| AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework | Mar 19, 2024 | BenchmarkingFinancial Analysis | CodeCode Available | 3 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU | Aug 26, 2024 | Algorithmic TradingStock Price Prediction | CodeCode Available | 1 |
| LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study | Jul 5, 2023 | Stock Trend Prediction | CodeCode Available | 1 |
| Temporal-Relational Hypergraph Tri-Attention Networks for Stock Trend Prediction | Jul 22, 2021 | Stock Trend Prediction | CodeCode Available | 1 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 |
| A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction | Feb 15, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Perforated Backpropagation: A Neuroscience Inspired Extension to Artificial Neural Networks | Jan 29, 2025 | Drug DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations | Dec 5, 2024 | Contrastive LearningGraph Learning | CodeCode Available | 0 |
| A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images | Oct 25, 2024 | Stock PredictionStock Price Prediction | —Unverified | 0 |
