2 papers
cs.AI2026
Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks
Rongyuan Tan, Jue Zhang, Zhuozhao Li +3
Interpretability tools are increasingly used to analyze failures of Large Language Models (LLMs), yet prior work largely focuses on short prompts or toy settings, leaving their beh…
cs.NE2026
Unleashing the Potential of Differential Evolution through Individual-Level Strategy Diversity
Chenchen Feng, Minyang Chen, Zhuozhao Li +1
Since Differential Evolution (DE) is sensitive to strategy choice, most existing variants pursue performance through adaptive mechanisms or intricate designs. While these approache…