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2020 – today
- 2024
[j51]Yinlong Li
, Yilin Liao, Ziyue Sun, Xinggao Liu:
Semi-supervised contrastive regression for pharmaceutical processes. Expert Syst. Appl. 238(Part E): 121974 (2024)- [j50]Yilin Liao, Rixin Su, Wenhai Wang, Haozhe Li, Hao Wang, Zhaoran Liu, Xinggao Liu:
Gaussian dynamic recurrent unit for emitter classification. Expert Syst. Appl. 238(Part E): 122154 (2024) - [j49]Zhaoran Liu, Yizhi Cao, Hu Xu, Yuxin Huang, Qunshan He, Xinjie Chen, Xiaoyu Tang, Xinggao Liu:
Hidformer: Hierarchical dual-tower transformer using multi-scale mergence for long-term time series forecasting. Expert Syst. Appl. 239: 122412 (2024) - [j48]Zhaoran Liu, Xinjie Chen, Hao Wang, Xinggao Liu:
Integrating regular expressions into neural networks for relation extraction. Expert Syst. Appl. 252: 124252 (2024) - [j47]Yichen Song, Hu Xu, Changdi Li, Qunshan He, Zijian Tian, Xinggao Liu:
HMT: Hybrid mechanistic Transformer for bio-fabrication prediction under complex environmental conditions. Expert Syst. Appl. 255: 124389 (2024) - [j46]Changdi Li, Guangye Li, Yichen Song, Qunshan He, Zijian Tian, Hu Xu, Xinggao Liu:
Fast Forest Fire Detection and Segmentation Application for UAV-Assisted Mobile Edge Computing System. IEEE Internet Things J. 11(16): 26690-26699 (2024) - [j45]Wenjie Guo, Wei Chen, Xinggao Liu:
Density peak clustering by local centers and improved connectivity kernel. Inf. Sci. 666: 120439 (2024) - [j44]Xiang Ma, Haozhe Li, Xinggao Liu:
Zonotopic estimation for asynchronous switched system with application to missile flight system. J. Frankl. Inst. 361(8): 106834 (2024) - [j43]Ziyue Sun, Haozhe Li, Wenhai Wang, Jiaqi Liu, Xinggao Liu:
DTIN: Dual Transformer-based Imputation Nets for multivariate time series emitter missing data. Knowl. Based Syst. 284: 111270 (2024) - [j42]Hao Wang, Zhiyu Wang, Yunlong Niu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Xinggao Liu:
An Accurate and Interpretable Framework for Trustworthy Process Monitoring. IEEE Trans. Artif. Intell. 5(5): 2241-2252 (2024) - [j41]Haozhe Li, Yilin Liao, Zijian Tian, Zhaoran Liu, Jiaqi Liu, Xinggao Liu:
Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation. IEEE Trans. Inf. Forensics Secur. 19: 2967-2980 (2024) - [j40]Hu Xu, Zhaoran Liu, Hao Wang, Changdi Li, Yunlong Niu, Wenhai Wang, Xinggao Liu:
Denoising Diffusion Straightforward Models for Energy Conversion Monitoring Data Imputation. IEEE Trans. Ind. Informatics 20(10): 11987-11997 (2024) - [j39]Ziyue Sun, Yinlong Li, Qunshan He, Hu Xu, Wenhai Wang, Xinggao Liu:
Causality Enhanced Global-Local Graph Neural Network for Bioprocess Factor Forecasting. IEEE Trans. Ind. Informatics 20(10): 12428-12438 (2024) - [j38]Yilin Liao, Haozhe Li, Yizhi Cao, Zhaoran Liu, Wenhai Wang, Xinggao Liu:
Fast Fourier Transform With Multihead Attention for Specific Emitter Identification. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [c8]Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang:
Divergence-Guided Simultaneous Speech Translation. AAAI 2024: 17799-17807 - [i8]Hao Wang, Licheng Pan, Zhichao Chen, Degui Yang, Sen Zhang, Yifei Yang, Xinggao Liu, Haoxuan Li, Dacheng Tao:
FreDF: Learning to Forecast in Frequency Domain. CoRR abs/2402.02399 (2024) - [i7]Hao Wang, Zhichao Chen, Yuan Shen, Jiajun Fan, Zhaoran Liu, Degui Yang, Xinggao Liu, Haoxuan Li:
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation. CoRR abs/2407.01111 (2024) - 2023
