| Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal Transport | Jun 24, 2021 | Stock Prediction | CodeCode Available | 4 | 5 |
| AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment | Mar 30, 2021 | AutoMLStock Prediction | CodeCode Available | 3 | 5 |
| Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models | Feb 6, 2024 | Stock Prediction | CodeCode Available | 2 | 5 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 | 5 |
| Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction | Apr 6, 2022 | PredictionStock Prediction | CodeCode Available | 2 | 5 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 | 5 |
| Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities | Jul 7, 2021 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Jan 11, 2022 | Implicit RelationsPrediction | CodeCode Available | 1 | 5 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 | 5 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction | May 11, 2020 | Stock Prediction | CodeCode Available | 1 | 5 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction | Jan 16, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Graph-Based Stock Recommendation by Time-Aware Relational Attention Network | Feb 1, 2022 | RelationStock Prediction | CodeCode Available | 1 | 5 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 | 5 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions | May 1, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Differential equation and probability inspired graph neural networks for latent variable learning | Feb 28, 2022 | Stock Predictiontext-classification | CodeCode Available | 0 | 5 |
| Long Term Stock Prediction based on Financial Statements | Nov 1, 2021 | Data AugmentationPrediction | CodeCode Available | 0 | 5 |
| Multi-modal Attention Network for Stock Movements Prediction | Dec 27, 2021 | PredictionStock Prediction | CodeCode Available | 0 | 5 |
| DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation | Jan 11, 2022 | Stock Market PredictionStock Prediction | CodeCode Available | 0 | 5 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models | May 26, 2025 | PredictionQuestion Answering | CodeCode Available | 0 | 5 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | CodeCode Available | 0 | 5 |
