李东｜江苏理工学院｜学者主页

期刊论文

2026

数智驱动下中小制造企业创新绩效影响因素及其作用机理——以江苏“专精特新”企业为样本

李东，陈译凡

《南京邮电大学学报：社会科学版》，Vol. 28, No. 1

下载原文 DOI

2026

基于CNN-BiGRU-Transformer模型的综合能源系统短期负荷预测

周亚鑫，李峰，李东

《信息与控制》

DOI

2026

时序数据多尺度缺失值填充方法

王智杰，陈超，陈东月，骆天逸，贺淳禹，胡清华，李东

《大数据》

2026

A multi-step-ahead prediction model fusing spatial information transformation and synchronous error correction in wastewater treatment plants

Dong Li, P. Ramin, Hai-Wu Yu, Feng Li, Yi-Qi Liu, Li-Ning Xing

Journal of Water Process Engineering

DOI

2025

基于EEMD-样本熵与SVM的刀具磨损模式识别

李东，忽东风，乔红刚，刘广璞

《机电工程技术》

2025

基于LSTM神经网络的汽轮机汽缸状态预测与异常监测研究

李东，刘志德，程学亮，谢勇

《汽轮机技术》

2025

Deep matrix factorization considering dynamic constraints to complete missing data of complex industrial processes

Zhiyi Ji, Chunhua Yang, Jingxiu He, Yonggang Li, Dong Li

Chemometrics and Intelligent Laboratory Systems

DOI

2024

对失效传感器具备鲁棒性的故障诊断方法

马现伟，范朝辉，聂为之，李东，朱逸群

《浙江大学学报(工学版)》

2024

基于人-信息-物理知识图谱的智能制造过程质量控制方法（英文）

Shilong Wang, Jinhan Yang, Bo Yang, Dong Li, Ling Kang

Engineering

2024

A Multivariable Probability Density-Based Auto-Reconstruction Bi-LSTM Soft Sensor for Predicting Effluent BOD in Wastewater Treatment Plants

Wen-Ting Li, Yonggang Li, Dong Li, Jiayi Zhou

Italian National Conference on Sensors

DOI

2024

A multi-subsystem collaborative Bi-LSTM-based adaptive soft sensor for global prediction of ammonia-nitrogen concentration in wastewater treatment processes.

Dong Li, Chunhua Yang, Yong-Gang Li

Water Research

DOI

2024

A deep semi-supervised learning framework towards multi-output soft sensors development and applications in wastewater treatment processes

Dong Li, Chunhua Yang, Yong-Gang Li, Can Zhou, Dao-Ping Huang, Yi-Qi Liu

Journal of Water Process Engineering

DOI

2023

Modeling an Adaptive Hybrid Soft Sensor with Co-training Learning toward Applications in Wastewater Treatment

Jing Wu, Lili Tang, Shaoqing Jin, Xuan Li, Huan Liu, Dong Li, Yi-Qi Liu, Qilin Wang

Industrial & Engineering Chemistry Research

DOI

2022

面向污水处理过程不平衡数据的半监督软测量建模方法研究及应用

李东

《华南理工大学》

2021

基于Tri-training MPLS的半监督软测量模型

李东，刘乙奇，黄道平

《华东理工大学学报(自然科学版)》

2018

水泥分解炉温度的RBF神经网络监督控制

李东，艾红

《传感器世界》

2016

模糊神经网络在精馏过程中的应用研究

李东

《辽宁工业大学》

2008

基于RBF神经网络的柴油机排气温度智能检测方法的研究

张丹，赵军，李东

《仪器仪表学报》

DOI

A time-delay and slow-feature augmented tri-channel CNN for missing data completion in wastewater treatment processes

Dong Li, Hai-Wu Yu, Li-Ning Xing, Hong-Gui Han

Expert systems with applications

DOI

会议论文

2026

基于时延慢特征三通道卷积神经网络的工业过程数据补全模型

李东

《第41届中国自动化学会青年学术年会（YAC）论文集》

预印本

2026

A Multi-View Consistency Framework with Semi-Supervised Domain Adaptation

Yuting Hong, Li Dong, Xiaojie Qiu, Hui Xiao, Baochen Yao, Siming Zheng, Chengbin Peng

arXiv preprint

2026

Aerial Agentic AI: Synergizing LLM and SLM for Low-Altitude Wireless Networks

Li Dong, Feibo Jiang, Kezhi Wang, Cunhua Pan, Dong In Kim, Ekram Hossain

arXiv preprint

2026

SLM, LLM or Agentic AI? Toward Intelligent UAV-Enabled WPT Systems in Low-Altitude Economy Networks