- [j37]Zhaoran Liu, Haozhe Li, Hao Wang, Yilin Liao, Xinggao Liu, Gaojie Wu:
A novel pipelined end-to-end relation extraction framework with entity mentions and contextual semantic representation. Expert Syst. Appl. 228: 120435 (2023) - [j36]Hang Li, Ping Liu, Xinggao Liu, Hailong Huang:
Adaptive control arc length-based time grid refinement control parameterisation method for unmanned hypersonic vehicle reentry trajectory optimisation. Int. J. Control 96(10): 2565-2575 (2023) - [j35]Lu Lv, Long Xiao, Ruping Zou, Wenhai Wang, Shichao Chen, Junpeng Hui, Jiaqi Liu, Xinggao Liu:
A novel mesh discretization strategy for numerical solution of optimal control problems in aerospace engineering. J. Frankl. Inst. 360(14): 10433-10456 (2023) - [j34]Yuxin Huang, Eric Hao Wang, Zhaoran Liu, Licheng Pan, Haozhe Li, Xinggao Liu:
Modeling Task Relationships in Multivariate Soft Sensor With Balanced Mixture-of-Experts. IEEE Trans. Ind. Informatics 19(5): 6556-6564 (2023) - [j33]Haozhe Li, Yilin Liao, Wenhai Wang, Junpeng Hui, Jiaqi Liu, Xinggao Liu:
A Novel Time-Domain Graph Tensor Attention Network for Specific Emitter Identification. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j32]Xinjie Chen, Wenhai Wang, Ruping Zou, Zeyin Zhang, Shichao Chen, Jun Wang, Xinggao Liu:
A novel radar operating mode identification approach based on variational relevance vector machine with chaotic gravitational search optimization. Trans. Inst. Meas. Control 45(8): 1397-1410 (2023) - [i6]Hao Wang, Zhiyu Wang, Yunlong Niu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Xinggao Liu:
AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring. CoRR abs/2302.10426 (2023) - [i5]Licheng Pan, Hao Wang, Zhichao Chen, Yuxing Huang, Xinggao Liu:
TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors. CoRR abs/2302.10477 (2023) - [i4]Yuxin Huang, Hao Wang, Zhaoran Liu, Licheng Pan, Haozhe Li, Xinggao Liu:
Modeling Task Relationships in Multi-variate Soft Sensor with Balanced Mixture-of-Experts. CoRR abs/2305.16360 (2023) - 2022
- [j31]Haozhe Li, Wenhai Wang, Zhaoran Liu, Yunlong Niu, Hao Wang, Shunping Zhao, Yilin Liao, Weigeng Yang, Xinggao Liu:
A novel locality-sensitive hashing relational graph matching network for semantic textual similarity measurement. Expert Syst. Appl. 207: 117832 (2022) - [j30]Junfeng Liu, Xinggao Liu, Yun Wu, Zhe Yang, Jian Xu:
Dynamic multi-swarm differential learning harris hawks optimizer and its application to optimal dispatch problem of cascade hydropower stations. Knowl. Based Syst. 242: 108281 (2022) - [j29]Wenjie Guo, Wenhai Wang, Shunping Zhao, Yunlong Niu, Zeyin Zhang, Xinggao Liu:
Density Peak Clustering with connectivity estimation. Knowl. Based Syst. 243: 108501 (2022) - [j28]Shiqiang Zhao, Wenhai Wang, Deguo Zeng, Xinwei Chen, Zeyin Zhang, Fuyuan Xu, Xuanyu Mao, Xinggao Liu:
A Novel Aggregated Multipath Extreme Gradient Boosting Approach for Radar Emitter Classification. IEEE Trans. Ind. Electron. 69(1): 703-712 (2022) - [i3]Hao Wang, Zhichao Chen, Jiajun Fan, Yuxin Huang, Weiming Liu, Xinggao Liu:
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications. CoRR abs/2210.11039 (2022) - 2021
- [j27]Ja'afar Sulaiman Zangina, Wenhai Wang, Weizhong Qin, Weihua Gui, Youxian Sun, Shenghu Xu, Chunhua Yang, Daoxiong Xie, Yalin Wang, Xinggao Liu:
A novel adaptive generic model control strategy for internal thermally coupled air separation columns with multivariable recursive estimation. Comput. Chem. Eng. 151: 107348 (2021) - [j26]Xinggao Liu, Long Xiao, Lu Lv, Ping Liu, Guoqiang Xu, Zongzhun Zheng, Sen Wang:
