in Disjoint Wireless Sensor Networks for Smart Agriculture Monitoring.
ACM Trans. Sens. Networks, March, 2026

UPER: Efficient Utility-driven Partially-ordered Episode Rule Mining.
CoRR, February, 2026

Guided Exploration of Sequential Rules.
CoRR, February, 2026

Scaling Multiagent Systems with Process Rewards.
CoRR, January, 2026

2025
Global-focal Adaptation with Information Separation for Noise-robust Transfer Fault Diagnosis.
CoRR, October, 2025

Build Your Personalized Research Group: A Multiagent Framework for Continual and Interactive Science Automation.
CoRR, October, 2025

Time-Aware Feature Selection: Adaptive Temporal Masking for Stable Sparse Autoencoder Training.
CoRR, October, 2025

A Throughput and Priority Optimization Strategy for High Density Healthcare IoT.
Intell. Converged Networks, 2025

A Hybrid Adaptive Fusion Deep Learning Model for Fault Diagnosis of Rotating Machinery Under Noisy Conditions.
IEEE Access, 2025

Large Language Models for Fault Diagnosis.
Proceedings of the IEEE International Conference on Big Data, 2025

2024
Resource allocation scheduling scheme for task migration and offloading in 6G Cybertwin internet of vehicles based on DRL.
IET Commun., November, 2024

Decentralized Blockchain-Based and Trust-Aware Task Offloading Strategy for Healthcare IoT.
IEEE Internet Things J., January, 2024

Spatio-Temporal Graph Convolutional Network Combined Large Language Model: A Deep Learning Framework for Bike Demand Forecasting.
CoRR, 2024

Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Multi-layer task scheduling and resource allocation schemes considering idle resource and task priority in IoT networks.
IET Commun., December, 2023

Wireless body area networks task offloading method combined with multiple communication and computing resources supported by MEC.
IET Commun., June, 2023

Stacking ensemble learning with heterogeneous models and selected feature subset for prediction of service trust in internet of medical things.
IET Inf. Secur., March, 2023

2022
A novel multidimensional trust evaluation and fusion mechanism in fog-based Internet of Things.
Comput. Networks, 2022

On the Laplacian, the Kirchhoff Index, and the Number of Spanning Trees of the Linear Pentagonal Derivation Chain.
Axioms, 2022

Blockchain-Enabled Federated Learning for UAV Edge Computing Network: Issues and Solutions.
IEEE Access, 2022


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