| 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 |
| Comparative Analysis of LSTM, GRU, and Transformer Models for Stock Price Prediction | Oct 20, 2024 | Stock Price PredictionStock Trend Prediction | —Unverified | 0 |
| Leveraging Fundamental Analysis for Stock Trend Prediction for Profit | Oct 4, 2024 | Decision MakingPrediction | —Unverified | 0 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | CodeCode Available | 0 |
| LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU | Aug 26, 2024 | Algorithmic TradingStock Price Prediction | CodeCode Available | 1 |
| Enhancing Few-Shot Stock Trend Prediction with Large Language Models | Jul 12, 2024 | DenoisingPrediction | —Unverified | 0 |
| AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework | Mar 19, 2024 | BenchmarkingFinancial Analysis | CodeCode Available | 3 |
| Microstructure-Empowered Stock Factor Extraction and Utilization | Aug 16, 2023 | Stock Trend Prediction | —Unverified | 0 |
| LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study | Jul 5, 2023 | Stock Trend Prediction | CodeCode Available | 1 |
| Support for Stock Trend Prediction Using Transformers and Sentiment Analysis | May 18, 2023 | Sentiment AnalysisStock Prediction | —Unverified | 0 |
| Stock Trend Prediction: A Semantic Segmentation Approach | Mar 9, 2023 | PredictionSemantic Segmentation | —Unverified | 0 |
| Factor Investing with a Deep Multi-Factor Model | Oct 22, 2022 | Graph AttentionManagement | —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 |
| DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation | Jan 11, 2022 | Stock Market PredictionStock Prediction | CodeCode Available | 0 |
| Dynamic Inference | Nov 29, 2021 | Imitation LearningPrediction | —Unverified | 0 |
| FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance | Nov 7, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| 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 |
| Combining Hybrid Attention Networks and LSTM for Stock Trend Prediction | Sep 1, 2020 | Stock Trend Prediction | —Unverified | 0 |
| Recurrent Highway Networks with Grouped Auxiliary Memory | Dec 13, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network | May 13, 2019 | PredictionStock Trend Prediction | —Unverified | 0 |
| Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural Network | Nov 15, 2018 | Stock Market PredictionStock Trend Prediction | CodeCode Available | 0 |
