2 papers
cs.AI2026
Exploring Robust Multi-Agent Workflows for Environmental Data Management
Boyuan Guan, Jason Liu, Yanzhao Wu +1
Embedding LLM-driven agents into environmental FAIR data management is compelling - they can externalize operational knowledge and scale curation across heterogeneous data and evol…
cs.LG2025
Feature-Function Curvature Analysis: A Geometric Framework for Explaining Differentiable Models
Hamed Najafi, Dongsheng Luo, Jason Liu
Explainable AI (XAI) is critical for building trust in complex machine learning models, yet mainstream attribution methods often provide an incomplete, static picture of a model's…