Junjie Ye

13 papers B 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
CVACL-MA: Comprehensive variate analysis and collaborative learning with multi-adapter for multivariate time series forecasting.
Pattern Recognit.
Junjie Ye, Chengli Zhou, Xiaojun Zhou, Yaqun Huang, Chunna Zhao
2026 J jnl
Fractional-order gradient descent method based on fractional-order term exponential decay and its application in artificial neural networks.
Inf. Process. Manag.
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Jinpeng Xu, Kemeng Xiang
2026 J jnl
Fractional-order matrix differentiation and its application in artificial neural networks.
Neurocomputing
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Kemeng Xiang
2026 J jnl
Two-stage incremental semantic aggregation for domain-specific multimodal neural machine translation.
Expert Syst. Appl.
Yunyue Li, Junjie Ye, Junjun Guo
2025 J jnl
DFGCN: Decoupled dual-flow dynamic graph convolutional network for multivariate time series forecasting.
Knowl. Based Syst.
Junjie Ye, Jinhong Li, Rui Su, Sen Yang, Yaqun Huang, Chunna Zhao
2025 J jnl
Dual-stream interactive networks with pearson-mask awareness for multivariate time series forecasting.
Neural Networks
Junjie Ye, Jinhong Li, Chunna Zhao, Chengli Zhou, Xiaojun Zhou, Yaqun Huang
2025 J jnl
Fractional Position With Predictive Attention for Multivariate Time Series Forecasting.
IEEE Internet Things J.
Chengli Zhou, Yanhong Li, Junjie Ye, Yanli Zhou, Xiaojun Zhou, Yaqun Huang, Dapeng Tao, Chunna Zhao
2025 J jnl
Fractional-order Jacobian Matrix Differentiation and Its Application in Artificial Neural Networks.
CoRR
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye, Kemeng Xiang
2025 J jnl
Improved fractional-order gradient descent method based on multilayer perceptron.
Neural Networks
Xiaojun Zhou, Chunna Zhao, Yaqun Huang, Chengli Zhou, Junjie Ye
2024 J jnl
Multi-grained visual pivot-guided multi-modal neural machine translation with text-aware cross-modal contrastive disentangling.
Neural Networks
Junjun Guo, Rui Su, Junjie Ye
2023 J jnl
Layer-Level Progressive Transformer With Modality Difference Awareness for Multi-Modal Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Junjun Guo, Junjie Ye, Yan Xiang, Zhengtao Yu
2022 J jnl
Dual-level interactive multimodal-mixup encoder for multi-modal neural machine translation.
Appl. Intell.
Junjie Ye, Junjun Guo
2022 B conf
Noise-robust Cross-modal Interactive Learning with Text2Image Mask for Multi-modal Neural Machine Translation.
COLING
Junjie Ye, Junjun Guo, Yan Xiang, Kaiwen Tan, Zhengtao Yu