Zhenkai Qin

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
An improvement by introducing LBFGS idea into the Adam optimizer for machine learning.
Expert Syst. Appl.
Zhao Zhang, Gonglin Yuan, Zhenkai Qin, Qining Luo
2026 J jnl
Modeling carbon price dynamics driven by external factors: A hybrid framework combining Mamba state-space model and transformer.
Eng. Appl. Artif. Intell.
Zhenkai Qin, Baozhong Wei, Qining Luo, Dongze Wu, Weiqi Qin, Xiaochuan Yu, Ziqian Lin
2025 J jnl
CMDMamba: dual-layer Mamba architecture with dual convolutional feed-forward networks for efficient financial time series forecasting.
Frontiers Artif. Intell.
Zhenkai Qin, Baozhong Wei, Yujia Zhai, Ziqian Lin, Xiaochuan Yu, Jingxuan Jiang
2025 J jnl
DP-FWCA: A Prompt-Enhanced Model for Named Entity Recognition in Educational Domains.
IEEE Access
Zhenkai Qin, Dongze Wu, Jiajing He, Jingming Xie, Aimin Wei
2025 J jnl
Detecting sarcasm in user-generated content integrating transformers and gated graph neural networks.
PeerJ Comput. Sci.
Zhenkai Qin, Qining Luo, Zhidong Zang, Hongpeng Fu
2025 J jnl
Enhancing intrusion detection performance using GCN-LOF: A hybrid graph-based anomaly detection approach.
Comput. Networks
Zhenkai Qin, Lingying Li, Qining Luo, Xiaochuan Yu, Qian Zhang
2025 J jnl
Few-shot Hate Speech Detection Based on the MindSpore Framework.
CoRR
Zhenkai Qin, Dongze Wu, Yuxin Liu, Guifang Yang
2025 J jnl
Frequency-Aware Attention-LSTM for PM
CoRR
Jiahui Lu, Shuang Wu, Zhenkai Qin, Dongze Wu, Guifang Yang
2025 J jnl
Innovative LSGTime Model for Crime Spatiotemporal Prediction Based on MindSpore Framework.
CoRR
Zhenkai Qin, Baozhong Wei, Caifeng Gao
2025 J jnl
MAAM: A Lightweight Multi-Agent Aggregation Module for Efficient Image Classification Based on the MindSpore Framework.
CoRR
Zhenkai Qin, Feng Zhu, Huan Zeng, Xunyi Nong
2025 J jnl
MIA-Mind: A Multidimensional Interactive Attention Mechanism Based on MindSpore.
CoRR
Zhenkai Qin, Jiaquan Liang, Qiao Fang
2025 J jnl
MSTIM: A MindSpore-Based Model for Traffic Flow Prediction.
CoRR
Weiqi Qin, Yuxin Liu, Dongze Wu, Zhenkai Qin, Qining Luo
2025 J jnl
MindFlow: A Network Traffic Anomaly Detection Model Based on MindSpore.
CoRR
Qiuyan Xiang, Shuang Wu, Dongze Wu, Yuxin Liu, Zhenkai Qin
2025 J jnl
PL-FGSA: A Prompt Learning Framework for Fine-Grained Sentiment Analysis Based on MindSpore.
CoRR
Zhenkai Qin, Jiajing He, Qiao Fang
2025 J jnl
RAGAT-Mind: A Multi-Granular Modeling Approach for Rumor Detection Based on MindSpore.
CoRR
Zhenkai Qin, Guifang Yang, Dongze Wu
2025 J jnl
Research on CNN-BiLSTM Network Traffic Anomaly Detection Model Based on MindSpore.
CoRR
Qiuyan Xiang, Shuang Wu, Dongze Wu, Yuxin Liu, Zhenkai Qin
2025 J jnl
Self-Supervised Learning for Domain Generalization With a Multi-Classifier Ensemble Approach.
IET Image Process.
Zhenkai Qin, Qining Luo, Xunyi Nong, Xiaolong Chen, Hongfeng Zhang, Cora Un In Wong
2024 J jnl
An Innovative CGL-MHA Model for Sarcasm Sentiment Recognition Using the MindSpore Framework.
CoRR
Zhenkai Qin, Qining Luo, Xunyi Nong
2024 J jnl
KEDformer:Knowledge Extraction Seasonal Trend Decomposition for Long-term Sequence Prediction.
CoRR
Zhenkai Qin, Baozhong Wei, Caifeng Gao, Jianyuan Ni