Shulin Liu

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 86

Top Topics

Classification Method

Anomaly Detection

Top Venues

J. Intell. Fuzzy Syst.

Appl. Soft Comput.

IEEE Trans. Instrum. Meas.

Publications

Hongli Zhang, Guangyu Wu, Dongfang Zhao, Yesheng Chen, Dou Wei, Shulin Liu, Lunchang Jiang
Domain graph attention neural network: A new mechanical fault diagnosis method with few samples. J. Intell. Fuzzy Syst. 46 (4) (2024)
Zhiquan He, Wu Ran, Shulin Liu, Kehua Li, Jiawen Lu, Chang-Yong Xie, Yong Liu, Hong Lu
Low-Light Image Enhancement With Multi-Scale Attention and Frequency-Domain Optimization. IEEE Trans. Circuits Syst. Video Technol. 34 (4) (2024)
Wangweiyi Shan, Dong Li, Shulin Liu, Mengmeng Song, Shungen Xiao, Hongli Zhang
A random feature mapping method based on the AdaBoost algorithm and results fusion for enhancing classification performance. Expert Syst. Appl. 256 (2024)
Dongfang Zhao, Shulin Liu, Zhonghua Miao, Hongli Zhang, Dou Wei
Subdomain adaptation joint attention network enabled two-stage strategy towards few-shot fault diagnosis of LRE turbopump. Adv. Eng. Informatics 60 (2024)
Shulin Liu, Kexin Guo, Xiang Yu, Lina Ma, Lihua Xie, Lei Guo
Safe Maneuvering Planning for Flights in Complex Environments. IEEE Trans. Ind. Electron. 71 (5) (2024)
Ming Gu, Dong Li, Jia Liu, Wangweiyi Shan, Shulin Liu
A negative selection algorithm with hypercube interface detectors for anomaly detection. Appl. Soft Comput. 154 (2024)
Tian Zhang, Dongfang Zhao, Yesheng Chen, Hongli Zhang, Shulin Liu
DeepSORT with siamese convolution autoencoder embedded for honey peach young fruit multiple object tracking. Comput. Electron. Agric. 217 (2024)
Jia Liu, Dong Li, Wangweiyi Shan, Shulin Liu
A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance. Appl. Soft Comput. 150 (2024)
Haonan Cheng, Shulin Liu, Zhicheng Lian, Long Ye, Qin Zhang
MusicECAN: An Automatic Denoising Network for Music Recordings With Efficient Channel Attention. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yunqi Li, Shulin Liu, Haonan Cheng, Long Ye
Binauralmusic: A Diverse Dataset for Improving Cross-Modal Binaural Audio Generation. ICASSP (2024)
Shulin Liu, Chengcheng Xu, Hao Liu, Tinghao Yu, Tao Yang
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching. CoRR (2024)
Lu Wang, Shulin Liu, Haihua Xiao
Vaccine Enhanced Continual Learning With TFE to Overcome Catastrophic Forgetting for Variable Speed-Bearing Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (5) (2024)
Dongfang Zhao, Shulin Liu, Hongyi Du, Lu Wang, Zhonghua Miao
Deep branch attention network and extreme multi-scale entropy based single vibration signal-driven variable speed fault diagnosis scheme for rolling bearing. Adv. Eng. Informatics 55 (2023)
Xianghong Chen, Yunyun Zhang, Bo Xie, Ting Zhou, Shulin Liu, Ligui Xiong
Characterization of core researches on Iterative Learning of Robot: a bibliometric analysis. CRC (2023)
Yuan Wei, Zhijun Xiao, Shulin Liu, Kai-Uwe Schröder, Hongchong Peng, Ababacar Michel Sarr, Xiaohui Gu
A Novel Data Augmentation and Composite Multiscale Network for Mechanical Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun
A conflict evidence fusion method based on the composite discount factor and the game theory. Inf. Fusion 94 (2023)
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun
A transfer learning strategy based on numerical simulation driving 1D Cycle-GAN for bearing fault diagnosis. Inf. Sci. 642 (2023)
Yuan Wei, Xuhe Ran, Bin Xiong, Shulin Liu
