Yiqi Liu - Publications, H-index & Citations

Yiqi Liu

South China University of Technology

31H指数

145论文数

2.6K被引数

收录论文 70

发表时间

Breaking the label dilemma in wastewater treatment: a robust semi-supervised history-aware long short-term memory to boost soft sensors 打破废水处理中的标签困境：一种鲁棒的半监督历史感知长短时记忆网络以提升软传感器

Expert Systems with Applications

IF7.5

2026-09-23

PREAI

Hongchao Cheng; Jiaxuan Zhong; Rui Zhong; Daoping Huang; Yiqi Liu

Towards Reliable Wastewater Treatment: A Novel Prognostics and Health Management Framework considering Multi-Source Uncertainty 面向可靠废水处理：一种考虑多源不确定性的新型预测与健康管理系统框架

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2026-08-27

PREAI

Hongchao Cheng; Jiaxuan Zhong; Daoping Huang; Yiqi Liu

Interpretable soft-sensing of reaction-zone temperature in zinc rotary kilns via temporal-embedding-enhanced time-aware xLSTM 锌 rotary kiln 中反应区温度的可解释软传感：基于时序嵌入增强的时间感知 xLSTM

Measurement

IF5.6

2026-08-15

PREAI

Yin, Yanhua; Yang, Yong; Yang, Fubiao; Liu, Yiqi

HAM-MSTF: A hybrid attention-based model for multi-task spatio-temporal forecasting HAM-MSTF：一种基于混合注意力机制的多任务时空预测模型

Neural Networks

IF6.3

2026-08-01

PREAI

Lu, Yu; Zhang, Xiaoning; Liang, Xiaojun; Yang, Chunhua; Gui, Weihua; Luo, Weichao; Liu, Yiqi

Learning a robust adaptive gated recurrent unit network towards wastewater quality prediction with uncertainty quantification 学习一种具有不确定性量化的鲁棒自适应门控循环单元网络，用于废水质量预测

Journal of Water Process Engineering

IF6.7

2026-07-01

PREAI

Cheng, Hongchao; Zhong, Jiaxuan; Chen, Dongmei; Huang, Daoping; Liu, Yiqi

Fatigue performance and optimization of inclined bracing joints in steel box girders 钢箱梁斜支撑节点的疲劳性能与优化

Journal of Constructional Steel Research

IF4.3

2026-07-01

PREAI

Shi, Yi; Jiang, Lei; Wang, Bin; Liu, Yongjian; Cui, Lei; Yuan, Min; Li, Jiabo; Li, Xuejian

Shapley-Based Multi-Objective Distributional Control of Cascaded Refining Systems With Deep Temporal Modeling 基于Shapley的多目标分布式控制方法在级联炼油系统中的应用，结合了深度时间建模技术。

IEEE Transactions on Automation Science and Engineering

IF6.4

2026-03-10

PREAI

Mingjie Zheng; Yiqi Liu

Development and efficiency assessment of oxidized starch/polyvinyl alcohol/agarose ternary blend-based absorbent pads with endogenous antibacterial functionality for chicken preservation 基于氧化淀粉/聚乙烯醇/琼脂糖三元共混物的具有内源抗菌功能的吸水垫的开发与效率评估，用于鸡肉保鲜

International Journal of Biological Macromolecules

IF8.5

2026-02-18

PREAI

Yi-Qi Liu; Qiao-Wei Song; Shui-Dong Zhang; Chang-Ying Hu

LightFreq: Adaptive frequency learning for efficient and multi-domain time series forecasting LightFreq: 适用于高效和多领域时间序列预测的自适应频率学习

Knowledge-Based Systems

IF7.6

2026-02-13

PREAI

Wei Wu; Xuening Li; Xiaojun Liang; Chunhua Yang; Weihua Gui; Yiqi Liu; Nan Zhou

Tackling data scarcity in wastewater treatment resulting from time-delay: A semi-supervised collaborative MTN-MRR framework with batch consistency confidence 解决由时间延迟导致的城市污水处理厂数据稀疏问题：一种基于批处理一致性置信度的半监督协同MTN-MRR框架

Water Research

IF12.4

2025-12-22

PREAI

Jing Wu; Jinwei Zhou; Lili Tang; Mian Lin; Yan Chen; Abid Aman; Yiqi Liu

A meta-interactive neural network for solving time-varying quadratic programming problems 一种用于求解时变二次规划问题的元交互神经网络

Nature Communications

IF15.7

2025-11-21

OAAI

Zhijun Zhang; Xiangliang Sun; Yiqi Liu; Yamei Luo

A switching-parameter recurrent neural network for solving time-varying QP problem 一种用于求解时变QP问题的开关参数循环神经网络

Expert Systems with Applications

IF7.5

2025-11-01

PREAI

Xiangliang Sun; Zhijun Zhang; Yiqi Liu

Towards robust fault detection for industrial processes with a hybrid feature fusion and ensemble learning framework 面向工业过程的鲁棒故障检测：一种混合特征融合与集成学习框架

Digital Chemical Engineering

IF4.1

2025-10-16

OAAI

Abid Aman; Yiqi Liu; Yan Chen

TCAC-transformer: a fast convolutional transformer with temporal-channel attention for efficient industrial fault diagnosis TCAC-transformer：一种带有时空-通道注意力机制的快速卷积Transformer，用于高效工业故障诊断

Expert Systems with Applications

IF7.5

2025-08-25

PREAI

Wei Wu; Nan Zhou; Xiaojun Liang; Weihua Gui; Chunhua Yang; Yiqi Liu

Efficient Number Theoretic Transform accelerator on the versal platform powered by the AI Engine

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2025-05-01

PREAI

Bao, Zhenshan; Zang, Tianhao; Liu, Yiqi; Zhang, Wenbo

Distributed process monitoring of the large-scale system using spatio-temporal-causality and Wasserstein-distance-based canonical variate analysis

JOURNAL OF PROCESS CONTROL

IF3.9

2025-02-01

PREAI

Xu, Chong; Huang, Daoping; Yu, Guangping; Liu, Yiqi

Learning an Enhanced TCN-LSTM Network for Temperature Process Modeling in Rotary Kilns 学习增强型tcn-lstm网络用于回转窑温度过程建模

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2025-01-01

PREAI

Wang, Xiaoming; Liu, Yiqi; Liang, Xiaojun; Zhang, Chaobo; Yang, Chunhua; Gui, Weihua

Effluent quality soft sensor for wastewater treatment plant with ensemble sparse learning-based online next generation reservoir computing

water research

IF8.2

2024-12-01

OAAI

Fang, Gang; Huang, Daoping; Wu, Zhiying; Chen, Yan; Li, Yan; Liu, Yiqi

Twinning quality sensors in wastewater treatment process via optimized echo state network-based soft sensors

APPLIED SOFT COMPUTING

IF6.6

2024-10-01

PREAI

Fang, Gang; Liu, Yiqi

Towards stable and efficient nitrogen removal in wastewater treatment processes via an adaptive neural network based sliding mode controller

water research

IF8.2

2024-09-01

OAAI

Liu, Yiqi; Zhang, Jing; Qiu, Zhuyi; Zhang, Yigang; Yu, Guangping; Ye, Hongtao; Cai, Zefan

研究方向