Shangyi Du

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
3WD-DRT: A three-way decision enhanced dynamic routing transformer for cost-sensitive multimodal sentiment analysis.
Inf. Sci.
Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
DECTUIL: Cross-social network user identity linkage via dynamic embedding and clustering model driven by three-way decision.
Expert Syst. Appl.
Yongqiang Peng, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
DGSEP: Dual-stage generative model with sequence-oriented labeling and element-to-tuple prompting improves aspect sentiment triplet extraction.
Expert Syst. Appl.
Yujun Chen, Mingwei Tang, Shangyi Du, Kun Yang, Yanxi Zheng, Mingfeng Zhao
2026 J jnl
In-context learning enhanced by multi-perspective sequential retrieval and predictive feedback for few-shot aspect-based sentiment analysis.
Expert Syst. Appl.
Jiasen Gao, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
PrivTSAD-FedWGAN: A novel federated learning and WGAN framework for privacy-preserving multivariate time series anomaly detection.
Expert Syst. Appl.
Haoyu Jiang, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2026 J jnl
SEAD-MGFE-Net: Schrödinger equation-based adaptive dropout multi-granular feature enhancement network for conversational aspect-based sentiment quadruple analysis.
Inf. Sci.
Wei Liu, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2025 — conf
Federated Spatio-Temporal Attention for Time Series Anomaly Detection.
ADMA (1)
Weicheng Wang, Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2025 J jnl
Few-shot cyberviolence intent classification with Meta-learning AutoEncoder based on adversarial domain adaptation.
Neurocomputing
Shun Yang, Yajun Du, Shangyi Du, Xianyong Li, Xiaoliang Chen, Yanli Li, Chunzhi Xie, Jia Liu
2025 J jnl
Graph-enhanced anomaly detection framework in multivariate time series using Graph Attention and Enhanced Generative Adversarial Networks.
Expert Syst. Appl.
Yue He, Xiaoliang Chen, Duoqian Miao, Hongyun Zhang, Xiaolin Qin, Shangyi Du, Peng Lu
2024 J jnl
Few-shot intent detection with mutual information and contrastive learning.
Appl. Soft Comput.
Shun Yang, Yajun Du, Jiaming Huang, Xianyong Li, Shangyi Du, Jia Liu, Yanli Li
2019 J jnl
Mining Hot-Personae Approach Based on Local Social Microblog Graph.
Inf. Technol. Control.
Yajun Du, Biao Peng, Fanghong Su, Fei Cheng, Shangyi Du