Influence of brush seal hysteresis effect on the nonlinear characteristics of rotor system. Commun. Nonlinear Sci. Numer. Simul. 121 (2023)
Dongfang Zhao, Yesheng Chen, Shulin Liu, Jiayi Shen, Zhonghua Miao
Parallel symbolic aggregate approximation and its application in intelligent fault diagnosis. J. Intell. Fuzzy Syst. 44 (4) (2023)
Xin Tang, Haibing Lu, Wei Huang, Shulin Liu
Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market. Electron. Commer. Res. 23 (2) (2023)
Ming Gu, Dong Li, Lanlan Gong, Jia Liu, Shulin Liu
A novel negative selection algorithm with hyper-rectangle detectors based on full coverage of state space for anomaly detection. J. Intell. Fuzzy Syst. 45 (1) (2023)
Daibing Wang, Shulin Liu
Advertising strategy and channel structure selection on an online retail platform. Ind. Manag. Data Syst. 123 (5) (2023)
Jia Liu, Dong Li, Wangweiyi Shan, Shulin Liu
Continual learning classification method with human-in-the-loop based on the artificial immune system. Eng. Appl. Artif. Intell. 126 (2023)
Daixian Zhu, Kangkang Ji, Dong Wu, Shulin Liu
A Coupled Visual and Inertial Measurement Units Method for Locating and Mapping in Coal Mine Tunnel. Sensors 22 (19) (2022)
Rui Jiang, Shulin Liu
An integrated methodology for utilization efficiency evaluation of college stadiums based on fuzzy number intuitionistic fuzzy multiple attribute group decision-making. J. Intell. Fuzzy Syst. 43 (6) (2022)
Xiaoyang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun, Yuan Wei
An ensemble and shared selective adversarial network for partial domain fault diagnosis of machinery. Eng. Appl. Artif. Intell. 113 (2022)
Shulin Liu, Shengkang Song, Tianchi Yue, Tao Yang, Huihui Cai, Tinghao Yu, Shengli Sun
CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction. ACL (Findings) (2022)
Xiaojian Yi, Huiyang Yu, Pengxiang Wang, Shulin Liu, Lifeng Ma
Encoding-decoding-based secure filtering for neural networks under mixed attacks. Neurocomputing 508 (2022)
Dong Li, Lanlan Gong, Shulin Liu, Xin Sun, Ming Gu, Kun Qian
Continual learning classification method with single-label memory cells based on the intelligent mechanism of the biological immune system. J. Intell. Fuzzy Syst. 42 (4) (2022)
Dongfang Zhao, Shulin Liu, Tian Zhang, Hongli Zhang, Zhonghua Miao
Subdomain adaptation capsule network for unsupervised mechanical fault diagnosis. Inf. Sci. 611 (2022)
Daixian Zhu, Yinan Ma, Mingbo Wang, Jing Yang, Yichen Yin, Shulin Liu
LSO-FastSLAM: A New Algorithm to Improve the Accuracy of Localization and Mapping for Rescue Robots. Sensors 22 (3) (2022)
Dong Li, Shulin Liu, Furong Gao, Xin Sun
Continual learning classification method and its application to equipment fault diagnosis. Appl. Intell. 52 (1) (2022)
Shulin Liu, Rui Jiang
Research on service quality evaluation of sports clubs with Pythagorean fuzzy information. J. Intell. Fuzzy Syst. 43 (1) (2022)
Tianchi Yue, Shulin Liu, Huihui Cai, Tao Yang, Shengkang Song, Tinghao Yu
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation. ACL (Findings) (2022)
Dongfang Zhao, Shulin Liu, Zhonghua Miao, Hongli Zhang, Yuan Wei, Shungen Xiao
A Novel Feature Extraction Approach for Mechanical Fault Diagnosis Based on ESAX and BoW Model. IEEE Trans. Instrum. Meas. 71 (2022)
Dong Li, Ming Gu, Shulin Liu, Xin Sun, Lanlan Gong, Kun Qian
-nearest neighbor rule for time-varying data space based on the artificial immune system. Knowl. Based Syst. 240 (2022)
Xin Sun, Haotian Wang, Shulin Liu, Dong Li, Haihua Xiao
