Fuzzy hypergraph network for recommending top-K profitable stocks X Ma, T Zhao, Q Guo, X Li, C Zhang Information Sciences 613, 239-255, 2022 | 44 | 2022 |
Asset correlation based deep reinforcement learning for the portfolio selection T Zhao, X Ma, X Li, C Zhang Expert Systems with Applications 221, 119707, 2023 | 23 | 2023 |
Stock ranking prediction using a graph aggregation network based on stock price and stock relationship information G Song, T Zhao, S Wang, H Wang, X Li Information Sciences 643, 119236, 2023 | 22 | 2023 |
A stock rank prediction method combining industry attributes and price data of stocks H Liu, T Zhao, S Wang, X Li Information Processing & Management 60 (4), 103358, 2023 | 15 | 2023 |
MDF-DMC: A stock prediction model combining multi-view stock data features with dynamic market correlation information Z Yang, T Zhao, S Wang, X Li Expert Systems with Applications 238, 122134, 2024 | 14 | 2024 |
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting X Ma, X Li, L Fang, T Zhao, C Zhang Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14255 …, 2024 | 9 | 2024 |
Personalized tag recommendation based on convolution feature and weighted random walk L Zheng, Z Tianlong, H Huijian, Z Caiming International Journal of Computational Intelligence Systems 13 (1), 24-35, 2020 | 8 | 2020 |
MWDINet: A multilevel wavelet decomposition interaction network for stock price prediction D Wen, T Zhao, L Fang, C Zhang, X Li Expert Systems with Applications 238, 122091, 2024 | 7 | 2024 |
TFformer: A time–frequency domain bidirectional sequence-level attention based transformer for interpretable long-term sequence forecasting T Zhao, L Fang, X Ma, X Li, C Zhang Pattern Recognition 158, 110994, 2025 | 3 | 2025 |
MPR-Net: Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting T Zhao, X Ma, X Li, C Zhang arXiv preprint arXiv:2307.06736, 2023 | 2 | 2023 |
Reinforcement learning-based portfolio optimization with deterministic state transition G Song, T Zhao, X Ma, P Lin, C Cui Information Sciences 690, 121538, 2025 | | 2025 |
Diff-MGR: Dynamic causal graph attention and pattern reproduction guided diffusion model for multivariate time series probabilistic forecasting T Zhao, G Song, X Li, L Cui, C Zhang Information Sciences 675, 120742, 2024 | | 2024 |
Td-Hcn: A Trend-Driven Hypergraph Convolutional Network for Stock Recommendation L Fang, C Zhang, X Ma, T Zhao, Q Guo, X Li Available at SSRN 4806890, 0 | | |