Xinggao Liu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 50

Top Topics

Optimal Control Problems

Chemical Reactions

Dynamic Optimization

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Zhaoran Liu, Xinjie Chen, Hao Wang, Xinggao Liu
Integrating regular expressions into neural networks for relation extraction. Expert Syst. Appl. 252 (2024)
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) (2024)
Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang
Divergence-Guided Simultaneous Speech Translation. AAAI (2024)
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 (2024)
Xiang Ma, Haozhe Li, Xinggao Liu
Zonotopic estimation for asynchronous switched system with application to missile flight system. J. Frankl. Inst. 361 (8) (2024)
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 (2024)
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 (2024)
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) (2024)
Wenjie Guo, Wei Chen, Xinggao Liu
Density peak clustering by local centers and improved connectivity kernel. Inf. Sci. 666 (2024)
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 (2024)
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) (2024)
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 (2024)
Yinlong Li, Yilin Liao, Ziyue Sun, Xinggao Liu
Semi-supervised contrastive regression for pharmaceutical processes. Expert Syst. Appl. 238 (Part E) (2024)
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 (2024)
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 (2024)
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) (2023)
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 (2023)
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 (2023)
Licheng Pan, Hao Wang, Zhichao Chen, Yuxing Huang, Xinggao Liu
TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors. CoRR (2023)
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 (2023)
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) (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2022)
Hao Wang, Zhichao Chen, Jiajun Fan, Yuxin Huang, Weiming Liu, Xinggao Liu
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications. CoRR (2022)
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 (2022)
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) (2022)
Wenjie Guo, Wenhai Wang, Shunping Zhao, Yunlong Niu, Zeyin Zhang, Xinggao Liu
Density Peak Clustering with connectivity estimation. Knowl. Based Syst. 243 (2022)
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 (2021)
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) (2021)
Yilin Liao, Hao Wang, Zhaoran Liu, Haozhe Li, Xinggao Liu
Analyze and Design Network Architectures by Recursion Formulas. CoRR (2021)
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) (2021)
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 (2021)
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 (2020)
Yihao Lv, Youzhi Gu, Xinggao Liu
The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification. NeurIPS (2020)
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)
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)
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 (2019)
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) (2019)
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) (2019)
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)
Xinteng Gao, Xinggao Liu
A novel effective diagnosis model based on optimized least squares support machine for gene microarray. Appl. Soft Comput. 66 (2018)
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) (2018)
Liang Ma, Xinggao Liu
A novel APSO-aided weighted LSSVM method for nonlinear hammerstein system identification. J. Frankl. Inst. 354 (4) (2017)
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 (2017)
Ping Liu, Xinggao Liu
Empirical mode decomposition-based time grid refinement optimization approach for optimal control problems. Optim. Lett. 11 (7) (2017)
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 (2016)
Guodong Li, Xinggao Liu
Comments on "Optimal Use of Mixed Catalysts for Two Successive Chemical Reactions". J. Optim. Theory Appl. 165 (2) (2015)
Zhong Cheng, Xinggao Liu
Optimal online soft sensor for product quality monitoring in propylene polymerization process. Neurocomputing 149 (2015)
Senqi Xu, Xinggao Liu
Melt index prediction by fuzzy functions with dynamic fuzzy neural networks. Neurocomputing 142 (2014)
Zeyin Zhang, Ting Wang, Xinggao Liu
Melt index prediction by aggregated RBF neural networks trained with chaotic theory. Neurocomputing 131 (2014)
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) (2014)
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) (2014)
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 (2013)
Jiubao Li, Xinggao Liu
Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm. Neurocomputing 74 (5) (2011)
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) (2011)
Xinggao Liu, Jing Lu
Least squares based iterative identification for a class of multirate systems. Autom. 46 (3) (2010)
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) (2010)
Jing Lu, Xinggao Liu, Feng Ding
Least-squares based iterative parameter estimation for two-input multirate sampled-data systems. ACC (2009)
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) (2006)
Xinggao Liu
Product Quality Prediction with Support Vector Machines. ISNN (2) (2006)
Xinggao Liu, Zhengbing Yan
Melt Index Predict by Radial Basis Function Network Based on Principal Component Analysis. IDEAL (2006)
Jian Shi, Xinggao Liu
Product quality prediction by a neural soft-sensor based on MSA and PCA. Int. J. Autom. Comput. 3 (1) (2006)
Xinggao Liu, Yongmao Xu, Jie Zhang, Jixin Qian
Optimal energy cost in ideal internal thermally coupled distillation columns. ACC (2002)