| Support for Stock Trend Prediction Using Transformers and Sentiment Analysis | May 18, 2023 | Sentiment AnalysisStock Prediction | —Unverified | 0 |
| A novel prediction based portfolio optimization model using deep learning | Mar 1, 2023 | Portfolio OptimizationStock Prediction | —Unverified | 0 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty | Oct 31, 2022 | PredictionStock Prediction | —Unverified | 0 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach | Jun 7, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions | May 1, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 |
| Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction | Apr 6, 2022 | PredictionStock Prediction | CodeCode Available | 2 |
| Differential equation and probability inspired graph neural networks for latent variable learning | Feb 28, 2022 | Stock Predictiontext-classification | CodeCode Available | 0 |
| Graph-Based Stock Recommendation by Time-Aware Relational Attention Network | Feb 1, 2022 | RelationStock Prediction | CodeCode Available | 1 |
| Machine Learning for Stock Prediction Based on Fundamental Analysis | Jan 26, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction | Jan 16, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 |
| Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Jan 11, 2022 | Implicit RelationsPrediction | CodeCode Available | 1 |
| DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation | Jan 11, 2022 | Stock Market PredictionStock Prediction | CodeCode Available | 0 |
| Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction | Dec 28, 2021 | regressionStock Prediction | —Unverified | 0 |
| Multi-modal Attention Network for Stock Movements Prediction | Dec 27, 2021 | PredictionStock Prediction | CodeCode Available | 0 |
| Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Nov 16, 2021 | PredictionStock Prediction | —Unverified | 0 |
| Long Term Stock Prediction based on Financial Statements | Nov 1, 2021 | Data AugmentationPrediction | CodeCode Available | 0 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Meme Stock Prediction | Oct 16, 2021 | Adversarial AttackCombinatorial Optimization | —Unverified | 0 |
| Selective transfer learning with adversarial training for stock movement prediction | Sep 30, 2021 | PredictionStock Prediction | —Unverified | 0 |
| Stock Index Prediction using Cointegration test and Quantile Loss | Sep 29, 2021 | Stock Prediction | —Unverified | 0 |
| Accurate Prediction Using Triangular Type-2 Fuzzy Linear Regression | Sep 12, 2021 | regressionStock Prediction | —Unverified | 0 |
| Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities | Jul 7, 2021 | Future predictionPrediction | CodeCode Available | 1 |
| Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal Transport | Jun 24, 2021 | Stock Prediction | CodeCode Available | 4 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 |