Xinggao Liu - RankMe

92 papers A* 3C 4Journal 81Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A semantically guided multimodal graph neural network for process factor forecasting of industrial IoT systems. Expert Syst. Appl. Ziyue Sun, Hu Xu, Yinlong Li, Wenhai Wang, Xinggao Liu
2026	J	`jnl`	CausalRM: Causal-Theoretic Reward Modeling for RLHF from Observational User Feedbacks. CoRR Hao Wang, Licheng Pan, Zhichao Chen, Chunyuan Zheng, Zhixuan Chu, Xiaoxi Li, Yuan Lu, Xinggao Liu, Haoxuan Li, Zhouchen Lin
2026	J	`jnl`	Discovering explicit and implicit causality for bioprocess factor forecasting. Inf. Sci. Ziyue Sun, Hu Xu, Yinlong Li, Wenhai Wang, Xinggao Liu
2026	J	`jnl`	Negative samples filter of contrastive learning for time series classification. Expert Syst. Appl. Yinlong Li, Licheng Pan, Hu Xu, Xinggao Liu
2025	J	`jnl`	A soft sensor net based on the symplectic decomposition-global attention reconstruction architecture for biopharmaceutical industry. Appl. Soft Comput. Simengxu Qiao, Yichen Song, Qunshan He, Shifan Chen, He Zhang, Xinggao Liu
2025	J	`jnl`	Controllable Mixture-of-Experts for Multivariate Soft Sensors. IEEE Trans Autom. Sci. Eng. Licheng Pan, Hao Wang, Zhichao Chen, Yuxin Huang, Yunlong Niu, Zhaoran Liu, Qunshan He, Xinggao Liu
2025	J	`jnl`	DeepFilter: An Instrumental Baseline for Accurate and Efficient Process Monitoring. CoRR Hao Wang, Zhichao Chen, Licheng Pan, Xiaoyu Jiang, Yichen Song, Qunshan He, Xinggao Liu
2025	J	`jnl`	Distributed Multiagent Reinforcement Learning Approach for Multiserver Multiuser Task Offloading. IEEE Internet Things J. He Zhang, Zijian Tian, Lanting Zeng, Limin Lu, Simengxu Qiao, Shifan Chen, Xinggao Liu
2025	J	`jnl`	Entire Space Counterfactual Learning for Reliable Content Recommendations. IEEE Trans. Inf. Forensics Secur. Hao Wang, Zhichao Chen, Zhaoran Liu, Haozhe Li, Degui Yang, Xinggao Liu, Haoxuan Li
2025	A*	`conf`	FreDF: Learning to Forecast in the Frequency Domain. ICLR Hao Wang, Lichen Pan, Yuan Shen, Zhichao Chen, Degui Yang, Yifei Yang, Sen Zhang, Xinggao Liu, Haoxuan Li, Dacheng Tao
2025	J	`jnl`	From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization. CoRR Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu
2025	J	`jnl`	Gate-based GWNet for process quality filter and multioutput prediction. Expert Syst. Appl. Shifan Chen, Qunshan He, Peiyan Tu, Simengxu Qiao, He Zhang, Xinggao Liu
2025	J	`jnl`	LSPT-D: Local Similarity Preserved Transport for Direct Industrial Data Imputation. IEEE Trans Autom. Sci. Eng. Hao Wang, Xinggao Liu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Zhichao Chen
2025	J	`jnl`	MSPatch: A multi-scale patch mixing framework for multivariate time series forecasting. Expert Syst. Appl. Yizhi Cao, Zijian Tian, Wenjie Guo, Xinggao Liu
2025	J	`jnl`	Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification. IEEE Trans. Cogn. Commun. Netw. Yilin Liao, Haozhe Li, Zijian Tian, Zhaoran Liu, Wenhai Wang, Xinggao Liu
2025	J	`jnl`	Reducing overestimation with attentional multi-agent twin delayed deep deterministic policy gradient. Eng. Appl. Artif. Intell. Yizhi Cao, Zijian Tian, Zhaoran Liu, Naizheng Jia, Xinggao Liu
2025	J	`jnl`	SWAformer: A novel shifted window attention Transformer model for accurate power distribution prediction. Expert Syst. Appl. Yizhi Cao, Yilin Liao, Zhaoran Liu, Xiang Ma, Xinggao Liu
2025	J	`jnl`	TMoE-P: Toward the Pareto Optimum for Multivariate Soft Sensors. IEEE Trans Autom. Sci. Eng. Licheng Pan, Hao Wang, Zhichao Chen, Yuxin Huang, Zhaoran Liu, Qunshan He, Xinggao Liu
