Taiyu Zhu - RankMe

29 papers C 3Journal 22Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach. IEEE J. Biomed. Health Informatics Chengzhe Piao, Taiyu Zhu, Yu Wang, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li
2025	J	`jnl`	CTHNE: Contrastive triplet learning for heterogeneous information networks with enhanced model fusion. Neurocomputing Taiyu Zhu, Shuai Zhu, Haoyu Zhang, Xuchu Jiang
2025	J	`jnl`	GARNN: An interpretable graph attentive recurrent neural network for predicting blood glucose levels via multivariate time series. Neural Networks Chengzhe Piao, Taiyu Zhu, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li
2025	J	`jnl`	Genome-wide association neural networks identify genes linked to family history of Alzheimer's disease. Briefings Bioinform. Upamanyu Ghose, William Sproviero, Laura Winchester, Najaf Amin, Taiyu Zhu, Danielle Newby, Brittany S. Ulm, Angeliki Papathanasiou, Liu Shi, Qiang Liu, Marco Fernandes, Cassandra Adams, Ashwag Albukhari, Majid Almansouri, Hani Choudhry, Cornelia van Duijn, Alejo J. Nevado-Holgado
2025	J	`jnl`	Multi-Horizon Glucose Prediction Across Populations With Deep Domain Generalization. IEEE J. Biomed. Health Informatics Taiyu Zhu, Ioannis Afentakis, Kezhi Li, Ryan Armiger, Neil Hill, Nick Oliver, Pantelis Georgiou
2024	J	`jnl`	GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series. CoRR Chengzhe Piao, Taiyu Zhu, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li
2024	J	`jnl`	Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge. IEEE Trans. Biomed. Circuits Syst. Taiyu Zhu, Lei Kuang, Chengzhe Piao, Junming Zeng, Kezhi Li, Pantelis Georgiou
2024	J	`jnl`	Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach. CoRR Chengzhe Piao, Taiyu Zhu, Yu Wang, Stephanie E. Baldeweg, Paul Taylor, Pantelis Georgiou, Jiahao Sun, Jun Wang, Kezhi Li
2023	J	`jnl`	A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management. IEEE J. Biomed. Health Informatics Giulia Noaro, Taiyu Zhu, Giacomo Cappon, Andrea Facchinetti, Pantelis Georgiou
2023	C	`conf`	Drift Prediction and Chemical Reaction Identification for ISFETs using Deep Learning. ISCAS Yuting Xu, Lei Kuang, Taiyu Zhu, Junming Zeng, Pantelis Georgiou
2023	C	`conf`	Edge-Based Temporal Fusion Transformer for Multi-Horizon Blood Glucose Prediction. ISCAS Taiyu Zhu, Tianrui Chen, Lei Kuang, Junming Zeng, Kezhi Li, Pantelis Georgiou
2023	J	`jnl`	GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2023	J	`jnl`	IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing. IEEE Internet Things J. Taiyu Zhu, Lei Kuang, John Daniels, Pau Herrero, Kezhi Li, Pantelis Georgiou
2023	J	`jnl`	Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pantelis Georgiou
2023	J	`jnl`	Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning. IEEE Trans. Biomed. Eng. Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2022	J	`jnl`	Design of Memory Shifting System Based on Dual-Space Storage Architecture. IEEE Access Wang Zhehe, Shuang Li, Jiabao Jiang, Chunteng Wang, Xianchao Wang, Taiyu Zhu
2022	J	`jnl`	Enhancing self-management in type 1 diabetes with wearables and deep learning. npj Digit. Medicine Taiyu Zhu, Chukwuma Uduku, Kezhi Li, Pau Herrero, Nick Oliver, Pantelis Georgiou
2021	J	`jnl`	Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2021	C	`conf`	Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge. ISCAS Taiyu Zhu, Lei Kuang, Kezhi Li, Junming Zeng, Pau Herrero, Pantelis Georgiou
2021	J	`jnl`	Deep Learning for Diabetes: A Systematic Review. IEEE J. Biomed. Health Informatics Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2021	—	`conf`	Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI. BioCAS Lei Kuang, Taiyu Zhu, Kezhi Li, John Daniels, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning. Sensors Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation. CoRR Taiyu Zhu, Kezhi Li, Pau Herrero, Pantelis Georgiou
2020	—	`conf`	Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. KDH@ECAI Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. J. Heal. Informatics Res. Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou
2020	J	`jnl`	GluNet: A Deep Learning Framework for Accurate Glucose Forecasting. IEEE J. Biomed. Health Informatics Kezhi Li, Chengyuan Liu, Taiyu Zhu, Pau Herrero, Pantelis Georgiou
2019	J	`jnl`	A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning. CoRR Taiyu Zhu, Kezhi Li, Pantelis Georgiou
2018	—	`conf`	A Deep Learning Algorithm for Personalized Blood Glucose Prediction. KDH@IJCAI Taiyu Zhu, Kezhi Li, Pau Herrero, Jianwei Chen, Pantelis Georgiou
2018	—	`conf`	Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration. KDH@IJCAI Jianwei Chen, Kezhi Li, Pau Herrero, Taiyu Zhu, Pantelis Georgiou