Evaluation of trajectory analysis for disease risk assessment: a scoping review.

Kezhi Li

Freya Pollington Spiros C. Denaxas Kezhi Li Johan Hilge Thygesen Georgios Lyratzopoulos Becky White Evaluation of trajectory analysis for disease risk assessment: a scoping review. 2026 521-535 33 J. Am. Medical Informatics Assoc. 2 https://doi.org/10.1093/jamia/ocaf208 db/journals/jamia/jamia33.html#PollingtonDLTLW26 streams/journals/jamia

Chengzhe Piao Taiyu Zhu Yu Wang 0115 Stephanie E. Baldeweg Paul Taylor Pantelis Georgiou Jiahao Sun Jun Wang Kezhi Li Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach. 2026 February 839-852 30 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2025.3573954 db/journals/titb/titb30.html#PiaoZWBTGSWL26 streams/journals/titb

Chenhao Xue Kezhi Li Jiaxing Zhang Yi Ren Zhengyuan Shi Chen Zhang 0001 Yibo Lin Lining Zhang Qiang Xu 0001 Guangyu Sun 0003 AC-Refiner: Efficient Arithmetic Circuit Optimization Using Conditional Diffusion Models. ASP-DAC 2026 289-296 conf/aspdac/2026 https://doi.org/10.1109/ASP-DAC66049.2026.11420458 db/conf/aspdac/aspdac2026.html#XueLZRSZLZXS26 streams/conf/aspdac

Kezhi Li Min Li 0019 Xiangyu Wen 0001 Shibo Zhao Jieying Wu Junhua Huang Qiang Xu 0001 FormalRTL: Verified RTL Synthesis at Scale. 2026 March abs/2603.08738 CoRR https://doi.org/10.48550/arXiv.2603.08738 db/journals/corr/corr2603.html#abs-2603-08738 streams/journals/corr

Zhijun Guo Alvina Lai Emmanouil Korakas Aristeidis Vagenas Irshad Ahamed Christo Albor Hengrui Zhang Justin Healy Kezhi Li Blinded Multi-Rater Comparative Evaluation of a Large Language Model and Clinician-Authored Responses in CGM-Informed Diabetes Counseling. 2026 April abs/2604.15124 CoRR https://doi.org/10.48550/arXiv.2604.15124 db/journals/corr/corr2604.html#abs-2604-15124 streams/journals/corr

Jiaying Zhu Baoqi Zhang Mengxia Tao Kezhi Li Hao Yan Qiang Xu 0001 Min Li 0019 EquivFusion: Unifying Hardware Equivalence Checking from Algorithms to Netlists via MLIR. 2026 April abs/2604.16571 CoRR https://doi.org/10.48550/arXiv.2604.16571 db/journals/corr/corr2604.html#abs-2604-16571 streams/journals/corr

Joseph Farrington Wai Keong Wong Kezhi Li Martin Utley Going faster to see further: graphics processing unit-accelerated value iteration and simulation for perishable inventory control using JAX. 1609-1638 2025 June 349 Ann. Oper. Res. 3 https://doi.org/10.1007/s10479-025-06551-6 db/journals/anor/anor349.html#FarringtonWLU25 streams/journals/anor

Shuang Cong Zhixiang Dong Jie Wen 0006 Kezhi Li Online estimated-based-state feedback control of n-qubit stochastic open quantum systems. 111883 2025 171 Autom. https://doi.org/10.1016/j.automatica.2024.111883 db/journals/automatica/automatica171.html#CongDWL25 streams/journals/automatica

Louis J. M. Aslett Andreea Avramescu Nicholas Bakewell Isabel Birds Louise Bowler Michael P. J. Camilleri Sheng-Chia Chung David A. Clifton Samuel N. Cohen Nathan Constantine-Cooke Eric G. Daub Shaun M. Davidson Spiros C. Denaxas Karla Diaz-Ordaz Richard Feltbower Suzy Gallier Stephen Gardiner Francesca Gasperoni Robert J. B. Goudie Rebecca E. Green Marlous S. Hall Chris Holmes 0001 John R. Hurst Mark M. Iles João Jorge Emma Karoune Ruth H. Keogh Ruairidh King Ruth King Paul D. W. Kirk Roman Klapaukh Samaneh Kouchaki Alvina Grace Lai Nathan Lea Clemence Leyrat Kezhi Li Watjana Lilaonitkul Huiqi Y. Lu Terry Lyons Ann-Marie Mallon Andrew A. Manderson Nicolò Margaritella Joshua Matteson Sam Morley Hannah Nicholls Martin T. O'Reilly Christina Pagel Edward Palmer Jack Roberts Timothy J. Roberts David S. Robertson 0001 James Robinson Patrick Rockenschaub Roy A. Ruddle Elizabeth Sapey Luis Santos Andrew A. S. Soltan Fang Gao-Smith Colin Starr Oliver Strickson Li Su Mia S. Tackney Johan Hilge Thygesen Ana Torralbo Alice M. Turner Catalina A. Vallejos Chenyang Wang Kirstie J. Whitaker Tony Whitehouse David R. Westhead Wai Keong Wong Yue Wu 0016 Lingyi Yang Xiaoxu Zou DECOVID: A UK Two-Center Harmonized Database of Acute Care Electronic Health Records for COVID-19 Research. 195 2025 10 Data 12 https://doi.org/10.3390/data10120195 db/journals/data/data10.html#AslettABBBCCCCCDDDDFGGG25 streams/journals/data