2025	J	`jnl`	Unified Pest Prevention and Control System Based on AIoT for Sustainable Agriculture. IEEE Internet Things J. Changdi Li, Guangye Li, Yanfeng Wu, Yichen Song, Qunshan He, Zijian Tian, Hu Xu, Xinggao Liu
2025	J	`jnl`	Waveformer: A high-precision time-frequency domain model for long-term prediction of electrical power consumption. Neurocomputing Yizhi Cao, Yi Xie, Xianze Zheng, Zijian Tian, Xinggao Liu
2024	J	`jnl`	An Accurate and Interpretable Framework for Trustworthy Process Monitoring. IEEE Trans. Artif. Intell. Hao Wang, Zhiyu Wang, Yunlong Niu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Xinggao Liu
2024	J	`jnl`	Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation. IEEE Trans. Inf. Forensics Secur. Haozhe Li, Yilin Liao, Zijian Tian, Zhaoran Liu, Jiaqi Liu, Xinggao Liu
2024	J	`jnl`	Causality Enhanced Global-Local Graph Neural Network for Bioprocess Factor Forecasting. IEEE Trans. Ind. Informatics Ziyue Sun, Yinlong Li, Qunshan He, Hu Xu, Wenhai Wang, Xinggao Liu
2024	J	`jnl`	Clustering by detecting skeletal structure and identifying density fluctuation. Appl. Soft Comput. Wenjie Guo, Wei Chen, Xinggao Liu
2024	C	`conf`	Composite Output Feedback Control of Underactuated Overhead Crane Subject to Constraints and Parameter Uncertainties. IECON Shengzeng Zhang, Xinggao Liu, Michael V. Basin, Haiyue Zhu, Xiaoxiao Mi, Xiongxiong He
2024	J	`jnl`	DTIN: Dual Transformer-based Imputation Nets for multivariate time series emitter missing data. Knowl. Based Syst. Ziyue Sun, Haozhe Li, Wenhai Wang, Jiaqi Liu, Xinggao Liu
2024	J	`jnl`	Denoising Diffusion Straightforward Models for Energy Conversion Monitoring Data Imputation. IEEE Trans. Ind. Informatics Hu Xu, Zhaoran Liu, Hao Wang, Changdi Li, Yunlong Niu, Wenhai Wang, Xinggao Liu
2024	J	`jnl`	Density peak clustering by local centers and improved connectivity kernel. Inf. Sci. Wenjie Guo, Wei Chen, Xinggao Liu
2024	A*	`conf`	Divergence-Guided Simultaneous Speech Translation. AAAI Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang
2024	J	`jnl`	Fast Forest Fire Detection and Segmentation Application for UAV-Assisted Mobile Edge Computing System. IEEE Internet Things J. Changdi Li, Guangye Li, Yichen Song, Qunshan He, Zijian Tian, Hu Xu, Xinggao Liu
2024	J	`jnl`	Fast Fourier Transform With Multihead Attention for Specific Emitter Identification. IEEE Trans. Instrum. Meas. Yilin Liao, Haozhe Li, Yizhi Cao, Zhaoran Liu, Wenhai Wang, Xinggao Liu
2024	J	`jnl`	FreDF: Learning to Forecast in Frequency Domain. CoRR Hao Wang, Licheng Pan, Zhichao Chen, Degui Yang, Sen Zhang, Yifei Yang, Xinggao Liu, Haoxuan Li, Dacheng Tao
2024	J	`jnl`	Gaussian dynamic recurrent unit for emitter classification. Expert Syst. Appl. Yilin Liao, Rixin Su, Wenhai Wang, Haozhe Li, Hao Wang, Zhaoran Liu, Xinggao Liu
2024	J	`jnl`	HMT: Hybrid mechanistic Transformer for bio-fabrication prediction under complex environmental conditions. Expert Syst. Appl. Yichen Song, Hu Xu, Changdi Li, Qunshan He, Zijian Tian, Xinggao Liu
2024	J	`jnl`	Hidformer: Hierarchical dual-tower transformer using multi-scale mergence for long-term time series forecasting. Expert Syst. Appl. Zhaoran Liu, Yizhi Cao, Hu Xu, Yuxin Huang, Qunshan He, Xinjie Chen, Xiaoyu Tang, Xinggao Liu
2024	J	`jnl`	Integrating regular expressions into neural networks for relation extraction. Expert Syst. Appl. Zhaoran Liu, Xinjie Chen, Hao Wang, Xinggao Liu