Self-updating continual learning classification method based on artificial immune system. Appl. Intell. 52 (11) (2022)
Hongli Zhang, Lunchang Jiang, Wenhui Jiao, Shulin Liu, Haihua Xiao
Small-sample continual learning classification method with vaccine to update memory cells based on the artificial immune system. Biosyst. 220 (2022)
Vivian Hanzhuo Ma, Shulin Liu, Gary Klein, Wei (Wayne) Huang, James J. Jiang
Social interdependencies as facilitators of cooperative learning in new product development: The moderating effect of technological novelty. Expert Syst. Appl. 195 (2022)
Kun Feng, Tao Wang, Shulin Liu, Wenping Kang, Xiang Chen, Zichen Guo, Ying Zhi
Monitoring Desertification Using Machine-Learning Techniques with Multiple Indicators Derived from MODIS Images in Mu Us Sandy Land, China. Remote. Sens. 14 (11) (2022)
Futing Wang, Ting Yang, Zifa Wang, Jie Cao, Benli Liu, Jianbao Liu, Shengqian Chen, Shulin Liu, Binghao Jia
A Comparison of the Different Stages of Dust Events over Beijing in March 2021: The Effects of the Vertical Structure on Near-Surface Particle Concentration. Remote. Sens. 13 (18) (2021)
Zichen Guo, Tao Wang, Shulin Liu, Wenping Kang, Xiang Chen, Kun Feng, Ying Zhi
Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Shulin Liu, Guangxu Zhou, Mengmei Zhu
Unscented Kalman Filtering Approach for Online Estimation of State-of-Charge of Lithium-Ion Battery. EITCE (2021)
Shulin Liu
Research on the teaching quality evaluation of physical education with intuitionistic fuzzy TOPSIS method. J. Intell. Fuzzy Syst. 40 (5) (2021)
Daixian Zhu, Mingbo Wang, Mengyao Su, Shulin Liu, Ping Guo
SLAM of Mobile Robot for Wireless Communication Based on Improved Particle Filter. Wirel. Commun. Mob. Comput. 2021 (2021)
Dong Li, Xin Sun, Furong Gao, Shulin Liu
An improved real-valued negative selection algorithm based on the constant detector for anomaly detection. J. Intell. Fuzzy Syst. 40 (5) (2021)
Dong Li, Shulin Liu, Furong Gao, Xin Sun
Continual learning classification method with constant-sized memory cells based on the artificial immune system. Knowl. Based Syst. 213 (2021)
Zichen Guo, Tao Wang, Shulin Liu, Wenping Kang, Xiang Chen, Kun Feng, Xue-qin Zhang, Ying Zhi
Biomass and vegetation coverage survey in the Mu Us sandy land - based on unmanned aerial vehicle RGB images. Int. J. Appl. Earth Obs. Geoinformation 94 (2021)
Dongfang Zhao, Hongli Zhang, Shulin Liu, Yuan Wei, Shungen Xiao
Deep Rational Attention Network With Threshold Strategy Embedded for Mechanical Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Hongli Zhang, Haihua Xiao, Shulin Liu, Wenhui Jiao, Chao Lan, Zhongyuan Ren, Yuan Wei
A Relation B-cell Network used for data identification and fault diagnosis. Appl. Soft Comput. 113 (Part) (2021)
Dong Li, Shulin Liu, Furong Gao, Xin Sun
Continual learning classification method for time-varying data space based on artificial immune system. J. Intell. Fuzzy Syst. 40 (5) (2021)
Hanchen Duan, Xian Xue, Tao Wang, Wenping Kang, Jie Liao, Shulin Liu
Spatial and Temporal Differences in Alpine Meadow, Alpine Steppe and All Vegetation of the Qinghai-Tibetan Plateau and Their Responses to Climate Change. Remote. Sens. 13 (4) (2021)
Shulin Liu, Tao Yang, Tianchi Yue, Feng Zhang, Di Wang
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction. ACL/IJCNLP (1) (2021)
Hongli Zhang, Zhongyuan Ren, Shaojie Xin, Shulin Liu, Chao Lan, Xin Sun
A scale-adaptive positive selection algorithm based on B-cell immune mechanisms for anomaly detection. Eng. Appl. Artif. Intell. 94 (2020)