Joseph Farrington Wai Keong Wong Kezhi Li Martin Utley MDPax: GPU-accelerated MDP solvers in Python with JAX. 8897 2025 December 10 J. Open Source Softw. 116 https://doi.org/10.21105/joss.08897 db/journals/jossw/jossw10.html#FarringtonWLU25 streams/journals/jossw

Chengzhe Piao Taiyu Zhu Stephanie E. Baldeweg Paul Taylor Pantelis Georgiou Jiahao Sun Jun Wang Kezhi Li GARNN: An interpretable graph attentive recurrent neural network for predicting blood glucose levels via multivariate time series. 107229 2025 185 Neural Networks https://doi.org/10.1016/j.neunet.2025.107229 db/journals/nn/nn185.html#PiaoZBTGSWL25 streams/journals/nn

Zhiqiang Huo John Booth Thomas Monks Philip Knight Liam Watson Mark J. Peters Christina Pagel Padmanabhan Ramnarayan Kezhi Li Dynamic mortality prediction in critically Ill children during interhospital transports to PICUs using explainable AI. 2025 8 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-025-01465-w db/journals/npjdm/npjdm8.html#HuoBMKWPPRL25 streams/journals/npjdm

Taiyu Zhu Ioannis Afentakis Kezhi Li Ryan Armiger Neil Hill Nick Oliver Pantelis Georgiou Multi-Horizon Glucose Prediction Across Populations With Deep Domain Generalization. 5424-5437 2025 August 29 IEEE J. Biomed. Health Informatics 8 https://doi.org/10.1109/JBHI.2024.3428921 db/journals/titb/titb29.html#ZhuALAHOG25 streams/journals/titb

Wenzheng Tang Erwu Liu Wei Ni 0001 Xinyu Qu Butian Huang Kezhi Li Dusit Niyato Abbas Jamalipour Game-Theoretic Incentive Mechanism for Blockchain-Based Federated Learning. 10363-10376 2025 October 24 IEEE Trans. Mob. Comput. 10 https://doi.org/10.1109/TMC.2025.3567355 db/journals/tmc/tmc24.html#TangLNQHLNJ25 streams/journals/tmc

Yuxin Wang Kezhi Li Real-Time Prediction of Emergency Department Admissions Using Machine Learning with Digital Twins. 1-9 2025 ICMHI https://doi.org/10.1145/3761712.3761714 conf/icmhi/2025 db/conf/icmhi/icmhi2025.html#WangL25 Jiye Yang Kezhi Li Bijie Yang Yuanjian Zhang Chengyuan Liu Enhancement of UFLD by Improving Global Dependencies. 1-7 2025 VTC2025-Fall https://doi.org/10.1109/VTC2025-Fall65116.2025.11310739 conf/vtc/2025f db/conf/vtc/vtc2025f.html#YangLYZL25 streams/conf/vtc

Chenhao Xue Yi Ren Jinwei Zhou Kezhi Li Chen Zhang 0001 Yibo Lin Lining Zhang Qiang Xu 0001 Guangyu Sun 0003 DOMAC: Differentiable Optimization for High-Speed Multipliers and Multiply-Accumulators. 2025 March abs/2503.23943 CoRR https://doi.org/10.48550/arXiv.2503.23943 db/journals/corr/corr2503.html#abs-2503-23943 streams/journals/corr

Zhengyuan Shi Zeju Li Chengyu Ma Yunhao Zhou Ziyang Zheng Jiawei Liu 0006 Hongyang Pan Lingfeng Zhou Kezhi Li Jiaying Zhu Lingwei Yan Zhiqiang He Chenhao Xue Wentao Jiang Fan Yang 0001 Guangyu Sun 0003 Xiaoyan Yang Gang Chen 0023 Chuan Shi 0001 Zhufei Chu Jun Yang 0006 Qiang Xu 0001 ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA. 2025 May abs/2505.02016 CoRR https://doi.org/10.48550/arXiv.2505.02016 db/journals/corr/corr2505.html#abs-2505-02016 streams/journals/corr

Jianyuan Zhong Zeju Li Zhijian Xu Xiangyu Wen 0001 Kezhi Li Qiang Xu 0001 Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier. 2025 May abs/2505.11966 CoRR https://doi.org/10.48550/arXiv.2505.11966 db/journals/corr/corr2505.html#abs-2505-11966 streams/journals/corr

Ying Xiao Jie Huang Ruijuan He Jing Xiao Mohammad Reza Mousavi 0001 Yepang Liu 0001 Kezhi Li Zhenpeng Chen 0001 Jie M. Zhang AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and Healthcare. 2025 May abs/2505.19562 CoRR https://doi.org/10.48550/arXiv.2505.19562 db/journals/corr/corr2505.html#abs-2505-19562 streams/journals/corr

Ziyang Zheng Kezhi Li Zhengyuan Shi Qiang Xu 0001 Functional Matching of Logic Subgraphs: Beyond Structural Isomorphism. 2025 May abs/2505.21988 CoRR https://doi.org/10.48550/arXiv.2505.21988 db/journals/corr/corr2505.html#abs-2505-21988 streams/journals/corr

