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Tong Liu 0014
Person information
- affiliation: University of Sheffield, OAK Group, Department of Computer Science, UK
- affiliation (PhD 2021): Chongqing University, School of Automation, Key Laboratory of Dependable Service Computing in Cyber Physical Society, Chongqing, China
- affiliation (2018-2019): University of Southampton, School of Electronics and Computer Science, Southampton, UK
Other persons with the same name
- Tong Liu — disambiguation page
- Tong Liu 0001
— Shanghai University, School of Computer Engineering and Science, China (and 1 more) - Tong Liu 0002
— Huizhou University, Department of Electronic Science, China (and 1 more) - Tong Liu 0003 — Chinese University of Hong Kong, Hong Kong
- Tong Liu 0004
— Free University of Bozen-Bolzano, Italy (and 1 more) - Tong Liu 0005
— Shandong University of Science and Technology, Qingdao, China - Tong Liu 0006 — National University of Defense Technology, Changsha, Hunan, China
- Tong Liu 0007 — Actel Corp., Sunnyvale, CA, USA (and 1 more)
- Tong Liu 0008 — Louisiana Tech University, Ruston, LA, USA
- Tong Liu 0009
— Beijing Institute of Technology, Beijing, China
- Tong Liu 0010 — Rochester Institute of Technology, USA
- Tong Liu 0011
— Chongqing University of Posts and Telecommunications, College of Computer Science and Technology, Chongqing, China - Tong Liu 0012
— Harbin Engineering University, College of Information and Communication Engineering, Harbin, China - Tong Liu 0013
— Northeast Forestry University, College of Information and Computer Engineering, Harbin, China - Tong Liu 0015
— Dalian University of Technology, School of Physics, Dalian, China (and 1 more) - Tong Liu 0016
— Massey University, School of Natural and Computational Sciences, Auckland, New Zealand - Tong Liu 0017
— KTH Royal Institute of Technology, Department of Machine Design, Stockholm, Sweden - Tong Liu 0018 — BOE Technology Group Co., Ltd. (and 1 more)
- Tong Liu 0019 — LMU Munich, Department of Informatics, Munich, Germany (and 1 more)
- Tong Liu 0020
— Jiangsu University, School of Electrical and Information Engineering, Zhenjiang, China - Tong Liu 0021
— Macau University of Science and Technology, Faculty of Information Technology, China - Tong Liu 0022
— Chinese Academy of Sciences, Institute of Physics, Beijing, China - Tong Liu 0023
— Chongqing Vocational Institute of Engineering, Department of Big Data and Internet of Things, China (and 1 more) - Tong Liu 0024
— Chinese Academy of Sciences, Hefei Institutes of Physical Science, China - Tong Liu 0025
— Shandong University, School of Electrical Engineering, Jinan, China - Tong Liu 0026
— New York University, Department of Electrical and Computer Engineering, Brooklyn, NY, USA - Tong Liu 0027
— ShanghaiTech University, China - Tong Liu 0028
— University of Miami, Coral Gables, FL, USA - Tong Liu 0029
— University of Illinois Urbana-Champaign, Department of Civil and Environmental Engineering, Urbana, IL, USA - Tong Liu 0030
— Temple University, Department of Computer and Information Sciences, Philadelphia, PA, USA - Tong Liu 0031
— German Aerospace Center, Institute of Robotics and Mechatronics, Wessling, Germany (and 1 more) - Tong Liu 0032
— Liaoning Technical University, School of Electronics and Information Engineering, Huludao, China - Tong Liu 0033
— Southwest University, College of Artificial Intelligence, Chongqing, China - Tong Liu 0034
