OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Networks is 66. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Editorial Board	465
Enhancing space–time video super-resolution via spatial–temporal feature interaction	269
Learning shared template representation with augmented feature for multi-object pose estimation	262
ShadowGAN-Former: Reweighting self-attention based on mask for shadow removal	197
Graph convolutional network with tree-guided anisotropic message passing	188
DPGCL: Dual pass filtering based graph contrastive learning	171
Bio-inspired affordance learning for 6-DoF robotic grasping: A transformer-based global feature encoding approach	162
Nonlinear feature selection for support vector quantile regression	145
Towards global neural network abstractions with locally-exact reconstruction	145
Sign potential-driven multiplicative optimization for robust deep reinforcement learning	144
Backdoor samples detection based on perturbation discrepancy consistency in pre-trained language models	140
Editorial Board	131
Editorial Board	131
Reinforced mixture learning	123
Aspect sentiment learning for Aspect-Level Sentiment Classification	115
EAAR: Efficient and Accurate Action Recognition model with enhanced spatio-temporal perception	115
INN/ENNS/JNNS - Membership Applic. Form	112
Kernelized linear principal component discriminant analysis	111
ReTri: Progressive domain bridging via representation disentanglement and triple-level consistency-driven feature alignment for unsupervised domain adaptive medical image segmentation	109
NAR Broad Learning System for dynamical systems prediction	108
Temporal knowledge graphs forecasting based on explainable temporal relation tree-graph	107
MMFormer: Multi-Modality semi-Supervised vision transformer in remote sensing imagery classification	107
Reinforcement learning with formation energy feedback for material diffusion models	105
Variational autoencoder for distributional learning via quantile function estimation	105
CURRENT EVENTS	104

Corrigendum to “Noise-resistant predefined-time convergent ZNN models for dynamic least squares and multi-agent systems” [Neural Networks 187 (2025) 107412]	102
Adams-based hierarchical features fusion network for image dehazing	98
GeoScatt-GNN: A geometric scattering transform-based graph neural network model for Ames mutagenicity prediction	96
VLExpan: A visual-enhanced LLM framework with inductive and deductive policies for entity set expansion	94
RASP: Regularization-based Amplitude Saliency Pruning	93
Metamon-GS: Enhancing representability with variance-guided densification and light encoding	92
Regression-based multisource conditional domain adaptation for policy outcome prediction	91
MsDUNE: A multi-scale masked temporal fusion framework for speaker-independent lipreading via Dirichlet uncertainty estimation	91
Deep graph representation learning for influence maximization with accelerated inference	90
Graph-level contrastive learning with self-aware and cross-sample topology augmentation for brain disorder diagnosis using rs-fMRI	89
Modeling multi-scale uncertainty with evidence integration for reliable polyp segmentation	87
LMcast: A pretrained language model guided long-term memory transformer for precipitation nowcasting	86
A lightweight model for perceptual image compression via implicit priors	85
MDSFD-Net: Alzheimer’s disease diagnosis with missing modality via disentanglement learning and feature distillation	85
TRKM: Twin restricted kernel machines for classification and regression	81
3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision	80
Event-triggered H∞	79
Discriminative representation learning via attention-enhanced contrastive learning for short text clustering	79
GEPAF: A non-monotonic generalized activation function in neural network for improving prediction with diverse data distributions characteristics	79
Salience Interest Option: Temporal abstraction with salience interest functions	79
Radiology report generation via visual-semantic ambivalence-aware network and focal self-critical sequence training	78
Universality of reservoir systems with recurrent neural networks	77
CognitMoE: A cognition-aware collaborative multi-expert network for bipolar disorder diagnosis	77
KEMoS: A knowledge-enhanced multi-modal summarizing framework for Chinese online meetings	76
Dual aggregation based joint-modal similarity hashing for cross-modal retrieval	76
Boosting adversarial robustness via self-paced adversarial training	75
On the Kolmogorov neural networks	75
Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment	75
A DINO-based progressive semantic enhanced infrared and visible image fusion network	75
Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals	74
Regional crowd flow estimation from aerial view	72
Dual-balancing for multi-task learning	72
Small sphere and large margin support tensor machines for imbalanced tensor data classification	72
Finite-time and fixed-time self-triggered synchronization of stochastic memristive neural networks and applications in secure communication	71
Spatial–temporal recurrent reinforcement learning for autonomous ships	71
Explainable hybrid word representations for sentiment analysis of financial news	71
Fixed-time synchronization of proportional delay memristive complex-valued competitive neural networks	71
Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition	71
Performance estimation for the memristor-based computing-in-memory implementation of extremely factorized network for real-time and low-power semantic segmentation	68
Backdoor attacks on unsupervised graph representation learning	68
Chaos and multi-layer attractors in asymmetric neural networks coupled with discrete fractional memristor	67