Chenhao Xue Kezhi Li Jiaxing Zhang Yi Ren Zhengyuan Shi Chen Zhang 0001 Yibo Lin Lining Zhang Qiang Xu 0001 Guangyu Sun 0003 AC-Refiner: Efficient Arithmetic Circuit Optimization Using Conditional Diffusion Models. 2025 July abs/2507.02598 CoRR https://doi.org/10.48550/arXiv.2507.02598 db/journals/corr/corr2507.html#abs-2507-02598 streams/journals/corr

Zhijun Guo Alvina Lai Julia Ive Alexandru Petcu Yutong Wang Luyuan Qi Johan Hilge Thygesen Kezhi Li Development and Evaluation of HopeBot: an LLM-based chatbot for structured and interactive PHQ-9 depression screening. 2025 July abs/2507.05984 CoRR https://doi.org/10.48550/arXiv.2507.05984 db/journals/corr/corr2507.html#abs-2507-05984 streams/journals/corr

Taiyu Zhu Lei Kuang Chengzhe Piao Junming Zeng Kezhi Li Pantelis Georgiou Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge. 236-246 2024 April 18 IEEE Trans. Biomed. Circuits Syst. 2 https://doi.org/10.1109/TBCAS.2023.3348844 db/journals/tbcas/tbcas18.html#ZhuKPZLG24

Kezhi Li Yeqiang Qian Chunxiang Wang Ming Yang 0002 Forehead or Headlights - At Which Height Should LiDARs be Mounted on the Vehicle? 2564-2575 2024 January 9 IEEE Trans. Intell. Veh. 1 https://doi.org/10.1109/TIV.2023.3318628 db/journals/tiv/tiv9.html#LiQWY24

Zhijun Guo Alvina Grace Lai Zhouyiyi Deng Kezhi Li Evaluating the Feasibility and Acceptability of a GPT-Based Chatbot for Depression Screening: A Mixed-Methods Study. 249-263 2024 AIiH (1) https://doi.org/10.1007/978-3-031-67278-1_20 https://www.wikidata.org/entity/Q135256451 conf/aiih/2024-1 db/conf/aiih/aiih2024-1.html#GuoLDL24 streams/conf/aiih Thomas Frost Kezhi Li Steve Harris Robust Real-Time Mortality Prediction in the Intensive Care Unit using Temporal Difference Learning. 350-363 2024 ML4H@NeurIPS https://proceedings.mlr.press/v259/frost25a.html conf/ml4h/2024 db/conf/ml4h/ml4h2024.html#FrostLH24 streams/conf/ml4h

Chengzhe Piao Taiyu Zhu Stephanie E. Baldeweg Paul Taylor Pantelis Georgiou Jiahao Sun Jun Wang Kezhi Li GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series. 2024 abs/2402.16230 CoRR https://doi.org/10.48550/arXiv.2402.16230 db/journals/corr/corr2402.html#abs-2402-16230

Zhijun Guo Alvina Lai Johan Hilge Thygesen Joseph Farrington Thomas Keen Kezhi Li Large Language Model for Mental Health: A Systematic Review. 2024 abs/2403.15401 CoRR https://doi.org/10.48550/arXiv.2403.15401 db/journals/corr/corr2403.html#abs-2403-15401

Chengzhe Piao Taiyu Zhu Yu Wang 0115 Stephanie E. Baldeweg Paul Taylor Pantelis Georgiou Jiahao Sun Jun Wang Kezhi Li Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach. 2024 abs/2406.15346 CoRR https://doi.org/10.48550/arXiv.2406.15346 db/journals/corr/corr2406.html#abs-2406-15346

Rui Sun 0010 Zhipeng Wang 0009 Hengrui Zhang Ming Jiang Yizhe Wen Jiqun Zhang Jiahao Sun Shuoying Zhang Erwu Liu Kezhi Li Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning. 2024 abs/2410.17933 CoRR https://doi.org/10.48550/arXiv.2410.17933 db/journals/corr/corr2410.html#abs-2410-17933 streams/journals/corr

Thomas Frost Kezhi Li Steve Harris Robust Real-Time Mortality Prediction in the Intensive Care Unit using Temporal Difference Learning. 2024 abs/2411.04285 CoRR https://doi.org/10.48550/arXiv.2411.04285 db/journals/corr/corr2411.html#abs-2411-04285 streams/journals/corr

Joseph Farrington Samah Alimam Martin Utley Kezhi Li Wai Keong Wong Many happy returns: machine learning to support platelet issuing and waste reduction in hospital blood banks. 2024 abs/2411.14939 CoRR https://doi.org/10.48550/arXiv.2411.14939 db/journals/corr/corr2411.html#abs-2411-14939 streams/journals/corr

Taiyu Zhu Lei Kuang John Daniels Pau Herrero Kezhi Li Pantelis Georgiou IoMT-Enabled Real-Time Blood Glucose Prediction With Deep Learning and Edge Computing. 3706-3719 2023 March 10 IEEE Internet Things J. 5 https://doi.org/10.1109/JIOT.2022.3143375 db/journals/iotj/iotj10.html#ZhuKDHLG23

