Risk Management

Data Monitoring for Large Scale Public Health Data AAAI 2025 DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025 DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025 Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources IJCAI 2025 Detecting Adversarial Data Using Perturbation Forgery CVPR 2025 Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025 DHMoE: Diffusion Generated Hierarchical Multi-Granular Expertise for Stock Prediction AAAI 2025 Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection ICCV 2025 Digital Gatekeepers: Google’s Role in Curating Hashtags and Subreddits ACL 2025 DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection WACV 2025 DRoP: Distributionally Robust Data Pruning ICLR 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization ACL 2025 Estimating Machine Translation Difficulty EMNLP 2025 Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025 Explainability for NLP in Pharmacovigilance: A Study on Adverse Event Report Triage in Swedish NAACL 2025 Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025 Exploring the Impact of Instruction-Tuning on LLM’s Susceptibility to Misinformation ACL 2025 Extremal graphical modeling with latent variables via convex optimization JMLR 2025 Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025 FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025 FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025 Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025 Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models IJCAI 2025 FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025