Shengdong Du

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 49

Top Topics

Pairwise Constraints

Top Venues

Knowl. Based Syst.

Publications

Jie Hu, Hongqun Yang, Fei Teng, Shengdong Du, Tianrui Li
A knowledge graph completion model based on triple level interaction and contrastive learning. Pattern Recognit. 156 (2024)
Yuyan Wang, Jie Hu, Fei Teng, Lilan Peng, Shengdong Du, Tianrui Li
KaTaGCN: Knowledge-Augmented and Time-Aware Graph Convolutional Network for efficient traffic forecasting. Inf. Fusion 111 (2024)
Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li, Yu Zheng
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting. Knowl. Based Syst. 294 (2024)
Juan Chen, Jie Hu, Tianrui Li, Fei Teng, Shengdong Du
An effective relation-first detection model for relational triple extraction. Expert Syst. Appl. 238 (Part B) (2024)
Jie Hu, Zhanao Hu, Tianrui Li, Shengdong Du
A contrastive learning based universal representation for time series forecasting. Inf. Sci. 635 (2023)
Xinyao Liu, Shengdong Du, Tianrui Li, Fei Teng, Yan Yang
A missing value filling model based on feature fusion enhanced autoencoder. Appl. Intell. 53 (21) (2023)
Xinyao Liu, Shengdong Du, Fengmao Lv, Hongtao Xue, Jie Hu, Tianrui Li
A Pre-trained Data Deduplication Model based on Active Learning. CoRR (2023)
Zhuyang Xie, Yan Yang, Yiling Zhang, Jie Wang, Shengdong Du
Correction to: Deep learning on multi-view sequential data: a survey. Artif. Intell. Rev. 56 (8) (2023)
Yunxiao Shi, Zeng Yu, Tianrui Li, Shengdong Du, Yeyiran Jing
A Parted-based Method for Unsupervised Visible-Infrared Re-identification. ISKE (2023)
Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Zhuyang Xie, Yan Yang, Yiling Zhang, Jie Wang, Shengdong Du
Deep learning on multi-view sequential data: a survey. Artif. Intell. Rev. 56 (7) (2023)
Wenwen Liu, Jie Hu, Shengdong Du, Hongmei Chen, Fei Teng
A Method of Sharing Sentence Vectors for Opinion Triplet Extraction. Neural Process. Lett. 55 (1) (2023)
Xiaocao Ouyang, Yan Yang, Yiling Zhang, Wei Zhou, Jihong Wan, Shengdong Du
Domain adversarial graph neural network with cross-city graph structure learning for traffic prediction. Knowl. Based Syst. 278 (2023)
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Ghufran Ahmad Khan, Jie Hu, Tianrui Li, Bassoma Diallo, Shengdong Du
Multi-view subspace clustering for learning joint representation via low-rank sparse representation. Appl. Intell. 53 (19) (2023)
Ji Huang, Minbo Ma, Yongsheng Dai, Jie Hu, Shengdong Du
DBAFormer: A Double-Branch Attention Transformer for Long-Term Time Series Forecasting. Hum. Centric Intell. Syst. 3 (3) (2023)
Lishan Wu, Jie Hu, Fei Teng, Tianrui Li, Shengdong Du
Text semantic matching with an enhanced sample building method based on contrastive learning. Int. J. Mach. Learn. Cybern. 14 (9) (2023)
Chenbing Li, Jie Hu, Tianrui Li, Shengdong Du, Fei Teng
An effective multi-task learning model for end-to-end emotion-cause pair extraction. Appl. Intell. 53 (3) (2023)
Xinyao Liu, Shengdong Du, Tianrui Li, Fei Teng, Yan Yang
A Missing Value Filling Model Based on Feature Fusion Enhanced Autoencoder. CoRR (2022)
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. CoRR (2022)
Fei Teng, Jian Teng, Lu Qiao, Shengdong Du, Tianrui Li
A multi-step forecasting model of online car-hailing demand. Inf. Sci. 587 (2022)
Benhan Li, Shengdong Du, Tianrui Li
A Differential Attention Fusion Model Based on Transformer for Time Series Forecasting. CoRR (2022)
Xiong Liao, Meng Liao, Andi Guo, Xinran Luo, Ziwei Li, Weiyuan Chen, Tianrui Li, Shengdong Du, Zhen Jia
Medical Knowledge Graph to Promote Rational Drug Use: Model Development and Performance Evaluation. Hum. Centric Intell. Syst. 2 (1-2) (2022)
