OOIR: Observatory of International Research

Papers

(The TQCC of Tsinghua Science and Technology is 11. 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
A Deep Neural Collaborative Filtering Based Service Recommendation Method with Multi-Source Data for Smart Cloud-Edge Collaboration Applications	48
Intelligent Computational Model for Energy Efficiency and AI Automation of Network Devices in 5G Communication Environment	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
Fusing Syntactic Structure Information and Lexical Semantic Information for End-to-End Aspect-Based Sentiment Analysis	34

PG-CODE: Latent dirichlet allocation embedded policy knowledge graph for government department coordination	34
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
Anomaly detection of industrial control systems based on transfer learning	33
IIN-FFD: Intra-Inter Network for Face Forgery Detection	32
A Solution Supporting Secure Transmission of Big Data	32
Exploiting sparse representation in the P300 speller paradigm	31
Threat Model and Defense Scheme for Side-Channel Attacks in Client-Side Deduplication	31
Intrusion detection system using voting-based neural network	30
A Novel Popularity Extraction Method Applied in Session-Based Recommendation	30
A Two-Stage Approach for Electric Vehicle Routing Problem with Time Windows and Heterogeneous Recharging Stations	29
Anti-interference low-power double-edge triggered flip-flop based on C-elements	29
Reset-Free Reinforcement Learning via Multi-State Recovery and Failure Prevention for Autonomous Robots	29
Endogenous Security Formal Definition, Innovation Mechanisms, and Experiment Research in Industrial Internet	29
Natural disasters warning for enterprises through fuzzy keywords search	28
Novel Framework for an Intrusion Detection System Using Multiple Feature Selection Methods Based on Deep Learning	28
Call for Papers: Special Issue on Neural Networks Depicted in ODEs with Applications	28
Multi-Clock Snapshot Isolation Concurrency Control for NVM Database	27
Interface modification of TiO₂ electron transport layer with PbCl₂ for perovskiote solar cells with carbon electrode	27
Optimizing the Perceptual Quality of Time-Domain Speech Enhancement with Reinforcement Learning	27
GGC: Gray-granger causality method for sensor correlation network structure mining on high-speed train	26
Cost-Based Research on Energy Management Strategy of Electric Vehicles Using Hybird Energy Storage System	26
Trident: Efficient and practical software network monitoring	26
Algorithms for the Prize-Collecting $k$-Steiner Tree Problem	25
Indoor Human Fall Detection Algorithm Based on Wireless Sensing	25
Identification of Key Genes as Potential Drug Targets for Gastric Cancer	24
Time-Aware LSTM Neural Networks for Dynamic Personalized Recommendation on Business Intelligence	24
BSIN: A Behavior Schema of Information Networks Based on Approximate Bisimulation	24
Exploring the Chameleon Effect of Contextual Dynamics in Temporal Knowledge Graph for Event Prediction	24
A Constraint Adaptive Multi-Tasking Differential Evolution Algorithm: Designed for Dispatch of Integrated Energy System in Coal Mine	23
A multilevel splitting algorithm for quick sampling	23
Self-Renewal Consortium Blockchain Based on Proof of Rest and Strong Smart Contracts	23
An Improved Robust Sparse Convex Clustering	23
Online Weakly DR-Submodular Optimization Under Stochastic Cumulative Constraints	23
Editorial	22
Time-beacon beats Blockchain Trilemma	21
Arm PSA-Certified IoT Chip Security: A Case Study	20
Dynamic Task Offloading for Mobile Edge Computing with Hybrid Energy Supply	20
A Survey of Edge Caching: Key Issues and Challenges	20
Transformer and GAN-Based Super-Resolution Reconstruction Network for Medical Images	19
An Electrical Impedance Imaging System Towards Edge Intelligence for Non-Destructive Testing of Concrete	19
Distributed scheduling problems in intelligent manufacturing systems	19
Evaluation Method of Motor Coordination Ability in Children Based on Machine Vision	19
Object Counting Using a Refinement Network	18
TCLBM: A task chain-based load balancing algorithm for microservices	17
Implementation of abstract MAC layer under jamming	17
A High-Linear Radio Frequency Quadrature Modulator with Improved Sideband Suppression and Carrier Leakage Performance	17
Characteristics of Controlled Bridge Circuit and Its Application in Magnetic Field Induction Measurement	17
A Temporal Knowledge Graph Embedding Model Based on Variable Translation	16
GAAF: Searching Activation Functions for Binary Neural Networks Through Genetic Algorithm	16

