2 papers
cs.SE2026
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
Chunyang Li, Yilun Zheng, Xinting Huang +5
The paradigm of LLM-as-a-judge is emerging as a scalable and efficient alternative to human evaluation, demonstrating strong performance on well-defined tasks. However, its reliabi…
cs.LG2024
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network
Yilun Zheng, Jiahao Xu, Lihui Chen
Under circumstances of heterophily, where nodes with different labels tend to be connected based on semantic meanings, Graph Neural Networks (GNNs) often exhibit suboptimal perform…