Huifa Liao, Jie Hu, Tianrui Li, Shengdong Du, Bo Peng
Deep linear graph attention model for attributed graph clustering. Knowl. Based Syst. 246 (2022)
Benhan Li, Shengdong Du, Tianrui Li, Jie Hu, Zhen Jia
DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting. CoRR (2022)
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang
Fairness and accuracy in horizontal federated learning. Inf. Sci. 589 (2022)
Jiabin Tang, Tang Qian, Shijing Liu, Shengdong Du, Jie Hu, Tianrui Li
Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting. CoRR (2022)
Dan Huang, Jie Hu, Tianrui Li, Shengdong Du, Hongmei Chen
Consistency regularization for deep semi-supervised clustering with pairwise constraints. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Jiabin Tang, Tang Qian, Shijing Liu, Shengdong Du, Jie Hu, Tianrui Li
Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting. IJCNN (2022)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Guoqiang Wang, Jia Liu, Shengdong Du
A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data. Inf. Fusion 80 (2022)
Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Weiting Xu, Jie Hu, Shengdong Du, Yan Yang
K-Means Clustering with Fairness Constraints. ISKE (2021)
Wei Huang, Tianrui Li, Jia Liu, Peng Xie, Shengdong Du, Fei Teng
An overview of air quality analysis by big data techniques: Monitoring, forecasting, and traceability. Inf. Fusion 75 (2021)
Jia Liu, Tianrui Li, Peng Xie, Shengdong Du, Fei Teng, Xin Yang
Urban big data fusion based on deep learning: An overview. Inf. Fusion 53 (2020)
Lei Yu, Fei Teng, Shangming Ning, Yunshu Li, Zhe Cui, Shengdong Du
A two steps method of resources utilization predication for large Hadoop data center. Concurr. Comput. Pract. Exp. 32 (15) (2020)
Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng
Multivariate time series forecasting via attention-based encoder-decoder framework. Neurocomputing 388 (2020)
Guanlin Zhai, Yan Yang, Heng Wang, Shengdong Du
Multi-attention fusion modeling for sentiment analysis of educational big data. Big Data Min. Anal. 3 (4) (2020)
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang
Urban flow prediction from spatiotemporal data using machine learning: A survey. Inf. Fusion 59 (2020)
Shengdong Du, Tianrui Li, Xun Gong, Shi-Jinn Horng
A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang
Fairness and Accuracy in Federated Learning. CoRR (2020)
Lei Zhu, Tianrui Li, Shengdong Du
TA-STAN: A Deep Spatial-Temporal Attention Learning Framework for Regional Traffic Accident Risk Prediction. IJCNN (2019)
Shengdong Du, Tianrui Li, Yan Yang, Xun Gong, Shi-Jinn Horng
An LSTM based Encoder-Decoder Model for MultiStep Traffic Flow Prediction. IJCNN (2019)
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang
Urban flows prediction from spatial-temporal data using machine learning: A survey. CoRR (2019)
Shangming Ning, Fei Teng, Yunshu Li, Zhe Cui, Lei Yu, Shengdong Du
RUPredHadoop: Resources Utilization Predictor for Hadoop with Large-Scale Clusters. Big Data (CCF) (2018)
Shengdong Du, Tianrui Li, Xun Gong, Zeng Yu, Shi-Jinn Horng
A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning. CoRR (2018)
Shengdong Du, Tianrui Li, Shi-Jinn Horng
Time Series Forecasting Using Sequence-to-Sequence Deep Learning Framework. PAAP (2018)
Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework. CoRR (2018)
Xun Gong, Xinxin Li, Shengdong Du, Yang Zhao
iPDO: An Effective Feature Depth Estimation Method for 3D Face Reconstruction. IJCRS (1) (2017)
Shengdong Du, Tianrui Li, Xun Gong, Yan Yang, Shi-Jinn Horng
Traffic flow forecasting based on hybrid deep learning framework. ISKE (2017)