— Qingdao University, School of Automation, China - Tong Liu 0035
— Beijing University of Posts and Telecommunications, MoE Key Laboratory of Universal Wireless Communications, China - Tong Liu 0036
— Tsinghua University, Department of Mathematical Sciences, Beijing, China - Tong Liu 0037
— Alibaba, Taobao & Tmall Group, China - Tong Liu 0038
— Chang'an University, School of Automobile, Xi'an, China (and 1 more) - Tong Liu 0039
— Wuhan University, Institute of Artificial Intelligence, School of Computer Science, National Engineering Research Center for Multimedia Software, China - Tong Liu 0040
— Ludong University, Department of Information and Electrical Engineering, Yantai, China (and 1 more) - Tong Liu 0041
— Texas A&M University, Department of Electrical and Computer Engineering, Analog and Mixed Signal Center, College Station, TX, USA - Tong Liu 0042
— Hong Kong Polytechnic University, Department of Land Surveying and Geo-Informatics, Hong Kong (and 1 more)
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2020 – today
- 2026
[j28]Zechen Li
, Tong Liu
, Su Li
, Lang You, Shan Liang
, Dejun Wang:
An Unmanned Traffic Command System for Controlled Waterway in Inland River: An Edge-centric IoT Approach. Unmanned Syst. 14(1): 79-93 (2026)- 2025
[j27]Zechen Li
, Bingjie Chen
, Tong Liu
, Zhonglin Zuo
, Shan Liang
:
An end-to-end autonomous learning approach for waterway images analysis of inland river. Eng. Appl. Artif. Intell. 144: 110128 (2025)
[j26]Xulong Wang
, Yu Zhang, Tong Liu, Zhipeng Yuan, Kang Liu, Vitaveska Lanfranchi
, Po Yang:
SPOT: An efficient training-free task similarity quantification method for continual learning. Pattern Recognit. Lett. 197: 168-174 (2025)
[j25]Zhonglin Zuo
, Tao Meng
, Zheng Li
, Hao Zhang
, Tong Liu, Zhansheng Chen, Zhibo Pang
:
Contrastive Conditional Adversarial Autoencoder With Class-Specific Forces for Imbalanced Open-Set Fault Detection. IEEE Trans Autom. Sci. Eng. 22: 15757-15767 (2025)
[j24]Yulai Zhao
, Tong Liu
, Yun-Peng Zhu
, Zepeng Liu
, Qingkai Han
, Hui Ma
:
Lifelong Monitoring of Bearing-Rotor Systems Over Whole Life Cycle: An Emerging Paradigm. IEEE Trans. Ind. Informatics 21(2): 1319-1328 (2025)
[j23]Haiyang Jiang
, Tong Liu
, Huaping Liu
, Kai Wang
, Jiabao Song
:
DCDU-VMamba: Depth Completion of Transparent Objects With Dual U-VMamba for Robotic Grasp. IEEE Trans. Instrum. Meas. 74: 1-10 (2025)
[j22]Xiangyin Kong
, Yimeng He
, Zhihuan Song
, Tong Liu
, Zhiqiang Ge
:
Deep Probabilistic Principal Component Analysis for Process Monitoring. IEEE Trans. Neural Networks Learn. Syst. 36(4): 7422-7436 (2025)
[c14]Gaoshan Bi, Tong Liu, Yu Zhang, Qing Xue, Yang Li, Po Yang:
DA-Mamba: A Data Augmentation-Enhanced State Space Model for Fertiliser N2O Prediction in Agricultural IoT Applications. INDIN 2025: 1-4
[c13]Haiyang Jiang, Tong Liu, Huaping Liu, Visakan Kadirkamanathan, Hang Wu, Kai Wang:
A Deep Reinforcement Learning-based Autonomous Robotic Operation Framework for Blood Gas Analyzers. INDIN 2025: 1-6- 2024
[j21]Tong Liu
, Sheng Chen
, Po Yang
, Yunpeng Zhu
, Mehmet Mercangöz
, Chris J. Harris
:
Lifelong Learning Meets Dynamic Processes: An Emerging Streaming Process Prediction Framework With Delayed Process Output Measurement. IEEE Trans. Control. Syst. Technol. 32(2): 384-398 (2024)
[j20]Zhonglin Zuo
, Hao Zhang
, Li Ma
, Tong Liu
, Shan Liang
:
Leak Detection for Natural Gas Gathering Pipelines Under Multiple Operating Conditions Using RP-1dConvLSTM-AE and Multimodel Decision. IEEE Trans. Ind. Electron. 71(6): 6263-6273 (2024)