Analytical sensitivity computation using collocation method with non-uniform mesh discretisation for numerical solutions of optimal control problems. Int. J. Control 94(3): 612-622 (2021) - [j25]Lu Lv, Xinggao Liu, Long Xiao, Weihua Ma, Zhenqiang Qi, Song Ye, Guoqiang Xu, Zongzhun Zheng, Sen Wang, Zeyin Zhang:
A novel non-uniform optimal control approach for hypersonic cruise vehicle with waypoint and no-fly zone constraints. Int. J. Syst. Sci. 52(13): 2704-2724 (2021) - [i2]Yilin Liao, Hao Wang, Zhaoran Liu, Haozhe Li, Xinggao Liu:
Analyze and Design Network Architectures by Recursion Formulas. CoRR abs/2108.08689 (2021) - [i1]Abiodun Ayodeji, Wenhai Wang, Jianzhong Su, Jianquan Yuan, Xinggao Liu:
An empirical evaluation of attention-based multi-head models for improved turbofan engine remaining useful life prediction. CoRR abs/2109.01761 (2021) - 2020
- [j24]Lu Lv, Wenhai Wang, Zeyin Zhang, Xinggao Liu:
A novel intrusion detection system based on an optimal hybrid kernel extreme learning machine. Knowl. Based Syst. 195: 105648 (2020) - [c7]Yihao Lv, Youzhi Gu, Xinggao Liu:
The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification. NeurIPS 2020
2010 – 2019
- 2019
- [j23]Xinggao Liu, Youzhi Gu, Shuting He, Zhipeng Xu, Zeyin Zhang:
A robust reliability prediction method using Weighted Least Square Support Vector Machine equipped with Chaos Modified Particle Swarm Optimization and Online Correcting Strategy. Appl. Soft Comput. 85 (2019) - [j22]Ping Liu, Xinggao Liu, Ping Wang, Guodong Li, Long Xiao, Jie Yan, Zhang Ren:
Control variable parameterisation with penalty approach for hypersonic vehicle reentry optimisation. Int. J. Control 92(9): 2015-2024 (2019) - [j21]Guoquan Huang, Zining Wan, Xinggao Liu, Junpeng Hui, Ze Wang, Zeyin Zhang:
Ship detection based on squeeze excitation skip-connection path networks for optical remote sensing images. Neurocomputing 332: 215-223 (2019) - [j20]Miao Zhang, Xinggao Liu, Zeyin Zhang, Guangbi Gong, Guoqing Zhang, Changjun Zhang, Xu Chen, Hongxing Zhang:
A novel modeling approach and its application in polymer quality index prediction. Trans. Inst. Meas. Control 41(7): 2005-2015 (2019) - [c6]Ye Yang, Jinhou Han, Chen Chen, Jiarong Xu, Zuwei Liao, Xinggao Liu, Jinshui Chen, Jiangang Lu:
A PSO-LP Cooperative Algorithm for Mixed Integer Nonlinear Programming. ASCC 2019: 230-235 - [c5]Chen Chen, Xueyuan Li, Ye Yang, Jiarong Xu, Zuwei Liao, Xinggao Liu, Jinshui Chen, Jiangang Lu:
Parameter Self-Tuning of SISO Compact-Form Model-Free Adaptive Controller based on Neural Network with System Error Set as Input. ASCC 2019: 468-473 - 2018
- [j19]Xinteng Gao, Xinggao Liu:
A novel effective diagnosis model based on optimized least squares support machine for gene microarray. Appl. Soft Comput. 66: 50-59 (2018) - [j18]Long Xiao, Xinggao Liu, Liang Ma, Zeyin Zhang:
An effective pseudospectral method for constraint dynamic optimisation problems with characteristic times. Int. J. Control 91(3): 571-581 (2018) - 2017
- [j17]Shiming He, Long Xiao, Yalin Wang, Xinggao Liu, Chunhua Yang, Jiangang Lu, Weihua Gui, Youxian Sun:
A novel fault diagnosis method based on optimal relevance vector machine. Neurocomputing 267: 651-663 (2017) - [j16]Liang Ma, Xinggao Liu:
A novel APSO-aided weighted LSSVM method for nonlinear hammerstein system identification. J. Frankl. Inst. 354(4): 1892-1906 (2017) - [j15]Ping Liu, Xinggao Liu:
