Risk Management

A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting ACL 2026 Adaptive Market Making with Inventory Constraints via Online Learning AAAI 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025 Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025 CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models AAAI 2025 Classifying and Tracking International Aid Contribution Towards SDGs IJCAI 2025 CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ACL 2025 Contextual Online Decision Making with Infinite-Dimensional Functional Regression ICML 2025 CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification ACL 2025 Cross-table Synthetic Tabular Data Detection COLING 2025 Decision-aware Training of Spatiotemporal Forecasting Models to Select a Top-K Subset of Sites for Intervention ICML 2025 DHMoE: Diffusion Generated Hierarchical Multi-Granular Expertise for Stock Prediction AAAI 2025 Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025 Dynamic Graph Learning with Static Relations for Credit Risk Assessment AAAI 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025 Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025 FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025 From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms ICML 2025 GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection AAAI 2025 Group Distributionally Robust Dataset Distillation with Risk Minimization ICLR 2025