OOIR: Observatory of International Research

Papers

(The H4-Index of Tsinghua Science and Technology is 31. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

Article	Citations
Key Mechanisms on Resource Optimization Allocation in Minority Game Based on Reinforcement Learning	284
Optimizing Risk-Aware Task Migration Algorithm Among Multiplex UAV Groups Through Hybrid Attention Multi-Agent Reinforcement Learning	154
Few-Shot Graph Classification with Structural-Enhanced Contrastive Learning for Graph Data Copyright Protection	148
Call for Papers—Special Issue on Hybrid Energy Storage System-Based Electric Vehicles: Actions and Challenges	140
Restage: Relation Structure-Aware Hierarchical Heterogeneous Graph Embedding	125
An Optimal Pricing and Ordering Policy with Trapezoidal-Type Demand Under Partial Backlogged Shortages	98
Exact and Approximation Algorithms for the Multi-Depot Capacitated Arc Routing Problems	96
Quality-aware user recruitment based on federated learning in mobile crowd sensing	89
Deciphering a Million-Plus RSA Integer with Ultralow Local Field Coefficient h and Coupling Coefficient J of the Ising Model by D-Wave 2000Q	68
Artificial Intelligence Enabled Future Wireless Electric Vehicles with Multi-Model Learning and Decision Making Models	67
A novel QoS-based IoT network security approach with lightweight lattice-based quantum attribute-based encryption	62
High-Performance Flow Classification of Big Data Using Hybrid CPU-GPU Clusters of Cloud Environments	56
A dynamic and deadline-oriented road pricing mechanism for urban traffic management	49
Intelligent Computational Model for Energy Efficiency and AI Automation of Network Devices in 5G Communication Environment	48
A Deep Neural Collaborative Filtering Based Service Recommendation Method with Multi-Source Data for Smart Cloud-Edge Collaboration Applications	48
Optimized Consensus for Blockchain in Internet of Things Networks via Reinforcement Learning	42
Residual convolutional graph neural network with subgraph attention pooling	42
Effect of chloride Ion concentrations on luminescence peak blue shift of light-emitting diode using anti-solvent extraction of quasi-two-dimensional perovskite	41
Increasing the Maximum Capacity Path in a Network and Its Application for Improving the Connection Between Two Routers	40
Acute Complication Prediction and Diagnosis Model CLSTM-BPR: A Fusion Method of Time Series Deep Learning and Bayesian Personalized Ranking	39
Quantifying Bytes: Understanding Practical Value of Data Assets in Federated Learning	38
A truncated SVD-based ARIMA model for multiple QoS prediction in mobile edge computing	37
Focusing Ability Enhancement in Broadside Direction of Array: From UCA to UCCA	37
A Hybrid Air Quality Prediction Model Based on Empirical Mode Decomposition	36
PG-CODE: Latent dirichlet allocation embedded policy knowledge graph for government department coordination	34

Fusing Syntactic Structure Information and Lexical Semantic Information for End-to-End Aspect-Based Sentiment Analysis	34
Anomaly detection of industrial control systems based on transfer learning	33
Deep-EERA: DRL-Based Energy-Efficient Resource Allocation in UAV-Empowered Beyond 5G Networks	33
MPformer: A Transformer-Based Model for Earthen Ruins Climate Prediction	33
IIN-FFD: Intra-Inter Network for Face Forgery Detection	32
A Solution Supporting Secure Transmission of Big Data	32
Threat Model and Defense Scheme for Side-Channel Attacks in Client-Side Deduplication	31
Exploiting sparse representation in the P300 speller paradigm	31