Shangyi Du

According to our database, Shangyi Du authored at least 11 papers between 2019 and 2026.

Collaborative distances:

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

2026

SEAD-MGFE-Net: Schrödinger equation-based adaptive dropout multi-granular feature enhancement network for conversational aspect-based sentiment quadruple analysis.

Wei Liu, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Inf. Sci., 2026

3WD-DRT: A three-way decision enhanced dynamic routing transformer for cost-sensitive multimodal sentiment analysis.

Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Inf. Sci., 2026

DECTUIL: Cross-social network user identity linkage via dynamic embedding and clustering model driven by three-way decision.

Yongqiang Peng, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Expert Syst. Appl., 2026

PrivTSAD-FedWGAN: A novel federated learning and WGAN framework for privacy-preserving multivariate time series anomaly detection.

Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Expert Syst. Appl., 2026

In-context learning enhanced by multi-perspective sequential retrieval and predictive feedback for few-shot aspect-based sentiment analysis.

Jiasen Gao, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Expert Syst. Appl., 2026

DGSEP: Dual-stage generative model with sequence-oriented labeling and element-to-tuple prompting improves aspect sentiment triplet extraction.

Yujun Chen, Mingwei Tang, Shangyi Du, Kun Yang, Yanxi Zheng, Mingfeng Zhao

Expert Syst. Appl., 2026

2025

Few-shot cyberviolence intent classification with Meta-learning AutoEncoder based on adversarial domain adaptation.

Shun Yang, Yajun Du, Shangyi Du, Xianyong Li, Xiaoliang Chen, Yanli Li, Chunzhi Xie, Jia Liu

Neurocomputing, 2025

Graph-enhanced anomaly detection framework in multivariate time series using Graph Attention and Enhanced Generative Adversarial Networks.

Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Expert Syst. Appl., 2025

Federated Spatio-Temporal Attention for Time Series Anomaly Detection.

Weicheng Wang, Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu

Proceedings of the Advanced Data Mining and Applications - 21st International Conference, 2025

2024

Few-shot intent detection with mutual information and contrastive learning.

Shun Yang, Yajun Du, Jiaming Huang, Xianyong Li, Shangyi Du, Jia Liu, Yanli Li

Appl. Soft Comput., 2024

2019

Mining Hot-Personae Approach Based on Local Social Microblog Graph.

Yajun Du, Biao Peng, Fanghong Su, Fei Cheng, Shangyi Du

Inf. Technol. Control., 2019