Ying Wang Xueke Zheng Le Wang Gavin Lu Yixing Jia Kezhi Li Mian Li 0001 Sensor fault detection of vehicle suspension systems based on transmissibility operators and Neyman-Pearson test. 109067 2023 April 232 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2022.109067 db/journals/ress/ress232.html#WangZWLJLL23

Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning. 193-204 2023 70 IEEE Trans. Biomed. Eng. 1 https://doi.org/10.1109/TBME.2022.3187703 db/journals/tbe/tbe70.html#ZhuLHG23

Taiyu Zhu Kezhi Li Pantelis Georgiou Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin Control in Type 1 Diabetes. 5087-5098 2023 October 27 IEEE J. Biomed. Health Informatics 10 https://doi.org/10.1109/JBHI.2023.3303367 db/journals/titb/titb27.html#ZhuLG23

Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks. 5122-5133 2023 October 27 IEEE J. Biomed. Health Informatics 10 https://doi.org/10.1109/JBHI.2023.3271615 db/journals/titb/titb27.html#ZhuLHG23

Taiyu Zhu Tianrui Chen Lei Kuang Junming Zeng Kezhi Li Pantelis Georgiou Edge-Based Temporal Fusion Transformer for Multi-Horizon Blood Glucose Prediction. 1-5 2023 ISCAS https://doi.org/10.1109/ISCAS46773.2023.10181448 conf/iscas/2023 db/conf/iscas/iscas2023.html#ZhuCKZLG23

Joseph Farrington Kezhi Li Wai Keong Wong Martin Utley Going faster to see further: GPU-accelerated value iteration and simulation for perishable inventory control using JAX. 2023 abs/2303.10672 CoRR https://doi.org/10.48550/arXiv.2303.10672 db/journals/corr/corr2303.html#abs-2303-10672

Zella King Joseph Farrington Martin Utley Enoch Kung Samer Elkhodair Steve K. Harris Richard Sekula Jonathan Gillham Kezhi Li Sonya Crowe Machine learning for real-time aggregated prediction of hospital admission for emergency patients. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00649-y db/journals/npjdm/npjdm5.html#KingFUKEHSGLC22

Taiyu Zhu Chukwuma Uduku Kezhi Li Pau Herrero Nick Oliver Pantelis Georgiou Enhancing self-management in type 1 diabetes with wearables and deep learning. 2022 5 npj Digit. Medicine https://doi.org/10.1038/s41746-022-00626-5 db/journals/npjdm/npjdm5.html#ZhuULHOG22

Feng Shen Zheng Wang 0013 Guoru Ding Kezhi Li Qihui Wu 0001 3D Compressed Spectrum Mapping With Sampling Locations Optimization in Spectrum-Heterogeneous Environment. 326-338 2022 21 IEEE Trans. Wirel. Commun. 1 https://doi.org/10.1109/TWC.2021.3095342 db/journals/twc/twc21.html#ShenWDLW22

Shuang Cong Yaru Tang Sajede Harraz Kezhi Li Jingbei Yang On-line quantum state estimation using continuous weak measurement and compressed sensing. 2021 64 Sci. China Inf. Sci. 8 https://doi.org/10.1007/s11432-018-9793-2 db/journals/chinaf/chinaf64.html#CongTHLY21

Kun Qian 0003 Liang Zhang 0010 Kezhi Li Juan Liu Editorial: Machine Learning for Non/Less-Invasive Methods in Health Informatics. 763109 2021 3 Frontiers Digit. Health https://doi.org/10.3389/fdgth.2021.763109 db/journals/fdgth/fdgth3.html#QianZLL21

Zheng Wang 0013 Xiong Xu Xiaodan Qiang Kezhi Li Learning Vector Quantization-Aided Detection for MIMO Systems. 874-878 2021 25 IEEE Commun. Lett. 3 https://doi.org/10.1109/LCOMM.2020.3039528 db/journals/icl/icl25.html#WangXQL21

Honghan Wu Huayu Zhang Andreas Karwath Zina M. Ibrahim Ting Shi Xin Zhang Kun Wang Jiaxing Sun Kevin Dhaliwal Daniel Bean Victor Roth Cardoso Kezhi Li James T. Teo Amitava Banerjee Fang Gao-Smith Tony Whitehouse Tonny Veenith Georgios V. Gkoutos Xiaodong Wu Richard J. B. Dobson Bruce Guthrie Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2. 791-800 2021 28 J. Am. Medical Informatics Assoc. 4 https://doi.org/10.1093/jamia/ocaa295 https://www.wikidata.org/entity/Q102055659 db/journals/jamia/jamia28.html#WuZKISZWSDBCLTB21

Shahid Qamar Shuang Cong Kezhi Li Zhixiang Dong Feng Shuang 0002 Nonlinear Optimal Feedback Control of the Two-Level Open Non-Markovian Stochastic Quantum System. 2150013:1-2150013:26 2021 28 Open Syst. Inf. Dyn. 3 https://doi.org/10.1142/S123016122150013X db/journals/osid/osid28.html#QamarCLDS21

Kun Zhang 0028 Shuang Cong Kezhi Li An efficient online estimation algorithm with measurement noise for time-varying quantum states. 107887 2021 180 Signal Process. https://doi.org/10.1016/j.sigpro.2020.107887 db/journals/sigpro/sigpro180.html#ZhangCL21

Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation. 1223-1232 2021 25 IEEE J. Biomed. Health Informatics 4 https://doi.org/10.1109/JBHI.2020.3014556 https://www.wikidata.org/entity/Q98209655 db/journals/titb/titb25.html#ZhuLHG21

Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou Deep Learning for Diabetes: A Systematic Review. 2744-2757 2021 25 IEEE J. Biomed. Health Informatics 7 https://doi.org/10.1109/JBHI.2020.3040225 https://www.wikidata.org/entity/Q102373230 db/journals/titb/titb25.html#ZhuLHG21a

Lei Kuang Taiyu Zhu Kezhi Li John Daniels Pau Herrero Pantelis Georgiou Live Demonstration: An IoT Wearable Device for Real-time Blood Glucose Prediction with Edge AI. 1 2021 BioCAS https://doi.org/10.1109/BioCAS49922.2021.9644975 conf/biocas/2021 db/conf/biocas/biocas2021.html#KuangZLDHG21 Taiyu Zhu Lei Kuang Kezhi Li Junming Zeng Pau Herrero Pantelis Georgiou Blood Glucose Prediction in Type 1 Diabetes Using Deep Learning on the Edge. 1-5 2021 ISCAS https://doi.org/10.1109/ISCAS51556.2021.9401083 conf/iscas/2021 db/conf/iscas/iscas2021.html#ZhuKLZHG21

Taiyu Zhu Kezhi Li Jianwei Chen Pau Herrero Pantelis Georgiou Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. 308-324 2020 4 J. Heal. Informatics Res. 3 https://doi.org/10.1007/s41666-020-00068-2 db/journals/jhir/jhir4.html#ZhuLCHG20

Sajede Harraz Shuang Cong Kezhi Li Two-qubit state recovery from amplitude damping based on weak measurement. 250 2020 19 Quantum Inf. Process. 8 https://doi.org/10.1007/s11128-020-02747-w db/journals/qip/qip19.html#HarrazCL20

Kun Zhang 0028 Shuang Cong Kezhi Li Tao Wang 0073 An online optimization algorithm for the real-time quantum state tomography. 361 2020 19 Quantum Inf. Process. 10 https://doi.org/10.1007/s11128-020-02866-4 db/journals/qip/qip19.html#ZhangCLW20

Taiyu Zhu Kezhi Li Lei Kuang Pau Herrero Pantelis Georgiou An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning. 5058 2020 20 Sensors 18 https://doi.org/10.3390/s20185058 https://www.wikidata.org/entity/Q99215489 db/journals/sensors/sensors20.html#ZhuLKHG20

Zheng Wang 0013 Ling Liu 0003 Kezhi Li Dynamic Markov Chain Monte Carlo-Based Spectrum Sensing. 1380-1384 2020 27 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2020.3013529 db/journals/spl/spl27.html#WangLL20

Jiaojiao Zhang Shuang Cong Qing Ling 0001 Kezhi Li Herschel Rabitz Quantum State Filter With Disturbance and Noise. 2856-2866 2020 65 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/TAC.2019.2934755 db/journals/tac/tac65.html#ZhangCLLR20

Kezhi Li Chengyuan Liu Taiyu Zhu Pau Herrero Pantelis Georgiou GluNet: A Deep Learning Framework for Accurate Glucose Forecasting. 414-423 2020 24 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2019.2931842 https://www.wikidata.org/entity/Q92339027 db/journals/titb/titb24.html#LiLZHG20

Kezhi Li John Daniels Chengyuan Liu Pau Herrero Pantelis Georgiou Convolutional Recurrent Neural Networks for Glucose Prediction. 603-613 2020 24 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2019.2908488 https://www.wikidata.org/entity/Q92847875 db/journals/titb/titb24.html#LiDLHG20

Taiyu Zhu Xi Yao Kezhi Li Pau Herrero Pantelis Georgiou Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. 90-94 2020 KDH@ECAI https://ceur-ws.org/Vol-2675/paper15.pdf conf/ecai/2020kdh db/conf/ecai/kdh2020.html#ZhuYLHG20

Taiyu Zhu Kezhi Li Pau Herrero Pantelis Georgiou Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation. 2020 abs/2005.09059 CoRR https://arxiv.org/abs/2005.09059 db/journals/corr/corr2005.html#abs-2005-09059

Robert Spence Chukwuma Uduku Kezhi Li Nick Oliver Pantelis Georgiou A novel hand-held interface supporting the self-management of Type 1 diabetes. 2020 abs/2008.03550 CoRR https://arxiv.org/abs/2008.03550 db/journals/corr/corr2008.html#abs-2008-03550

Jiaojiao Zhang Shuang Cong Qing Ling 0001 Kezhi Li An Efficient and Fast Quantum State Estimator With Sparse Disturbance. 2546-2555 2019 49 IEEE Trans. Cybern. 7 https://doi.org/10.1109/TCYB.2018.2828498 https://www.wikidata.org/entity/Q89557402 db/journals/tcyb/tcyb49.html#ZhangCLL19

