2 papers
cs.LG2026
GCFX: Generative Counterfactual Explanations for Deep Graph Models at the Model Level
Jinlong Hu, Jiacheng Liu
Deep graph learning models have demonstrated remarkable capabilities in processing graph-structured data and have been widely applied across various fields. However, their complex…
cs.CL2025
WebRouter: Query-specific Router via Variational Information Bottleneck for Cost-sensitive Web Agent
Tao Li, Jinlong Hu, Yang Wang +2
LLM-brained web agents offer powerful capabilities for web automation but face a critical cost-performance trade-off. The challenge is amplified by web agents' inherently complex p…