Advances in Neural Networks – ISNN 2026

.- Image and Signal Processing.

.- A Neural Dynamic Solver for Optimizing Deep Networks in Polyp
Segmentation.

.- V-JEPA 2 as Temporal World Model for Fetal Cardiac Rhythm Disorder
Detection in Ultrasound.

.- Mixed-Precision Quantization for Small Object Detection in Remote Sensing
Images.

.- CuPL-ME: CuPL-based Zero-Shot Learning via Expert-Guided Markdown Prompt
Optimization.

.- Topoformer: A Topological Transformer Framework for 3D Shape
Classification.

.- Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance.

.- U-IMANet: U-shape Interactive Multimodal Attention Network for Audio-Visual
Scene Classification.

.- Memristive Circuit Design of Nonlinear Enhancement for Audio-Visual
Modalities.

.- Deep Learning.

.- ClusterSuit: Accelerating In-Run Data Shapley with Cluster-Smoothed Layer
Selection.

.- DFNet: Depthwise-Frequency Network for Multivariate Time Series
Forecasting.

.- On the Possibility of Enhancing Structured Pruning by Input Space
Partitioning.

.- Quantum Wave Function Reconstruction via RNN.

.- An Intelligent Fault Detection Method for Coke Ovens Oriented to Concept
Drift.

.- DSLLM-Fin-7B: An Open-Source Chinese Financial Large Language Model.

.- Energy Correlation for Fairness-Aware Bias Detection in Neural Recommendation
Systems.

.- MC-JEPA: A Neural Network Framework with
Multi-Criteria Aggregation for Recommender Systems.

.- Robotics.

.- A Discretised Zeroing Neural Networks with Low Computational Complexity for
Real Time Robotic Kinematic Control.

.- EDSNN: Entire-Domain Steep Neural Network for Optimizing a Dual-Mobile
Manipulators System.

.- Distributed Synchronized Control of Multiple Robotic Arms: A Multi-Objective
Optimization via State-Coupled Neural Network.

.- Zeroing Neural Network Control for Underwater Manipulators with Unknown
Kinematics.

.- An Improved Anti-Interference Motion Control Scheme for Differential-Wheeled
Mobile Manipulators.

.- Control Systems.

.- Distributed Nash Equilibrium Seeking for Constrained N-Coalition Game.

.- Adaptive Event-Triggered Tracking Control of Nonlinear Networked Systems
Under Dynamic Quantization.

.- A Fault-Resilient Distributed Adaptive ZNN Estimator for Multisensor Systems
Under Multiplicative Noises.

.- Zeroing Neurodynamics-Based Cascade Tracking Control for Two-Mode
Bose-Einstein Condensates with Desired Population Dynamics.

.- Unsupervised Learning.

.- Energy-Based Hyperparameter Optimization for Joint-Embedding Predictive
Architectures.

.- Self-Supervised Academic Trajectory Prediction on StarkNet Layer 2 Blockchain
Using Joint Embedding Predictive Architecture.

.- Semantic Factorization for 3D Shape Generation.