OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Networks is 69. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Editorial Board	493
Enhancing space–time video super-resolution via spatial–temporal feature interaction	296
Learning shared template representation with augmented feature for multi-object pose estimation	271
Towards global neural network abstractions with locally-exact reconstruction	230
Nonlinear feature selection for support vector quantile regression	200
Sign potential-driven multiplicative optimization for robust deep reinforcement learning	174
Backdoor samples detection based on perturbation discrepancy consistency in pre-trained language models	173
Editorial Board	164
Editorial Board	158
Reinforced mixture learning	157
EAAR: Efficient and Accurate Action Recognition model with enhanced spatio-temporal perception	147
INN/ENNS/JNNS - Membership Applic. Form	138
ReTri: Progressive domain bridging via representation disentanglement and triple-level consistency-driven feature alignment for unsupervised domain adaptive medical image segmentation	134
Kernelized linear principal component discriminant analysis	134
NAR Broad Learning System for dynamical systems prediction	128
MMFormer: Multi-Modality semi-Supervised vision transformer in remote sensing imagery classification	127
Variational autoencoder for distributional learning via quantile function estimation	126
Reinforcement learning with formation energy feedback for material diffusion models	125
CURRENT EVENTS	118
Corrigendum to “Noise-resistant predefined-time convergent ZNN models for dynamic least squares and multi-agent systems” [Neural Networks 187 (2025) 107412]	117
GeoScatt-GNN: A geometric scattering transform-based graph neural network model for Ames mutagenicity prediction	116
VLExpan: A visual-enhanced LLM framework with inductive and deductive policies for entity set expansion	115
MsDUNE: A multi-scale masked temporal fusion framework for speaker-independent lipreading via Dirichlet uncertainty estimation	112
Graph-level contrastive learning with self-aware and cross-sample topology augmentation for brain disorder diagnosis using rs-fMRI	110
LMcast: A pretrained language model guided long-term memory transformer for precipitation nowcasting	107

Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks	106
Performance estimation for the memristor-based computing-in-memory implementation of extremely factorized network for real-time and low-power semantic segmentation	106
Neural operators for robust output regulation of hyperbolic PDEs	103
TRKM: Twin restricted kernel machines for classification and regression	98
SNR: Symbolic network-based rectifiable learning framework for symbolic regression	98
Central loss guides coordinated Transformer for reliable anatomical landmark detection	98
CognitMoE: A cognition-aware collaborative multi-expert network for bipolar disorder diagnosis	97
Dual aggregation based joint-modal similarity hashing for cross-modal retrieval	96
FreqMLNet: Non-transformer network with frequency domain reconstruction and multi-scale representation for time series forecasting	94
Master-slave synchronization of heterogeneous dimensional proportional delay neural networks for image encryption	94
KEMoS: A knowledge-enhanced multi-modal summarizing framework for Chinese online meetings	94
Regional crowd flow estimation from aerial view	91
A DINO-based progressive semantic enhanced infrared and visible image fusion network	91
Dual-balancing for multi-task learning	89
Radiology report generation via visual-semantic ambivalence-aware network and focal self-critical sequence training	87
Deep prior embedding method for Electrical Impedance Tomography	86
Metamon-GS: Enhancing representability with variance-guided densification and light encoding	84
Facilitating interaction between partial differential equation-based dynamics and unknown dynamics for regional wind speed prediction	84
DPGCL: Dual pass filtering based graph contrastive learning	84
A lightweight model for perceptual image compression via implicit priors	84
Image segmentation algorithm based on the Allen-Cahn energy function	83
Diffusion-Guided graph generation for multi-view semi-Supervised classification	81
MTKSVCR: A novel multi-task multi-class support vector machine with safe acceleration rule	80
Spatial–temporal recurrent reinforcement learning for autonomous ships	80
A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG	80
3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision	78
Multi-view graph clustering via dual attention fusion and collaborative optimization	78
Aspect sentiment learning for Aspect-Level Sentiment Classification	78
Dynamic planning in hierarchical active inference	78
Small sphere and large margin support tensor machines for imbalanced tensor data classification	77
RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation	76
Recurrent stochastic configuration networks with block increments	76
Explainable hybrid word representations for sentiment analysis of financial news	75
Graph anomaly detection based on hybrid node representation learning	74
ShadowGAN-Former: Reweighting self-attention based on mask for shadow removal	73
Regression-based multisource conditional domain adaptation for policy outcome prediction	72
Self-Supervised joint flow and depth estimation via Multi-Cue uncertainty modeling	72
Boosting adversarial robustness via self-paced adversarial training	71
Adams-based hierarchical features fusion network for image dehazing	70
Universality of reservoir systems with recurrent neural networks	70
RASP: Regularization-based Amplitude Saliency Pruning	69
Oblique and rotation double random forest	69
Automated tactics planning for cyber attack and defense based on large language model agents	69
Bio-inspired affordance learning for 6-DoF robotic grasping: A transformer-based global feature encoding approach	69