Junxin Chen

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Publications (225)

• Cross-task generative augmentation of multimodal speech features for task-incomplete MCI detection
  Pattern Recognition 2027 DOI: 10.1016/j.patcog.2026.114818
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• Cross-Modal Self-supervised Learning with Smartphone Records for Early Parkinson’s Disease Detection
  2027 DOI: 10.1007/978-981-92-3994-8_10
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• Ethics and Governance in the Age of Generative Artificial Intelligence: A Lifecycle Engineering Perspective
  Expert Systems 2026 DOI: 10.1111/exsy.70460
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• Less Federation, More Personalization: One-Shot Multi-View Clustering for Federated Fall Detection
  Donato Cerciello, Leonardo Schiavo, Ángel Panizo-LLedot +5 more
  2026 DOI: 10.1145/3842721.3850110
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• SemHyperSurv: A Hierarchical Semantics-guided Hypergraph Framework for Whole Slide Images based Survival Prediction
  2026 DOI: 10.1145/3767308.3835264
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• From Static to Adaptive Inference: A Survey on Test‐Time Learning
  Expert Systems 2026 DOI: 10.1111/exsy.70446
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• Modality-Incomplete Human Status Recognition on Mobile Devices With Multi-Scale Relation and Semantic-Matching Distillation
  IEEE Transactions on Mobile Computing 2026 DOI: 10.1109/TMC.2026.3716620
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• SelSSM: Selective state space module empowered generative adversarial networks for multi-modal MR image synthesis
  Information Fusion 2026 DOI: 10.1016/j.inffus.2026.104433
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• FMaMIL: Synergistic spatial-frequency Mamba multi-instance learning for weakly supervised pathology lesion segmentation
  Pattern Recognition 2026 DOI: 10.1016/j.patcog.2026.113442
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• From SAM 1 to SAM 3: Benchmarking Zero‐Shot Cross‐Domain Medical Image Segmentation
  Expert Systems 2026 DOI: 10.1111/exsy.70383
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• GlareLane: A real-world benchmark and method for lane detection under challenging illumination
  Image and Vision Computing 2026 DOI: 10.1016/j.imavis.2026.106141
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• Multi-Modal Human State Recognition With Frequency Enhanced Attention and Relationship-Aware Self-Distillation
  IEEE Transactions on Mobile Computing 2026 DOI: 10.1109/TMC.2026.3682594
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• BioFPT: Biosignal Feature Pyramid Transformer for Self-Supervised Representation Learning From ECG Signals
  IEEE Journal of Biomedical and Health Informatics 2026 DOI: 10.1109/JBHI.2026.3669166
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• Effective Gaussian Management for High-Fidelity Scene Reconstruction
  IEEE Transactions on Visualization and Computer Graphics 2026 DOI: 10.1109/TVCG.2026.3705489
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• History, Development, and Principles of Representation Learning—An Introductory Survey
  Expert Systems 2026 DOI: 10.1111/exsy.70370
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• Image Inpainting in 30 Years: A Survey
  Expert Systems 2026 DOI: 10.1111/exsy.70386
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• Self-Supervised Contrastive Learning for Remote Detection of Early Parkinson’s Disease by Mobile Phone Digital Biomarkers
  IEEE Transactions on Mobile Computing 2026 DOI: 10.1109/TMC.2026.3676474
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• CMBN-net: Non-invasive blood glucose measurement network based on multi-modal channel interaction mechanism
  Biomedical Signal Processing and Control 2026 DOI: 10.1016/j.bspc.2026.110356
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• Empowering 2D neural network for 3D medical image segmentation via neighborhood information fusion
  Pattern Recognition 2026 DOI: 10.1016/j.patcog.2025.113035
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• High-Capacity Private Data Information Protection Library Based on Correlation Generator
  IEEE Transactions on Dependable and Secure Computing 2026 DOI: 10.1109/TDSC.2026.3684944
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