2024	—	`conf`	LCCH: A low computational complexity hybrid model based on the half-router attention for biopharmaceutical indicators prediction. BIBM Yichen Song, Chenxi Xia, Simengxu Qiao, Changdi Li, Qunshan He, Xinggao Liu
2024	J	`jnl`	On-line data-driven control for uncertain systems based on greedy algorithm. J. Frankl. Inst. Jiahui Shen, Xinggao Liu
2024	J	`jnl`	Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation. CoRR Hao Wang, Zhichao Chen, Yuan Shen, Jiajun Fan, Zhaoran Liu, Degui Yang, Xinggao Liu, Haoxuan Li
2024	J	`jnl`	SPOT-I: Similarity Preserved Optimal Transport for Industrial IoT Data Imputation. IEEE Trans. Ind. Informatics Hao Wang, Zhichao Chen, Zhaoran Liu, Licheng Pan, Hu Xu, Yilin Liao, Haozhe Li, Xinggao Liu
2024	J	`jnl`	Semi-supervised contrastive regression for pharmaceutical processes. Expert Syst. Appl. Yinlong Li, Yilin Liao, Ziyue Sun, Xinggao Liu
2024	J	`jnl`	Zonotopic estimation for asynchronous switched system with application to missile flight system. J. Frankl. Inst. Xiang Ma, Haozhe Li, Xinggao Liu
2023	J	`jnl`	A Novel Time-Domain Graph Tensor Attention Network for Specific Emitter Identification. IEEE Trans. Instrum. Meas. Haozhe Li, Yilin Liao, Wenhai Wang, Junpeng Hui, Jiaqi Liu, Xinggao Liu
2023	J	`jnl`	A novel mesh discretization strategy for numerical solution of optimal control problems in aerospace engineering. J. Frankl. Inst. Lu Lv, Long Xiao, Ruping Zou, Wenhai Wang, Shichao Chen, Junpeng Hui, Jiaqi Liu, Xinggao Liu
2023	J	`jnl`	A novel pipelined end-to-end relation extraction framework with entity mentions and contextual semantic representation. Expert Syst. Appl. Zhaoran Liu, Haozhe Li, Hao Wang, Yilin Liao, Xinggao Liu, Gaojie Wu
2023	J	`jnl`	A novel radar operating mode identification approach based on variational relevance vector machine with chaotic gravitational search optimization. Trans. Inst. Meas. Control Xinjie Chen, Wenhai Wang, Ruping Zou, Zeyin Zhang, Shichao Chen, Jun Wang, Xinggao Liu
2023	J	`jnl`	Adaptive control arc length-based time grid refinement control parameterisation method for unmanned hypersonic vehicle reentry trajectory optimisation. Int. J. Control Hang Li, Ping Liu, Xinggao Liu, Hailong Huang
2023	J	`jnl`	AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring. CoRR Hao Wang, Zhiyu Wang, Yunlong Niu, Zhaoran Liu, Haozhe Li, Yilin Liao, Yuxin Huang, Xinggao Liu
2023	J	`jnl`	Modeling Task Relationships in Multi-variate Soft Sensor with Balanced Mixture-of-Experts. CoRR Yuxin Huang, Hao Wang, Zhaoran Liu, Licheng Pan, Haozhe Li, Xinggao Liu
2023	J	`jnl`	Modeling Task Relationships in Multivariate Soft Sensor With Balanced Mixture-of-Experts. IEEE Trans. Ind. Informatics Yuxin Huang, Eric Hao Wang, Zhaoran Liu, Licheng Pan, Haozhe Li, Xinggao Liu
2023	J	`jnl`	TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors. CoRR Licheng Pan, Hao Wang, Zhichao Chen, Yuxing Huang, Xinggao Liu
2022	J	`jnl`	A Novel Aggregated Multipath Extreme Gradient Boosting Approach for Radar Emitter Classification. IEEE Trans. Ind. Electron. Shiqiang Zhao, Wenhai Wang, Deguo Zeng, Xinwei Chen, Zeyin Zhang, Fuyuan Xu, Xuanyu Mao, Xinggao Liu
2022	J	`jnl`	A novel locality-sensitive hashing relational graph matching network for semantic textual similarity measurement. Expert Syst. Appl. Haozhe Li, Wenhai Wang, Zhaoran Liu, Yunlong Niu, Hao Wang, Shunping Zhao, Yilin Liao, Weigeng Yang, Xinggao Liu