Data-Driven Collaborative Scheduling Method for Multi-Satellite Data-Transmission	16
False Negative Sample Detection for Graph Contrastive Learning	16
Attention-Enhanced and Knowledge-Fused Dual Item Representations Network for Recommendation	16
Information Purification Network for Remote Sensing Image Super-Resolution	16
Deep reinforcement learning based mobile robot navigation: A review	16
Secure scheme for locating disease-causing genes based on multi-key homomorphic encryption	16
DCVAE-adv: A Universal Adversarial Example Generation Method for White and Black Box Attacks	16
Three Dimensional Metal-Surface Processing Parameter Generation Through Machine Learning-Based Nonlinear Mapping	15
DeepSI: A Sensitive-Driven Testing Samples Generation Method of Whitebox CNN Model for Edge Computing	15
Adversarial training for supervised relation extraction	15
Deep Time-Frequency Denoising Transform Defense for Spectrum Monitoring in Integrated Networks	15
Bilevel Optimal Infrastructure Planning Method for the Inland Battery Swapping Stations and Battery-Powered Ships	15
980 nm Near-Infrared Light-Emitting Diode Using All-Inorganic Perovskite Nanocrystals Doped with Ytterbium Ions	14
A GNSS Anti-Spoofing Technique Based on the Spatial Distribution Characteristic of the Residual Vectors	14
Approximation and Heuristic Algorithms for the Priority Facility Location Problem with Outliers	14
A Differential Privacy Protection Protocol Based on Location Entropy	14
Optimized relinearization algorithm of the multikey homomorphic encryption scheme	14
PrivBV: Distance-aware encoding for distributed data with local differential privacy	14
Plausible Heterogeneous Graph $k$-Anonymization for Social Networks	14
Machine Learning for Selecting Important Clinical Markers of Imaging Subgroups of Cerebral Small Vessel Disease Based on a Common Data Model	14
Editorial	13
Core Decomposition and Maintenance in Bipartite Graphs	13
LETRNG—A Lightweight and Efficient True Random Number Generator for GNU/Linux Systems	13
Decoupled Two-Phase Framework for Class-Incremental Few-Shot Named Entity Recognition	13
Enhancing Power Line Insulator Health Monitoring with a Hybrid Generative Adversarial Network and YOLO3 Solution	13
Near-Threshold Wide-Voltage Design Review	13
Prompting and Tuning: A Two-Stage Unsupervised Domain Adaptive Person Re-identification Method on Vision Transformer Backbone	12
CAN: Effective cross features by global attention mechanism and neural network for ad click prediction	12
Joint Beamforming Design for RIS-Assisted Cell-Free Network with Multi-Hop Transmissions	12
More bang for your buck: Boosting performance with capped power consumption	12
A Variance Reducing Stochastic Proximal Method with Acceleration Techniques	12
Metarelation2vec: A Metapath-Free Scalable Representation Learning Model for Heterogeneous Networks	11
Loop Subgraph-Level Greedy Mapping Algorithm for Grid Coarse-Grained Reconfigurable Array	11
Pretrained models and evaluation data for the Khmer language	11
Wearable Continuous Blood Pressure Monitoring Based on Pulsatile Cycle Volume Adjustment Method	11
Nonnegative matrix tri-factorization based clustering in a heterogeneous information network with star network schema	11
CPT: A Configurable Predictability Testbed for DNN Inference in AVs	11
A Multi-Hyperparameter Prediction Framework for Distributed Energy Trading on Photovoltaic Network	11
Convolutional Neural Network Image Classification Based on Different Color Spaces	11