Risk Management

FinLLM-B: When Large Language Models Meet Financial Breakout Trading NAACL 2025 FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain EMNLP 2025 ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025 Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements ACL 2025 Generative Agents for Multimodal Controversy Detection IJCAI 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025 Hassles and Uplifts Detection on Social Media Narratives IJCNLP 2025 How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025 Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025 IALab UC at BEA 2025 Shared Task: LLM-Powered Expert Pedagogical Feature Extraction ACL 2025 Improving Uncertainty Estimation with Confidence-Aware Training Data WACV 2025 Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction IJCAI 2025 Interpretable Failure Detection with Human-Level Concepts AAAI 2025 ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection AAAI 2025 Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds JMLR 2025 Just One is Enough: An Existence-based Alignment Check for Robust Japanese Pronunciation Estimation EMNLP 2025 LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025 Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025 Learning Production Functions for Supply Chains with Graph Neural Networks AAAI 2025 Learnings from Deploying Network QoS Alignment to Application Priorities for Storage Services NSDI 2025 Lessons for Editors of AI Incidents from the AI Incident Database AAAI 2025 Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection CVPR 2025 Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025 LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection ACL 2025