Jiaqi Ye

According to our database, Jiaqi Ye authored at least 25 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Noise-robust and sector-aware representation learning for natural gas demand forecasting.

Xinxing Zhou, Jiaqi Ye, Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan

Expert Syst. Appl., 2026

A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis.

Qibin Wang, Dinglong Zheng, Chenyi Lin, Jiacheng Wei, Yi Wang, Jiaqi Ye

Adv. Eng. Informatics, 2026

2025

Robotic Disassembly Skill Acquisition Based on Reinforcement Learning With External Knowledge Injection.

Yue Zang, Xiazhen Xu, Mo Qu, Roger Dixon, Jiaqi Ye, Amir M. Hajiyavand, Farzaneh Goli, Yongquan Zhang, Yongjing Wang

IEEE Trans. Ind. Informatics, June, 2025

Maize-Field Extraction From Time-Series SAR Imagery Using Deep-Shallow Learning.

Jiaqi Ye, Peng Dou, Yi He, Chunlin Huang, Lifeng Zhang, Ying Zhang, Jinliang Hou, Mingwang Zhang, Haobo Yao, Liang Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Tribe Graph Enhanced Bidirectional Mamba for Multivariate Time Series Forecasting.

Yingqi Zhao, Haiwei Zhang, Jiaqi Ye, Shubao Zhao, Chengyi Yang, Zengxiang Li

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

HCLTS: Mining Customers' Consumption Patterns in Natural Gas Time Series with Hierarchical Contrastive Learning.

Yuhang Niu, Jiaqi Ye, Shubao Zhao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

LagTS: Toward Adaptive Lag Relationship Modeling for Multivariate Time Series Forecasting.

Ciyi Liu, Jiaqi Ye, Zhenpeng Yu, Shubao Zhao, Zhaoxiang Hou, Chengyi Yang, Yanlong Wen, Xiaojie Yuan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Visual User Interaction Design of Muscle Fatigue Management Based on High Density Surface Electromyography (HD-SEMG).

Jiaqi Ye, Yuke Wu, Yueqing Huang, Xinman Wang, Yalan Luo, Xiangyu Liu

Proceedings of the Human-Computer Interaction, 2025

Design of a Visual User Interaction Interface for Muscle Training Monitoring Utilizing High-Density Electromyography (HD-sEMG).

Jiaqi Ye, Yueqing Huang, Xinman Wang, Yalan Luo, Xiangyu Liu

Proceedings of the Human-Computer Interaction, 2025

2024

EffiCANet: Efficient Time Series Forecasting with Convolutional Attention.

Xinxing Zhou, Jiaqi Ye, Shubao Zhao, Ming Jin, Chengyi Yang, Yanlong Wen, Xiaojie Yuan

CoRR, 2024

Towards Universal Large-Scale Foundational Model for Natural Gas Demand Forecasting.

Xinxing Zhou, Jiaqi Ye, Shubao Zhao, Ming Jin, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan

CoRR, 2024

2023

Deep Learning and Laser-Based 3-D Pixel-Level Rail Surface Defect Detection Method.

Jiaqi Ye, Edward Stewart, Qianyu Chen, Clive Roberts, Amir M. Hajiyavand, Yaguo Lei

IEEE Trans. Instrum. Meas., 2023

Action Pick-up in Dynamic Action Space Reinforcement Learning.

Jiaqi Ye, Xiaodong Li, Pangjing Wu, Feng Wang

CoRR, 2023

2022

Next-Generation railway inspection approaches based on a combination of multiple sensing technologies.

Jiaqi Ye

PhD thesis, 2022

A Multi-Agent Deep Reinforcement Learning Framework for VWAP Strategy Optimization.

Jiaqi Ye, Xiaodong Li, Yingying Wang

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Integration of Multiple Sensors for Noncontact Rail Profile Measurement and Inspection.

Jiaqi Ye, Edward Stewart, Dingcheng Zhang, Qianyu Chen, Karthik Thangaraj, Clive Roberts

IEEE Trans. Instrum. Meas., 2021

Improved Fault Diagnosis of Railway Switch System Using Energy-Based Thresholding Wavelets (EBTW) and Neural Networks.

Qianyu Chen, Gemma L. Nicholson, Clive Roberts, Jiaqi Ye, Yihong Zhao

IEEE Trans. Instrum. Meas., 2021

2020

Roller Bearing Degradation Assessment Based on a Deep MLP Convolution Neural Network Considering Outlier Regions.

Dingcheng Zhang, Edward Stewart, Jiaqi Ye, Mani Entezami, Clive Roberts

IEEE Trans. Instrum. Meas., 2020

Estimating Residual Life Distributions of Complex Operational Systems Using a Remaining Maintenance Free Operating Period (RMFOP)-Based Methodology.

Qianyu Chen, Gemma L. Nicholson, Jiaqi Ye, Yihong Zhao, Clive Roberts

Sensors, 2020

Method for automatic railway track surface defect classification and evaluation using a laser-based 3D model.

Jiaqi Ye, Edward Stewart, Dingcheng Zhang, Qianyu Chen, Clive Roberts

IET Image Process., 2020

2018

Attention-Based Recurrent Temporal Restricted Boltzmann Machine for Radar High Resolution Range Profile Sequence Recognition.

Yifan Zhang, Xunzhang Gao, Xuan Peng, Jiaqi Ye, Xiang Li

Sensors, 2018

2016

Using Spearman's correlation coefficients for exploratory data analysis on big dataset.

Chengwei Xiao, Jiaqi Ye, Rui Máximo Esteves, Chunming Rong

Concurr. Comput. Pract. Exp., 2016

2015

Time Series Similarity Evaluation Based on Spearman's Correlation Coefficients and Distance Measures.

Jiaqi Ye, Chengwei Xiao, Rui Máximo Esteves, Chunming Rong

Proceedings of the Cloud Computing and Big Data, 2015

2014

Real Time Early-stage Influenza Detection with Emotion Factors from Sina Microblog.

Xiao Sun, Jiaqi Ye, Fuji Ren

Proceedings of the Fifth Workshop on South and Southeast Asian Natural Language Processing, 2014

2012

A MMSM-based Hybrid Method for Chinese MicroBlog Word Segmentation.

Xiao Sun, Chengcheng Li, Chenyi Tang, Jiaqi Ye

Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2012