Feibo Jiang, Li Dong, Lei Mao, Kezhi Wang, Xianbin Wang, Abbas Jamalipour

arXiv preprint

DOI

2025

CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model

Feibo Jiang, Wanyun Zhu, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan, Octavia A. Dobre

arXiv preprint

2025

Towards Intelligent Transportation with Pedestrians and Vehicles In-the-Loop: A Surveillance Video-Assisted Federated Digital Twin Framework

Xiaolong Li, Jianhao Wei, Haidong Wang, Li Dong, Ruoyang Chen, Changyan Yi, Jun Cai, Dusit Niyato, Xuemin, Shen

arXiv preprint

2024

Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance

Li Dong, Yubo Peng, Feibo Jiang, Kezhi Wang, Kun Yang

arXiv preprint

DOI

2024

Large Generative Model-assisted Talking-face Semantic Communication System

Feibo Jiang, Siwei Tu, Li Dong, Cunhua Pan, Jiangzhou Wang, Xiaohu You

arXiv preprint

2023

Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification

Hao Xu, Hui Xiao, Huazheng Hao, Li Dong, Xiaojie Qiu, Chengbin Peng

arXiv preprint

2023

Adversarial defense based on distribution transfer

Jiahao Chen, Diqun Yan, Li Dong

arXiv preprint

2023

Breaking Speaker Recognition with PaddingBack

Zhe Ye, Diqun Yan, Li Dong, Kailai Shen

arXiv preprint

2023

Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion

Zhe Ye, Terui Mao, Li Dong, Diqun Yan

arXiv preprint

DOI

2023

Large AI Model-Based Semantic Communications

Feibo Jiang, Yubo Peng, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan, Xiaohu You

arXiv preprint

2022

Semi-Supervised Semantic Segmentation with Cross Teacher Training

Hui Xiao, Li Dong, Kangkang Song, Hao Xu, Shuibo Fu, Diqun Yan, Chengbin Peng

arXiv preprint

DOI

2019

Artificial intelligence empowered multi-AGVs in manufacturing systems

Dong Li, Bo Ouyang, Duanpo Wu, Yaonan Wang

arXiv preprint

李东

精选作品

期刊论文

数智驱动下中小制造企业创新绩效影响因素及其作用机理——以江苏“专精特新”企业为样本

基于CNN-BiGRU-Transformer模型的综合能源系统短期负荷预测

时序数据多尺度缺失值填充方法

A multi-step-ahead prediction model fusing spatial information transformation and synchronous error correction in wastewater treatment plants

基于EEMD-样本熵与SVM的刀具磨损模式识别

基于LSTM神经网络的汽轮机汽缸状态预测与异常监测研究

Deep matrix factorization considering dynamic constraints to complete missing data of complex industrial processes

对失效传感器具备鲁棒性的故障诊断方法

基于人-信息-物理知识图谱的智能制造过程质量控制方法（英文）

A Multivariable Probability Density-Based Auto-Reconstruction Bi-LSTM Soft Sensor for Predicting Effluent BOD in Wastewater Treatment Plants

A multi-subsystem collaborative Bi-LSTM-based adaptive soft sensor for global prediction of ammonia-nitrogen concentration in wastewater treatment processes.

A deep semi-supervised learning framework towards multi-output soft sensors development and applications in wastewater treatment processes

Modeling an Adaptive Hybrid Soft Sensor with Co-training Learning toward Applications in Wastewater Treatment

面向污水处理过程不平衡数据的半监督软测量建模方法研究及应用

基于Tri-training MPLS的半监督软测量模型

水泥分解炉温度的RBF神经网络监督控制

模糊神经网络在精馏过程中的应用研究

基于RBF神经网络的柴油机排气温度智能检测方法的研究

A time-delay and slow-feature augmented tri-channel CNN for missing data completion in wastewater treatment processes

会议论文

基于时延慢特征三通道卷积神经网络的工业过程数据补全模型

预印本

A Multi-View Consistency Framework with Semi-Supervised Domain Adaptation

Aerial Agentic AI: Synergizing LLM and SLM for Low-Altitude Wireless Networks

SLM, LLM or Agentic AI? Toward Intelligent UAV-Enabled WPT Systems in Low-Altitude Economy Networks

CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model

Towards Intelligent Transportation with Pedestrians and Vehicles In-the-Loop: A Surveillance Video-Assisted Federated Digital Twin Framework

Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance

Large Generative Model-assisted Talking-face Semantic Communication System

Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification

Adversarial defense based on distribution transfer

Breaking Speaker Recognition with PaddingBack

Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion

Large AI Model-Based Semantic Communications

Semi-Supervised Semantic Segmentation with Cross Teacher Training

Artificial intelligence empowered multi-AGVs in manufacturing systems

研究方向