2022	J	`jnl`	Density Peak Clustering with connectivity estimation. Knowl. Based Syst. Wenjie Guo, Wenhai Wang, Shunping Zhao, Yunlong Niu, Zeyin Zhang, Xinggao Liu
2022	J	`jnl`	Dynamic multi-swarm differential learning harris hawks optimizer and its application to optimal dispatch problem of cascade hydropower stations. Knowl. Based Syst. Junfeng Liu, Xinggao Liu, Yun Wu, Zhe Yang, Jian Xu
2022	J	`jnl`	Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications. CoRR Hao Wang, Zhichao Chen, Jiajun Fan, Yuxin Huang, Weiming Liu, Xinggao Liu
2021	J	`jnl`	A novel adaptive generic model control strategy for internal thermally coupled air separation columns with multivariable recursive estimation. Comput. Chem. Eng. Ja'afar Sulaiman Zangina, Wenhai Wang, Weizhong Qin, Weihua Gui, Youxian Sun, Shenghu Xu, Chunhua Yang, Daoxiong Xie, Yalin Wang, Xinggao Liu
2021	J	`jnl`	A novel non-uniform optimal control approach for hypersonic cruise vehicle with waypoint and no-fly zone constraints. Int. J. Syst. Sci. Lu Lv, Xinggao Liu, Long Xiao, Weihua Ma, Zhenqiang Qi, Song Ye, Guoqiang Xu, Zongzhun Zheng, Sen Wang, Zeyin Zhang
2021	J	`jnl`	An empirical evaluation of attention-based multi-head models for improved turbofan engine remaining useful life prediction. CoRR Abiodun Ayodeji, Wenhai Wang, Jianzhong Su, Jianquan Yuan, Xinggao Liu
2021	J	`jnl`	Analytical sensitivity computation using collocation method with non-uniform mesh discretisation for numerical solutions of optimal control problems. Int. J. Control Xinggao Liu, Long Xiao, Lu Lv, Ping Liu, Guoqiang Xu, Zongzhun Zheng, Sen Wang
2021	J	`jnl`	Analyze and Design Network Architectures by Recursion Formulas. CoRR Yilin Liao, Hao Wang, Zhaoran Liu, Haozhe Li, Xinggao Liu
2020	J	`jnl`	A novel intrusion detection system based on an optimal hybrid kernel extreme learning machine. Knowl. Based Syst. Lu Lv, Wenhai Wang, Zeyin Zhang, Xinggao Liu
2020	A*	`conf`	The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification. NeurIPS Yihao Lv, Youzhi Gu, Xinggao Liu
2019	—	`conf`	A PSO-LP Cooperative Algorithm for Mixed Integer Nonlinear Programming. ASCC Ye Yang, Jinhou Han, Chen Chen, Jiarong Xu, Zuwei Liao, Xinggao Liu, Jinshui Chen, Jiangang Lu
2019	J	`jnl`	A novel modeling approach and its application in polymer quality index prediction. Trans. Inst. Meas. Control Miao Zhang, Xinggao Liu, Zeyin Zhang, Guangbi Gong, Guoqing Zhang, Changjun Zhang, Xu Chen, Hongxing Zhang
2019	J	`jnl`	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. Xinggao Liu, Youzhi Gu, Shuting He, Zhipeng Xu, Zeyin Zhang
2019	J	`jnl`	Control variable parameterisation with penalty approach for hypersonic vehicle reentry optimisation. Int. J. Control Ping Liu, Xinggao Liu, Ping Wang, Guodong Li, Long Xiao, Jie Yan, Zhang Ren
2019	—	`conf`	Parameter Self-Tuning of SISO Compact-Form Model-Free Adaptive Controller based on Neural Network with System Error Set as Input. ASCC Chen Chen, Xueyuan Li, Ye Yang, Jiarong Xu, Zuwei Liao, Xinggao Liu, Jinshui Chen, Jiangang Lu
2019	J	`jnl`	Ship detection based on squeeze excitation skip-connection path networks for optical remote sensing images. Neurocomputing Guoquan Huang, Zining Wan, Xinggao Liu, Junpeng Hui, Ze Wang, Zeyin Zhang
2018	J	`jnl`	A novel effective diagnosis model based on optimized least squares support machine for gene microarray. Appl. Soft Comput. Xinteng Gao, Xinggao Liu