Xiaodong Yu, Wen Zhang, Xiao Dong, Shulin Liu, Shaopeng Pang, Hongzhi Zang
Optimization of Wind Farm Self-Discipline Interval and Energy Storage System Configuration. IEEE Access 8 (2020)
Xiang Chen, Tao Wang, Shulin Liu, Fei Peng, Wenping Kang, Zichen Guo, Kun Feng, Jia Liu, Atsushi Tsunekawa
Spectral Response Assessment of Moss-Dominated Biological Soil Crust Coverage Under Dry and Wet Conditions. Remote. Sens. 12 (7) (2020)
Xinlei Wang, Shulin Liu, Xiaojian Yi, Huoming Wei, Qun Hu
Method for Earlier Failure of the Special Vehicle Tub Curve based on the Weibull Two-Fold Piecewise Model. Int. J. Perform. Eng. 16 (1) (2020)
Dong Li, Shulin Liu, Furong Gao, Xin Sun
Continual learning classification method with new labeled data based on the artificial immune system. Appl. Soft Comput. 94 (2020)
Shulin Liu, Ruiqi Wang, Long Ye, Qin Zhang
A Novel Audio Extraction and Restoration System for Optical Soundtrack. MIPR (2020)
Mei Wang, Yangyang Zhu, Shulin Liu, Chunfeng Song, Zheng Wang, Pai Wang, Xuebin Qin
Sentiment Analysis Based on Attention Mechanisms and Bi-Directional LSTM Fusion Model. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Shulin Liu, Yang Li, Feng Zhang, Tao Yang, Xinpeng Zhou
Event Detection without Triggers. NAACL-HLT (1) (2019)
Shulin Liu, Xia Dong, Yun Zhang
A New State of Charge Estimation Method for Lithium-Ion Battery Based on the Fractional Order Model. IEEE Access 7 (2019)
Xiang Chen, Tao Wang, Shulin Liu, Fei Peng, Atsushi Tsunekawa, Wenping Kang, Zichen Guo, Kun Feng
A New Application of Random Forest Algorithm to Estimate Coverage of Moss-Dominated Biological Soil Crusts in Semi-Arid Mu Us Sandy Land, China. Remote. Sens. 11 (11) (2019)
Yuan Wei, Zhaobo Chen, Shulin Liu
Contact Force Analysis of a Rotor-Brush Seal System With Eccentricity and Airflow. IEEE Access 7 (2019)
Jianfeng Zhong, Shuncong Zhong, Qiukun Zhang, Zhike Peng, Shulin Liu, Yingjie Yu
Vision-Based Measurement System for Instantaneous Rotational Speed Monitoring Using Linearly Varying-Density Fringe Pattern. IEEE Trans. Instrum. Meas. 67 (6) (2018)
Wenping Kang, Tao Wang, Shulin Liu
The Response of Vegetation Phenology and Productivity to Drought in Semi-Arid Regions of Northern China. Remote. Sens. 10 (5) (2018)
Shulin Liu, Yubo Chen, Kang Liu, Jun Zhao
Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms. ACL (1) (2017)
Cuncun Wu, Guilin Yang, Chin-Yin Chen, Shulin Liu, Tianjiang Zheng
Kinematic design of a novel 4-DOF parallel manipulator. ICRA (2017)
Xiao Wang, Shulin Liu, Qingqing Li
Research on control strategy of PWM rectifier technology based on DSP. ICIA (2017)
Feng Jiang, Shulin Liu
Magnetic Field Measurement Instrument Based on Asymmetric Giant Magneto-Impedance Effect. LSMS/ICSEE (2) (2017)
Dong Li, Shulin Liu, Hongli Zhang
A method of anomaly detection and fault diagnosis with online adaptive learning under small training samples. Pattern Recognit. 64 (2017)
Na Jiao, Jianjuan Guo, Shulin Liu
Hydro-Pneumatic Suspension System Hybrid Reliability Modeling Considering the Temperature Influence. IEEE Access 5 (2017)
Yubo Chen, Shulin Liu, Xiang Zhang, Kang Liu, Jun Zhao
Automatically Labeled Data Generation for Large Scale Event Extraction. ACL (1) (2017)
Yunzhao Lu, Shulin Liu
Optimal IPO mechanism with retail investors and two asymmetric institutional investors. J. Syst. Sci. Complex. 30 (2) (2017)
Jinlong Zhao, Pinwang Zhao, Shulin Liu, Yue Liu, Qiufang Wang, Na Jiao
A Fault Diganosis Method Based on Bispectrum-LPP and PNN. DSA (2017)
