| Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal Transport | Jun 24, 2021 | Stock Prediction | CodeCode Available | 4 |
| AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment | Mar 30, 2021 | AutoMLStock Prediction | CodeCode Available | 3 |
| Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models | Feb 6, 2024 | Stock Prediction | CodeCode Available | 2 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction | Apr 6, 2022 | PredictionStock Prediction | CodeCode Available | 2 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions | May 1, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 |
| Graph-Based Stock Recommendation by Time-Aware Relational Attention Network | Feb 1, 2022 | RelationStock Prediction | CodeCode Available | 1 |
| 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 |
| Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities | Jul 7, 2021 | Future predictionPrediction | CodeCode Available | 1 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction | May 11, 2020 | Stock Prediction | CodeCode Available | 1 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 |
| FINN-GL: Generalized Mixed-Precision Extensions for FPGA-Accelerated LSTMs | Jun 25, 2025 | Sentiment AnalysisStock Prediction | —Unverified | 0 |
| Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market | Jun 3, 2025 | Stock Prediction | —Unverified | 0 |
| ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models | May 26, 2025 | PredictionQuestion Answering | CodeCode Available | 0 |
| Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization | May 19, 2025 | Offline RLPortfolio Optimization | —Unverified | 0 |
| Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy | May 9, 2025 | BenchmarkingSentiment Analysis | —Unverified | 0 |
| Transformer Encoder and Multi-features Time2Vec for Financial Prediction | Apr 18, 2025 | feature selectionStock Prediction | —Unverified | 0 |
| A Causal Perspective of Stock Prediction Models | Mar 26, 2025 | Causal DiscoveryDomain Generalization | —Unverified | 0 |
| Large language models in finance : what is financial sentiment? | Mar 5, 2025 | Algorithmic TradingDecision Making | —Unverified | 0 |