Empirical mode decomposition-based time grid refinement optimization approach for optimal control problems. Optim. Lett. 11(7): 1243-1256 (2017) - 2016
- [j14]Yuanmeng Sun, Xinggao Liu, Zeyin Zhang, Zhicheng Wang, Yusheng Yu, Tianjian Zhang, Yu Zhu, Zhengji Song:
A sparse probabilistic approach with chaotic artificial bee colony optimization for sea clutter soft computing. Appl. Soft Comput. 49: 108-119 (2016) - 2015
- [j13]Zhong Cheng, Xinggao Liu:
Optimal online soft sensor for product quality monitoring in propylene polymerization process. Neurocomputing 149: 1216-1224 (2015) - [j12]Guodong Li, Xinggao Liu:
Comments on "Optimal Use of Mixed Catalysts for Two Successive Chemical Reactions". J. Optim. Theory Appl. 165(2): 678-692 (2015) - 2014
- [j11]Zeyin Zhang, Ting Wang, Xinggao Liu:
Melt index prediction by aggregated RBF neural networks trained with chaotic theory. Neurocomputing 131: 368-376 (2014) - [j10]Senqi Xu, Xinggao Liu:
Melt index prediction by fuzzy functions with dynamic fuzzy neural networks. Neurocomputing 142: 291-298 (2014) - [j9]Ting Wang, Xinggao Liu, Zeyin Zhang:
Characterization of chaotic multiscale features on the time series of melt index in industrial propylene polymerization system. J. Frankl. Inst. 351(2): 878-906 (2014) - [j8]Xinggao Liu, Yunqing Hu, Jianghua Feng, Kean Liu:
A Novel Penalty Approach for Nonlinear Dynamic Optimization Problems With Inequality Path Constraints. IEEE Trans. Autom. Control. 59(10): 2863-2867 (2014) - 2013
- [j7]Huaqin Jiang, Zhengbing Yan, Xinggao Liu:
Melt index prediction using optimized least squares support vector machines based on hybrid particle swarm optimization algorithm. Neurocomputing 119: 469-477 (2013) - 2011
- [j6]Zhening Zhang, Feng Ding, Xinggao Liu:
Hierarchical gradient based iterative parameter estimation algorithm for multivariable output error moving average systems. Comput. Math. Appl. 61(3): 672-682 (2011) - [j5]Jiubao Li, Xinggao Liu:
Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm. Neurocomputing 74(5): 735-740 (2011) - 2010
- [j4]Xinggao Liu, Jing Lu:
Least squares based iterative identification for a class of multirate systems. Autom. 46(3): 549-554 (2010) - [j3]Heqiang Han, Li Xie, Feng Ding, Xinggao Liu:
Hierarchical least-squares based iterative identification for multivariable systems with moving average noises. Math. Comput. Model. 51(9-10): 1213-1220 (2010)
2000 – 2009
- 2009
- [c4]Jing Lu, Xinggao Liu, Feng Ding:
Least-squares based iterative parameter estimation for two-input multirate sampled-data systems. ACC 2009: 4379-4383 - 2006
- [j2]Jian Shi, Xinggao Liu:
Product quality prediction by a neural soft-sensor based on MSA and PCA. Int. J. Autom. Comput. 3(1): 17-22 (2006) - [j1]Jian Shi, Xinggao Liu, Youxian Sun:
Melt index prediction by neural networks based on independent component analysis and multi-scale analysis. Neurocomputing 70(1-3): 280-287 (2006) - [c3]Xinggao Liu, Zhengbing Yan:
Melt Index Predict by Radial Basis Function Network Based on Principal Component Analysis. IDEAL 2006: 379-385 - [c2]Xinggao Liu:
Product Quality Prediction with Support Vector Machines. ISNN (2) 2006: 1126-1131 - 2002
- [c1]Xinggao Liu, Yongmao Xu, Jie Zhang, Jixin Qian:
Optimal energy cost in ideal internal thermally coupled distillation columns. ACC 2002: 1502-1507
Coauthor Index
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