Yongfu Li 0001 Chuancong Tang Kezhi Li Xiaozheng He 0001 Srinivas Peeta Yibing Wang Consensus-Based Cooperative Control for Multi-Platoon Under the Connected Vehicles Environment. 2220-2229 2019 20 IEEE Trans. Intell. Transp. Syst. 6 https://doi.org/10.1109/TITS.2018.2865575 https://www.wikidata.org/entity/Q129209133 db/journals/tits/tits20.html#LiTLHPW19

Zheming Zhao Kezhi Li Chris Toumazou Melpomeni Kalofonou A computational model for anti-cancer drug sensitivity prediction. 1-4 2019 BioCAS https://doi.org/10.1109/BIOCAS.2019.8919228 conf/biocas/2019 db/conf/biocas/biocas2019.html#ZhaoLTK19

Taiyu Zhu Kezhi Li Pantelis Georgiou A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning. 2019 abs/1910.04059 CoRR http://arxiv.org/abs/1910.04059 db/journals/corr/corr1910.html#abs-1910-04059

Kezhi Li Shuang Cong A review of image reconstruction algorithms in electrical capacitance tomography. 128-133 2018 ICACI https://doi.org/10.1109/ICACI.2018.8377593 conf/icaci/2018 db/conf/icaci/icaci2018.html#LiC18 Nan Song Kezhi Li Wei Chen 0016 Robust Visual Tracking Via Adaptive Structure-Enhanced Particle Filter. 1578-1582 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461727 conf/icassp/2018 db/conf/icassp/icassp2018.html#SongLC18 Taiyu Zhu Kezhi Li Pau Herrero Jianwei Chen Pantelis Georgiou A Deep Learning Algorithm for Personalized Blood Glucose Prediction. 64-78 2018 KDH@IJCAI https://ceur-ws.org/Vol-2148/paper12.pdf conf/ijcai/2018khd db/conf/ijcai/khd2018.html#ZhuLHCG18 Jianwei Chen Kezhi Li Pau Herrero Taiyu Zhu Pantelis Georgiou Dilated Recurrent Neural Network for Short-time Prediction of Glucose Concentration. 69-73 2018 KDH@IJCAI https://ceur-ws.org/Vol-2148/paper11.pdf conf/ijcai/2018khd db/conf/ijcai/khd2018.html#ChenLHZG18

Kezhi Li John Daniels Pau Herrero Viñas Chengyuan Liu Pantelis Georgiou Convolutional Recurrent Neural Networks for Blood Glucose Prediction. 2018 abs/1807.03043 CoRR http://arxiv.org/abs/1807.03043 db/journals/corr/corr1807.html#abs-1807-03043

Kezhi Li Kai Zheng 0011 Jingbei Yang Shuang Cong Xiaomei Liu Zhaokai Li Hybrid reconstruction of quantum density matrix: when low-rank meets sparsity. 299 2017 16 Quantum Inf. Process. 12 https://doi.org/10.1007/s11128-017-1720-x db/journals/qip/qip16.html#LiZYCLL17

Jiaojiao Zhang Kezhi Li Shuang Cong Haitao Wang 0004 Efficient reconstruction of density matrices for high dimensional quantum state tomography. 136-142 2017 139 Signal Process. https://doi.org/10.1016/j.sigpro.2017.04.007 db/journals/sigpro/sigpro139.html#ZhangLCW17

Jiaojiao Zhang Kezhi Li Shuang Cong Fast algorithm of high-dimensional quantum state estimation via low measurement rates. 2558-2562 2017 ASCC https://doi.org/10.1109/ASCC.2017.8287578 conf/ascc/2017 db/conf/ascc/ascc2017.html#ZhangLC17

Rufei Ma Erwu Liu Rui Wang 0001 Zhengqing Zhang Kezhi Li Chi Harold Liu Ping Wang 0004 Tao Zhou Energy-Aware Preferential Attachment Model for Wireless Sensor Networks with Improved Survivability. 3066-3079 2016 10 KSII Trans. Internet Inf. Syst. 7 https://doi.org/10.3837/tiis.2016.07.011 db/journals/itiis/itiis10.html#MaLWZLLWZ16

Kezhi Li Hui Zhang Sen Kuang Fangfang Meng Shuang Cong An improved robust ADMM algorithm for quantum state tomography. 2343-2358 2016 15 Quantum Inf. Process. 6 https://doi.org/10.1007/s11128-016-1288-x db/journals/qip/qip15.html#LiZKMC16

Kezhi Li Martin Sundin Cristian R. Rojas Saikat Chatterjee Magnus Jansson Alternating strategies with internal ADMM for low-rank matrix reconstruction. 153-159 2016 121 Signal Process. https://doi.org/10.1016/j.sigpro.2015.11.002 db/journals/sigpro/sigpro121.html#LiSRCJ16

Kai Zheng 0011 Kezhi Li Shuang Cong Characteristics optimization via compressed sensing in quantum state estimation. 948-953 2016 CCA https://doi.org/10.1109/CCA.2016.7587935 conf/IEEEcca/2016 db/conf/IEEEcca/IEEEcca2016.html#ZhengLC16 Kezhi Li Cristian R. Rojas Tao Yang 0003 Håkan Hjalmarsson Karl Henrik Johansson Shuang Cong Piecewise sparse signal recovery via piecewise orthogonal matching pursuit. 4608-4612 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472550 conf/icassp/2016 db/conf/icassp/icassp2016.html#LiRYHJC16

