OOIR: Observatory of International Research

Papers

(The H4-Index of Neural Networks is 62. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Editorial Board	385
Corrigendum to “Noise-resistant predefined-time convergent ZNN models for dynamic least squares and multi-agent systems” [Neural Networks 187 (2025) 107412]	349
NN/ENNS/JNNS - Membership Applic. Form	335
Editorial Board	243
Editorial Board	212
Reinforced mixture learning	156
Aspect sentiment learning for Aspect-Level Sentiment Classification	146
EAAR: Efficient and Accurate Action Recognition model with enhanced spatio-temporal perception	144
Distributed multi-timescale algorithm for nonconvex optimization problem: A control perspective	137
Enhancing space–time video super-resolution via spatial–temporal feature interaction	132
Learning shared template representation with augmented feature for multi-object pose estimation	132
RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation	129
Learning dynamic graph representations through timespan view contrasts	128
Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals	120
Modeling multi-scale uncertainty with evidence integration for reliable polyp segmentation	118
INN/ENNS/JNNS - Membership Applic. Form	109
Central loss guides coordinated Transformer for reliable anatomical landmark detection	107
MsDUNE: A multi-scale masked temporal fusion framework for speaker-independent lipreading via Dirichlet uncertainty estimation	106
Automated tactics planning for cyber attack and defense based on large language model agents	103
Deep prior embedding method for Electrical Impedance Tomography	101
Facilitating interaction between partial differential equation-based dynamics and unknown dynamics for regional wind speed prediction	99
KEMoS: A knowledge-enhanced multi-modal summarizing framework for Chinese online meetings	96
Regional crowd flow estimation from aerial view	94
CognitMoE: A cognition-aware collaborative multi-expert network for bipolar disorder diagnosis	94
Variational autoencoder for distributional learning via quantile function estimation	93

Performance estimation for the memristor-based computing-in-memory implementation of extremely factorized network for real-time and low-power semantic segmentation	92
Spatial–temporal recurrent reinforcement learning for autonomous ships	89
DPGCL: Dual pass filtering based graph contrastive learning	87
3D face-model reconstruction from a single image: A feature aggregation approach using hierarchical transformer with weak supervision	87
Salience Interest Option: Temporal abstraction with salience interest functions	85
Fixed/Preassigned-time synchronization of quaternion-valued neural networks via pure power-law control	84
Deep semi-supervised learning via dynamic anchor graph embedding in latent space	84
Graph anomaly detection based on hybrid node representation learning	83
GEPAF: A non-monotonic generalized activation function in neural network for improving prediction with diverse data distributions characteristics	83
Partial label learning: Taxonomy, analysis and outlook	83
Universality of reservoir systems with recurrent neural networks	80
Sign potential-driven multiplicative optimization for robust deep reinforcement learning	79
Multi-loss, feature fusion and improved top-two-voting ensemble for facial expression recognition in the wild	78
Flexibly regularized mixture models and application to image segmentation	77
DMPP: Differentiable multi-pruner and predictor for neural network pruning	77
Prescribed performance adaptive neural event-triggered control for switched nonlinear cyber–physical systems under deception attacks	77
SNR: Symbolic network-based rectifiable learning framework for symbolic regression	76
Attention-based random forest and contamination model	73
Predictive accuracy of CNN for cortical oscillatory activity in an acute rat model of parkinsonism	73
Event-triggered H∞	72
A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG	71
Adams-based hierarchical features fusion network for image dehazing	70
Deep graph representation learning for influence maximization with accelerated inference	68
On the Kolmogorov neural networks	68
Boosting adversarial robustness via self-paced adversarial training	67
Backdoor attacks on unsupervised graph representation learning	67
RASP: Regularization-based Amplitude Saliency Pruning	67
Recurrent stochastic configuration networks with block increments	66
Backdoor samples detection based on perturbation discrepancy consistency in pre-trained language models	66
Dual aggregation based joint-modal similarity hashing for cross-modal retrieval	66
Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment	65
Finite-time and fixed-time self-triggered synchronization of stochastic memristive neural networks and applications in secure communication	65
Oblique and rotation double random forest	65
ShadowGAN-Former: Reweighting self-attention based on mask for shadow removal	63
Nonlinear feature selection for support vector quantile regression	63
Chaos and multi-layer attractors in asymmetric neural networks coupled with discrete fractional memristor	62
CURRENT EVENTS	62
Explainable hybrid word representations for sentiment analysis of financial news	62
Dynamic planning in hierarchical active inference	62