Hengyi Ren

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Publications (30)

• Multi-FedLinks: Highly reliable decentralized multibiometric federated learning links
  Neural Networks 2027 DOI: 10.1016/j.neunet.2026.109519
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• Spatio-Temporal Complementary Repair GCN for Skeleton-Based Action Recognition Under Non-Ideal Condition
  2026 DOI: 10.1145/3767308.3836345
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• LGCS-WA: Loss-guided clustering and dynamic client selection with weight adaptation for clustered federated learning
  Information Fusion 2026 DOI: 10.1016/j.inffus.2026.104390
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• Mem-ADPE: A Footprint-Based Memory Prediction Method for Anomaly Detection and Prefetching in Consumer Electronics
  Jinting Ren, Hengyi Ren, Runyu Zhang +4 more
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3678577
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• FedHSFV: Federated Learning for Finger Vein Recognition via Hierarchical Decoupling and Subspace Metric
  Sensors 2026 DOI: 10.3390/s26134322
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• FDA-YOLO: A Feature Fusion and Attention-Based Network for Multiscale Tomato Maturity Detection in Real-World Agricultural Scenarios
  Sensors 2026 DOI: 10.3390/s26113404
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• A Frequency-Conditioned Transformer for Gastrointestinal Image Segmentation in Consumer Healthcare Electronics
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3716177
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• A Position-Invariant Framework for Through-Wall Human Identification Using MIMO Radar
  IEEE Transactions on Mobile Computing 2026 DOI: 10.1109/TMC.2026.3739821
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• FedPSFV: Personalized Federated Learning via Prototype Sharing for Finger Vein Recognition
  Sensors 2025 DOI: 10.3390/s25216790
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• An Orthogonal Feature Space as a Watermark: Harmless Model Ownership Verification by Watermarking Feature Weights
  Electronics 2025 DOI: 10.3390/electronics14193888
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• RTMP-ID: Real-Time Through-Wall Multiperson Identification Based on MIMO Radar
  IEEE Internet of Things Journal 2025 DOI: 10.1109/JIOT.2024.3510941
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• FV-DDC: A novel finger-vein recognition model with deformation detection and correction
  Biomedical Signal Processing and Control 2025 DOI: 10.1016/j.bspc.2024.107098
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• FVRFL: Federated Learning for Finger Vein Recognition Under Distributed Scenario
  IEEE Transactions on Instrumentation and Measurement 2025 DOI: 10.1109/TIM.2025.3551016
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• FedRDA: Hierarchical Noise Detection for Federated Finger Vein Recognition
  IEEE Transactions on Information Forensics and Security 2025 DOI: 10.1109/TIFS.2025.3615408
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• IIS-FVIQA: Finger Vein Image Quality Assessment with intra-class and inter-class similarity
  Pattern Recognition 2025 DOI: 10.1016/j.patcog.2024.111056
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• DDP-FedFV: A Dual-Decoupling Personalized Federated Learning Framework for Finger Vein Recognition
  Sensors 2024 DOI: 10.3390/s24154779
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• Decentralized Federated Learning Links for Biometric Recognition
  Proceedings of the International Joint Conference on Neural Networks 2024 DOI: 10.1109/IJCNN60899.2024.10650816
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• Federated learning for biometric recognition: a survey
  Artificial Intelligence Review 2024 DOI: 10.1007/s10462-024-10847-7
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• LQTTrack:Multi-Object Tracking by Focusing on Low-Quality Targets Association
  Computers, Materials and Continua 2024 DOI: 10.32604/cmc.2024.056824
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• Learning effective feature representation for video object segmentation via memory
  Knowledge-Based Systems 2024 DOI: 10.1016/j.knosys.2024.112020
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