2018	J	`jnl`	An effective pseudospectral method for constraint dynamic optimisation problems with characteristic times. Int. J. Control Long Xiao, Xinggao Liu, Liang Ma, Zeyin Zhang
2017	J	`jnl`	A novel APSO-aided weighted LSSVM method for nonlinear hammerstein system identification. J. Frankl. Inst. Liang Ma, Xinggao Liu
2017	J	`jnl`	A novel fault diagnosis method based on optimal relevance vector machine. Neurocomputing Shiming He, Long Xiao, Yalin Wang, Xinggao Liu, Chunhua Yang, Jiangang Lu, Weihua Gui, Youxian Sun
2017	J	`jnl`	Empirical mode decomposition-based time grid refinement optimization approach for optimal control problems. Optim. Lett. Ping Liu, Xinggao Liu
2016	J	`jnl`	A sparse probabilistic approach with chaotic artificial bee colony optimization for sea clutter soft computing. Appl. Soft Comput. Yuanmeng Sun, Xinggao Liu, Zeyin Zhang, Zhicheng Wang, Yusheng Yu, Tianjian Zhang, Yu Zhu, Zhengji Song
2015	J	`jnl`	Comments on "Optimal Use of Mixed Catalysts for Two Successive Chemical Reactions". J. Optim. Theory Appl. Guodong Li, Xinggao Liu
2015	J	`jnl`	Optimal online soft sensor for product quality monitoring in propylene polymerization process. Neurocomputing Zhong Cheng, Xinggao Liu
2014	J	`jnl`	A Novel Penalty Approach for Nonlinear Dynamic Optimization Problems With Inequality Path Constraints. IEEE Trans. Autom. Control. Xinggao Liu, Yunqing Hu, Jianghua Feng, Kean Liu
2014	J	`jnl`	Characterization of chaotic multiscale features on the time series of melt index in industrial propylene polymerization system. J. Frankl. Inst. Ting Wang, Xinggao Liu, Zeyin Zhang
2014	J	`jnl`	Melt index prediction by aggregated RBF neural networks trained with chaotic theory. Neurocomputing Zeyin Zhang, Ting Wang, Xinggao Liu
2014	J	`jnl`	Melt index prediction by fuzzy functions with dynamic fuzzy neural networks. Neurocomputing Senqi Xu, Xinggao Liu
2013	J	`jnl`	Melt index prediction using optimized least squares support vector machines based on hybrid particle swarm optimization algorithm. Neurocomputing Huaqin Jiang, Zhengbing Yan, Xinggao Liu
2011	J	`jnl`	Hierarchical gradient based iterative parameter estimation algorithm for multivariable output error moving average systems. Comput. Math. Appl. Zhening Zhang, Feng Ding, Xinggao Liu
2011	J	`jnl`	Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm. Neurocomputing Jiubao Li, Xinggao Liu
2010	J	`jnl`	Hierarchical least-squares based iterative identification for multivariable systems with moving average noises. Math. Comput. Model. Heqiang Han, Li Xie, Feng Ding, Xinggao Liu
2010	J	`jnl`	Least squares based iterative identification for a class of multirate systems. Autom. Xinggao Liu, Jing Lu
2009	C	`conf`	Least-squares based iterative parameter estimation for two-input multirate sampled-data systems. ACC Jing Lu, Xinggao Liu, Feng Ding
2006	C	`conf`	Melt Index Predict by Radial Basis Function Network Based on Principal Component Analysis. IDEAL Xinggao Liu, Zhengbing Yan
2006	J	`jnl`	Melt index prediction by neural networks based on independent component analysis and multi-scale analysis. Neurocomputing Jian Shi, Xinggao Liu, Youxian Sun
2006	—	`conf`	Product Quality Prediction with Support Vector Machines. ISNN (2) Xinggao Liu
2006	J	`jnl`	Product quality prediction by a neural soft-sensor based on MSA and PCA. Int. J. Autom. Comput. Jian Shi, Xinggao Liu
2002	C	`conf`	Optimal energy cost in ideal internal thermally coupled distillation columns. ACC Xinggao Liu, Yongmao Xu, Jie Zhang, Jixin Qian