Shulin Liu, Yubo Chen, Kang Liu, Jun Zhao, Zhunchen Luo, Wei Luo
Improving Event Detection via Information Sharing Among Related Event Types. CCL (2017)
Qingqing Li, Shulin Liu, Huisan Xu, Xiao Wang
Research on the maximum current automatic current-sharing control based on DSP. ICIA (2017)
Yubo Chen, Shulin Liu, Shizhu He, Kang Liu, Jun Zhao
Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks. CCL (2016)
Dong Li, Shulin Liu, Hongli Zhang
A boundary-fixed negative selection algorithm with online adaptive learning under small samples for anomaly detection. Eng. Appl. Artif. Intell. 50 (2016)
Shulin Liu, Yubo Chen, Shizhu He, Kang Liu, Jun Zhao
Leveraging FrameNet to Improve Automatic Event Detection. ACL (1) (2016)
Shulin Liu, Kang Liu, Shizhu He, Jun Zhao
A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification. AAAI (2016)
Hongli Zhang, Yuyi Zhai, Shulin Liu, Dong Li, Bo Wang, Kunju Shi, Er-Pin Zhou
A Mass Optimizing Group Identification Classification Algorithm (MOGICA) used for intelligent fault diagnosis. J. Intell. Fuzzy Syst. 31 (3) (2016)
Chen Liu, Baofeng Huo, Shulin Liu, Xiande Zhao
Effect of information sharing and process coordination on logistics outsourcing. Ind. Manag. Data Syst. 115 (1) (2015)
Shulin Liu, Can Wang, Guoyuan Liang, Haoyao Chen, Xinyu Wu
Formation control strategy for a group of quadrotors. ICIA (2015)
Dong Li, Shulin Liu, Hongli Zhang
Negative selection algorithm with constant detectors for anomaly detection. Appl. Soft Comput. 36 (2015)
Dong Li, Shulin Liu, Hongli Zhang
A negative selection algorithm with online adaptive learning under small samples for anomaly detection. Neurocomputing 149 (2015)
Yang Liu, Shulin Liu, Kang Liu, Guangyou Zhou, Jun Zhao
Exploring Distinctive Features in Distant Supervision for Relation Extraction. AIRS (2013)
Fang Liu, Shizhu He, Shulin Liu, Guangyou Zhou, Kang Liu, Jun Zhao
Open Relation Mapping Based on Instances and Semantics Expansion. AIRS (2013)
Jun Li, De Liu, Shulin Liu
Optimal keyword auctions for optimal user experiences. Decis. Support Syst. 56 (2013)
Shizhu He, Shulin Liu, Yubo Chen, Guangyou Zhou, Kang Liu, Jun Zhao
CASIA@QALD-3: A Question Answering System over Linked Data. CLEF (Working Notes) (2013)
Changcai Qin, Shulin Liu
Incentive Mechanism about Carbon Emissions. CSO (2012)
Shulin Liu, Rui Ma, Rui Cong, Hui Wang, Haifeng Zhao
A new approach for embedding dimension determination based on empirical mode decomposition. Kybernetes 41 (9) (2012)
Mingxi Wang, Shulin Liu, Shouyang Wang, Kin Keung Lai
A weighted product method for bidding strategies in multi-attribute auctions. J. Syst. Sci. Complex. 23 (1) (2010)
Xiaomei Liu, Shulin Liu, Xiaojuan Zheng
Adapting the NFR Framework to Aspectual Use-Case Driven Approach. SERA (2009)
Shulin Liu, Li Yan
Research on Intrinsic Safety Behavior of Inductor-Disconnected-Discharge of Boost DC-DC Converters. IAS (2009)
Shulin Liu, Haifeng Zhao, Hui Wang, Rui Ma
Application of improved EMD algorithm for the fault diagnosis of reciprocating pump valves with spring failure. ISSPA (2007)
Kin Keung Lai, Shulin Liu, Shouyang Wang
Bid markup selection models by use of multiple criteria. IEEE Trans. Engineering Management 49 (2) (2002)
Shulin Liu, Jiazhong Zhang, Wengang Shi, Wenhu Huang
Negative-selection algorithm based approach for fault diagnosis of rotary machinery. ACC (2002)
Shulin Liu, Wengang Shi
Rough set based intelligence diagnostic system for valves in reciprocating pumps. SMC (2001)