[j19]Xiwen He
, Tong Liu
, Yumei Zhang
, Ruimin Xie
:
Soft Sensor Modeling Based on Vector- Quantized Weighted-Wasserstein VAE for Polyester Polymerization Process. IEEE Trans. Ind. Informatics 20(9): 11338-11347 (2024)
[j18]Tong Liu
, Xulong Wang
, Po Yang
, Sheng Chen
, Chris J. Harris
:
Unsupervised Transfer Aided Lifelong Regression for Learning New Tasks Without Target Output. IEEE Trans. Knowl. Data Eng. 36(9): 4981-4995 (2024)
[j17]Menghui Zhou
, Xulong Wang
, Tong Liu
, Yun Yang
, Po Yang
:
Integrating Visualised Automatic Temporal Relation Graph into Multi-Task Learning for Alzheimer's Disease Progression Prediction. IEEE Trans. Knowl. Data Eng. 36(10): 5206-5220 (2024)
[c12]Liqiu Dong, Marta A. Zagorowska, Tong Liu, Alex Durkin
, Mehmet Mercangöz:
PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information. CCTA 2024: 101-106
[c11]Gaoshan Bi, Yu Zhang, Qing Xue, Yang Li, Zhipeng Yuan, Kang Liu, Tong Liu, Po Yang:
ParallelFarm: An AI-Enabled Sustainable Farming Management System for Carbon Neutrality. INDIN 2024: 1-6
[i2]Liqiu Dong, Marta A. Zagorowska, Tong Liu, Alex Durkin
, Mehmet Mercangöz:
PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information. CoRR abs/2402.13588 (2024)- 2023
[j16]Yu Zhang, Xulong Wang, Tong Liu, Ruijing Wang, Yang Li, Qing Xue, Po Yang
:
Sustainable fertilisation management via tensor multi-task learning using multi-dimensional agricultural data. J. Ind. Inf. Integr. 34: 100461 (2023)
[j15]Yu Zhang, Xulong Wang, Tong Liu, Rujing Wang, Yang Li, Qing Xue, Po Yang:
Corrigendum to 'Sustainable fertilisation management via tensor multi-task learning using multi-dimensional agricultural data': [Journal of Industrial Informatic Integration, Vol 34, August (2023) start page-end page]. J. Ind. Inf. Integr. 35: 100508 (2023)
[j14]Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang
:
Efficient multi-task learning with adaptive temporal structure for progression prediction. Neural Comput. Appl. 35(22): 16305-16320 (2023)
[j13]Tong Liu
, Zeyue Tian
, Sheng Chen
, Kai Wang
, Chris J. Harris
:
Deep Cascade Gradient RBF Networks With Output-Relevant Feature Extraction and Adaptation for Nonlinear and Nonstationary Processes. IEEE Trans. Cybern. 53(8): 4908-4922 (2023)
[j12]Tong Liu
, Sheng Chen
, Kang Li
, Shaojun Gan
, Chris J. Harris
:
Adaptive Multioutput Gradient RBF Tracker for Nonlinear and Nonstationary Regression. IEEE Trans. Cybern. 53(12): 7906-7919 (2023)
[c10]Menghui Zhou
, Yu Zhang, Yun Yang, Tong Liu, Po Yang:
Robust Temporal Smoothness in Multi-Task Learning. AAAI 2023: 11426-11434
[c9]Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang:
Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data. BIBM 2023: 940-943
[c8]Menghui Zhou, Tong Liu, Xulong Wang, Kang Liu, Yu Zhang, Po Yang:
Integrating Automatic Temporal Relation Graph into Multi-Task Learning for Alzheimer's Disease Progression Prediction. BIBM 2023: 3265-3272
[c7]Tong Liu, Xulong Wang, He Huang, Po Yang:
Weak Regression Enhanced Lifelong Learning for Improved Performance and Reduced Training Data. CIKM 2023: 1587-1596
[c6]Buse Sibel Korkmaz, Tong Liu, Mehmet Mercangöz:
Adaptive Real-Time Exploration and Optimization of Safety-Critical Industrial Systems with Ensemble Learning. INDIN 2023: 1-8
[i1]Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang:
Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data. CoRR abs/2311.03557 (2023)- 2022
[j11]Tong Liu
, Sheng Chen
, Shan Liang
, Shaojun Gan, Chris J. Harris
:
Multi-Output Selective Ensemble Identification of Nonlinear and Nonstationary Industrial Processes. IEEE Trans. Neural Networks Learn. Syst. 33(5): 1867-1880 (2022)
[c5]Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang:
Multi-task Learning with Adaptive Global Temporal Structure for Predicting Alzheimer's Disease Progression. CIKM 2022: 2743-2752
[c4]Yu Zhang, Menghui Zhou, Tong Liu, Vitaveska Lanfranchi
, Po Yang:
Spatio-temporal Tensor Multi-Task Learning for Predicting Alzheimer's Disease in a Longitudinal study. EMBC 2022: 979-985
[c3]Yu Zhang, Tong Liu, Yang Li, Ruijing Wang, He Huang, Po Yang:
Spatio-temporal Tensor Multi-Task Learning for Precision Fertilisation with Real-world Agricultural Data. IECON 2022: 1-6- 2020
[j10]Tong Liu
, Sheng Chen
, Shan Liang
, Chris J. Harris
:
Growing and Pruning Selective Ensemble Regression for Nonlinear and Nonstationary Systems. IEEE Access 8: 73278-73292 (2020)
[j9]Tong Liu, Sheng Chen
, Shan Liang, Chris J. Harris
:
Selective ensemble of multiple local model learning for nonlinear and nonstationary systems. Neurocomputing 378: 98-111 (2020)
[j8]Qiwu Zhu, Qingyu Xiong, Kai Wang
, Wang Lu, Tong Liu:
Accurate WiFi-based indoor localization by using fuzzy classifier and mlps ensemble in complex environment. J. Frankl. Inst. 357(3): 1420-1436 (2020)
[j7]Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang:
Integrated CS optimization and OLS for recurrent neural network in modeling microwave thermal process. Neural Comput. Appl. 32(16): 12267-12280 (2020)
[j6]Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang:
Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming. Neural Process. Lett. 51(1): 167-191 (2020)
[j5]Tong Liu, Sheng Chen
, Shan Liang
, Shaojun Gan, Chris J. Harris
:
Fast Adaptive Gradient RBF Networks For Online Learning of Nonstationary Time Series. IEEE Trans. Signal Process. 68: 2015-2030 (2020)
2010 – 2019
- 2019
[j4]Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang:
Two-Stage Method for Diagonal Recurrent Neural Network Identification of a High-Power Continuous Microwave Heating System. Neural Process. Lett. 50(3): 2161-2182 (2019)
[c2]Tong Liu, Shan Liang, Jinglu Hu:
Expert Control System based Hierarchical Control Strategy for Tunnel Microwave Rice Drying. ECC 2019: 3619-3624
[c1]Tong Liu, Shan Liang, Sheng Chen
, Chris J. Harris
:
A Multiple Local Model Learning for Nonlinear and Time-Varying Microwave Heating Process. IJCNN 2019: 1-8- 2018
[j3]Kai Wang
, Longkun Ma
, Qingyu Xiong, Shan Liang, Guotan Sun, Xing Yu, Zheng Yao, Tong Liu:
Learning to Detect Local Overheating of the High-Power Microwave Heating Process With Deep Learning. IEEE Access 6: 10288-10296 (2018)
[j2]Tong Liu
, Shan Liang, Qingyu Xiong, Kai Wang
:
Adaptive Critic Based Optimal Neurocontrol of a Distributed Microwave Heating System Using Diagonal Recurrent Network. IEEE Access 6: 68839-68849 (2018)- 2016
[j1]Kai Wang
, Youjin Zhao, Qingyu Xiong, Min Fan, Guotan Sun, Longkun Ma, Tong Liu:
Research on Healthy Anomaly Detection Model Based on Deep Learning from Multiple Time-Series Physiological Signals. Sci. Program. 2016: 5642856:1-5642856:9 (2016)
Coauthor Index

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last updated on 2026-03-09 22:31 CET by the dblp team
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