Kezhi Li Daniel Holland A Nonlinear Weighted Total Variation Image Reconstruction Algorithm for Electrical Capacitance Tomography. 2016 abs/1603.00816 CoRR http://arxiv.org/abs/1603.00816 db/journals/corr/corr1603.html#LiH16

Kezhi Li Shuang Cong State of the art and prospects of structured sensing matrices in compressed sensing. 665-677 2015 9 Frontiers Comput. Sci. 5 https://doi.org/10.1007/s11704-015-3326-8 db/journals/fcsc/fcsc9.html#LiC15

Kezhi Li A Brief Survey of Image Processing Algorithms in Electrical Capacitance Tomography. 2015 abs/1510.04585 CoRR http://arxiv.org/abs/1510.04585 db/journals/corr/corr1510.html#Li15n

Tao Yang 0003 Ye Yuan 0002 Kezhi Li Jorge M. Gonçalves Karl Henrik Johansson Finite-time road grade computation for a vehicle platoon. 6105-6110 2014 CDC https://doi.org/10.1109/CDC.2014.7040345 conf/cdc/2014 db/conf/cdc/cdc2014.html#YangYLGJ14 Kezhi Li Cristian R. Rojas Saikat Chatterjee Håkan Hjalmarsson Piecewise Toeplitz matrices-based sensing for rank minimization. 1836-1840 2014 EUSIPCO https://ieeexplore.ieee.org/document/6952667/ conf/eusipco/2014 db/conf/eusipco/eusipco2014.html#LiRCH14 Shuang Cong Hui Zhang Kezhi Li An improved quantum state estimation algorithm via compressive sensing. 2338-2343 2014 ROBIO https://doi.org/10.1109/ROBIO.2014.7090687 conf/robio/2014 db/conf/robio/robio2014.html#CongZL14

Kezhi Li Shuang Cong A Robust Compressive Quantum State Tomography Algorithm Using ADMM. 2014 abs/1401.6533 CoRR http://arxiv.org/abs/1401.6533 db/journals/corr/corr1401.html#LiC14

Kezhi Li Cristian R. Rojas Saikat Chatterjee Håkan Hjalmarsson Piecewise Toeplitz Matrices-based Sensing for Rank Minimization. 2014 abs/1406.0187 CoRR http://arxiv.org/abs/1406.0187 db/journals/corr/corr1406.html#LiRCH14

Kezhi Li Martin Sundin Cristian R. Rojas Saikat Chatterjee Magnus Jansson Alternating Strategies Are Good For Low-Rank Matrix Reconstruction. 2014 abs/1407.3410 CoRR http://arxiv.org/abs/1407.3410 db/journals/corr/corr1407.html#LiSRCJ14

Kezhi Li Shuang Cong State of the Art and Prospects of Structured Sensing Matrices in Compressed Sensing. 2014 abs/1408.1391 CoRR http://arxiv.org/abs/1408.1391 db/journals/corr/corr1408.html#LiC14c

Kezhi Li Lu Gan 0002 Cong Ling 0001 Convolutional Compressed Sensing Using Deterministic Sequences. 740-752 2013 61 IEEE Trans. Signal Process. 3 https://doi.org/10.1109/TSP.2012.2229994 db/journals/tsp/tsp61.html#LiGL13

