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  1. Coevolutionary Neural Dynamics With Learnable Parameters for Nonconvex Optimisation

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  2. Lightweight Hybrid Wafer Defect Pattern Network Based on Feedforward Efficient Attention

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  3. Robotic Cell Micromanipulation Skill Learning via Imitation‐Enhanced Reinforcement Learning

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  4. Tibetan Data Augmentation via GAN‐Based Handwritten Text Generation

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  5. Multi‐Scale Transformer for Image Restoration

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  6. Nonparametric Regression on Random Geometric Graphs Sampled from Submanifolds

    Published in JMLR (2026)
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  7. Distributed Formation Control for Heterogeneous Robot Systems Based on Competitive Mechanism

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  8. Design and Validation of Zeroing Neural Network With Active Noise Rejection Capability for Time‐Varying Problems Solving

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  9. Fixed‐Time Zeroing Neural Dynamics for Adaptive Coordination of Multi‐Agent Systems

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  10. Multi‐Objective Optimisation Framework for Heterogeneous Federated Learning

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  11. Dynamic Neural‐Model‐Based Predictive Control for Autonomous Wheel‐Legged Robot System

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  12. AVCLNet: Multimodal Multispeaker Tracking Network Using Audio‐Visual Contrastive Learning

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  13. Physics‐Driven Deep Neural Networks for Solving the Optimal Transport Problem Associated With the Monge–Ampère Equation

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  14. Towards Interpretable Face Morphing via Unsupervised Learning of Layer‐Wise and Local Features

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  15. UNO: Unified Self‐Supervised Monocular Odometry for Platform‐Agnostic Deployment

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  16. Multitype Game Optimisation: A Two‐Stage Fine‐Tuning Framework for Multi‑Game Optimisation With Large Language Models

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  17. System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning

    Published in JMLR (2026)
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  18. Structural Feature Selection in Common Spatial Patterns Using Adaptive Sparse Group Lasso

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  19. Enhancing Generalisation via Cascaded Inertia SGD With Learnt Hyperparameters

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  20. A Temporally Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation

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