| 2024 | IJCNN | Investor Sentiment Analysis of Financial Texts Based on GPT and RoBERTa. | Jia Miao, Jianwu Lin, Tong Luo, Guangling Liu |
| 2024 | IJCNN | Predicting Credit Spreads of Chinese Municipal Bonds: A Hybrid Model of Wavelet Transform, Random Forest, and SAM-GRU. | Yuke Wang, Jianwu Lin, Guangling Liu |
| 2023 | IJCNN | Market Making with Deep Reinforcement Learning from Limit Order Books. | Hong Guo, Jianwu Lin, Fanlin Huang |
| 2023 | SMC | Automatic Market Making System with Offline Reinforcement Learning. | Hong Guo, Yue Zhao, Jianwu Lin |
| 2022 | IJCNN | Deep Portfolio Optimization Modeling based on Conv-Transformers with Graph Attention Mechanism. | Jifeng Sun, Wentao Fu, Jianwu Lin, Yong Jiang, Shu-Tao Xia |
| 2022 | INDIN | Sentiment Analysis of Board Secretaries' Q&R Data. | Jia Miao, Jianwu Lin, Shenglei Hu, Guangling Liu |
| 2022 | INDIN | Fundamental Multi-factor Deep-learning Strategy For Cryptocurrency Trading. | Yinghe Qing, Jifeng Sun, Ying Kong, Jianwu Lin |
| 2022 | INDIN | Genetic Algorithm Based Quantitative Factors Construction. | Zhaofan Su, Jianwu Lin, Zhang Chengshan |
| 2022 | INDIN | Self-FTS: A Self-Supervised Learning Method for Financial Time Series Representation in Stock Intraday Trading. | Jifeng Sun, Yinghe Qing, Chang Liu, Jianwu Lin |
| 2022 | INDIN | Financial Topic Modeling Based on the BERT-LDA Embedding. | Mei Zhou, Ying Kong, Jianwu Lin |
| 2021 | INDIN | Convolutional LSTM Network for forecasting correlations between stocks based on spatiotemporal sequence. | Jiaqi Sun, Yong Jiang, Jianwu Lin |
| 2021 | INDIN | Stock-bond Yield Correlation Analysis based on Natural Language Processing. | Yueyue Xu, Ying Kong, Jianwu Lin |
| 2020 | INDIN | Prior knowledge distillation based on financial time series. | Jie Fang, Jianwu Lin |
| 2020 | INDIN | Volume ratio prediction model during Price Limits Periods in China stock markets. | Jianwu Lin, Yishen Xu, Dayu Qin |
| 2020 | INDIN | Stock-UniBERT: A News-based Cost-sensitive Ensemble BERT Model for Stock Trading. | Xiliu Man, Jianwu Lin, Yujiu Yang |
| 2020 | INDIN | Multi-Channel Temporal Graph Convolutional Network for Stock Return Prediction. | Jifeng Sun, Jianwu Lin, Yi Zhou |
| 1999 | WSC | An asymptotic allocation for simultaneous simulation experiments. | Hsiao-Chang Chen, Chun-Hung Chen, Jianwu Lin, Enver Ycesan |