Lu Gan 0002 Kezhi Li Cong Ling 0001 Golay meets Hadamard: Golay-paired Hadamard matrices for fast compressed sensing. 637-641 2012 ITW https://doi.org/10.1109/ITW.2012.6404755 conf/itw/2012 db/conf/itw/itw2012.html#GanLL12 Shuang Cong Yuanyuan Zhang Kezhi Li Optimal Control of Mixed-state Quantum Systems based on Lyapunov Method. 22-30 2011 BIOSIGNALS conf/biostec/2011bs db/conf/biostec/biosignals2011.html#CongZL11 Kezhi Li Cong Ling 0001 Lu Gan 0002 Deterministic compressed-sensing matrices: Where Toeplitz meets Golay. 3748-3751 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5947166 conf/icassp/2011 db/conf/icassp/icassp2011.html#LiLG11 Ioannis Afentakis Irshad Ahamed Christo Albor Samah Alimam Ryan Armiger Louis J. M. Aslett Andreea Avramescu Nicholas Bakewell Stephanie E. Baldeweg Amitava Banerjee Daniel Bean Isabel Birds John Booth Louise Bowler Michael P. J. Camilleri Victor Roth Cardoso Saikat Chatterjee Gang Chen 0023 Jianwei Chen Tianrui Chen Wei Chen 0016 Zhenpeng Chen 0001 Zhufei Chu Sheng-Chia Chung David A. Clifton Samuel N. Cohen Shuang Cong Nathan Constantine-Cooke Sonya Crowe John Daniels Eric G. Daub Shaun M. Davidson Spiros C. Denaxas Zhouyiyi Deng Kevin Dhaliwal Karla Diaz-Ordaz Guoru Ding Richard J. B. Dobson Zhixiang Dong Samer Elkhodair Joseph Farrington Richard Feltbower Thomas Frost Suzy Gallier Lu Gan 0002 Fang Gao-Smith Stephen Gardiner Francesca Gasperoni Pantelis Georgiou Jonathan Gillham Georgios V. Gkoutos Jorge M. Gonçalves Robert J. B. Goudie Rebecca E. Green Zhijun Guo Bruce Guthrie Marlous S. Hall Sajede Harraz Steve Harris Steve K. Harris Ruijuan He Xiaozheng He 0001 Zhiqiang He Justin Healy Pau HerreroPau Herrero Viñas Neil Hill Håkan Hjalmarsson Daniel Holland Christopher C. HolmesChris Holmes 0001 Butian Huang Jie Huang Junhua Huang Zhiqiang Huo John R. Hurst Zina M. Ibrahim Mark M. Iles Julia Ive Abbas Jamalipour Magnus Jansson Yixing Jia Ming Jiang Wentao Jiang Karl Henrik Johansson João Jorge Melpomeni Kalofonou Emma Karoune Andreas Karwath Thomas Keen Ruth H. Keogh Ruairidh King Ruth King Zella King Paul D. W. Kirk Roman Klapaukh Philip Knight Emmanouil Korakas Samaneh Kouchaki Lei Kuang Sen Kuang Enoch Kung Alvina Grace LaiAlvina Lai Nathan Lea Clemence Leyrat Mian Li 0001 Min Li 0019 Yongfu Li 0001 Zeju Li Zhaokai Li Watjana Lilaonitkul Yibo Lin Cong Ling 0001 Qing Ling 0001 Chengyuan Liu Chi Harold Liu Erwu Liu Jiawei Liu 0006 Juan Liu Ling Liu 0003 Xiaomei Liu Yepang Liu 0001 Gavin Lu Huiqi Y. Lu Terry Lyons Georgios Lyratzopoulos Chengyu Ma Rufei Ma Ann-Marie Mallon Andrew A. Manderson Nicolò Margaritella Joshua Matteson Fangfang Meng Thomas Monks Samuel MorleySam Morley Mohammad Reza Mousavi 0001 Wei Ni 0001 Hannah Nicholls Dusit Niyato Nick Oliver Martin T. O'Reilly Christina Pagel Edward Palmer Hongyang Pan Srinivas Peeta Alexandru Petcu Mark J. Peters Chengzhe Piao Freya Pollington Shahid Qamar Luyuan Qi Kun Qian 0003 Yeqiang Qian Xiaodan Qiang Xinyu Qu Herschel Rabitz Padmanabhan Ramnarayan Yi Ren Jack Roberts Timothy J. Roberts David S. Robertson 0001 James Robinson Patrick Rockenschaub Cristian R. Rojas Roy A. Ruddle Luís SantosLuis Santos Elizabeth Sapey Richard Sekula Feng Shen Chuan Shi 0001 Ting Shi Zhengyuan Shi Feng Shuang 0002 Andrew A. S. Soltan Nan Song Robert Spence Colin Starr Oliver T. StricksonOliver Strickson Li Su Guangyu Sun 0003 Jiahao Sun Jiaxing Sun Rui Sun 0010 Martin Sundin Mia S. Tackney Chuancong Tang Wenzheng Tang Yaru Tang Mengxia Tao Paul Taylor James T. Teo Johan Hilge Thygesen Ana Torralbo Chris Toumazou Alice M. Turner Chukwuma Uduku Martin Utley Aristeidis Vagenas Catalina A. Vallejos Tonny Veenith Chenyang Wang Chunxiang Wang Haitao Wang 0004 Jun Wang Kun Wang Le Wang Ping Wang 0004 Rui Wang 0001 Tao Wang 0073 Yibing Wang Ying Wang Yu Wang 0115 Yutong Wang Yuxin Wang Zheng Wang 0013 Zhipeng Wang 0009 Liam Watson Jie Wen 0006 Xiangyu Wen 0001 Yizhe Wen David R. Westhead Kirstie J. Whitaker Becky White Tony Whitehouse Wai Keong Wong Honghan Wu Jieying Wu Qihui Wu 0001 Xiaodong Wu Yue Wu 0016 Jing Xiao Ying Xiao Qiang Xu 0001 Xiong Xu Zhijian Xu Chenhao Xue Hao Yan Lingwei Yan Bijie Yang Fan Yang 0001 Jingbei Yang Jiye Yang Jun Yang 0006 Lingyi Yang Ming Yang 0002 Tao Yang 0003 Xiaoyan Yang Xi Yao Ye Yuan 0002 Junming Zeng Baoqi Zhang Chen Zhang 0001 Hengrui Zhang Huayu Zhang Hui Zhang Jiaojiao Zhang Jiaxing Zhang Jie Zhang 0050Jie M. Zhang Jiqun Zhang Kun Zhang 0028 Liang Zhang 0010 Lining Zhang Shuoying Zhang Xin Zhang Yuanjian Zhang Yuanyuan Zhang Zhengqing Zhang Shibo Zhao Zheming Zhao Kai Zheng 0011 Xueke Zheng Ziyang Zheng Jianyuan Zhong Jinwei Zhou Lingfeng Zhou Tao Zhou Yunhao Zhou Jiaying Zhu Taiyu Zhu Xiaoxu Zou