3 papers
cs.CL2026
PTCBENCH: Benchmarking Contextual Stability of Personality Traits in LLM Systems
Jiongchi Yu, Yuhan Ma, Xiaoyu Zhang +4
With the increasing deployment of large language models (LLMs) in affective agents and AI systems, maintaining a consistent and authentic LLM personality becomes critical for user…
cs.SE2025
AutoEmpirical: LLM-Based Automated Research for Empirical Software Fault Analysis
Jiongchi Yu, Weipeng Jiang, Xiaoyu Zhang +3
Understanding software faults is essential for empirical research in software development and maintenance. However, traditional fault analysis, while valuable, typically involves m…
cs.SE2025
Exploring the Power of Diffusion Large Language Models for Software Engineering: An Empirical Investigation
Jingyao Zhang, Tianlin Li, Xiaoyu Zhang +2
Autoregressive Large Language Models (AR-LLMs) are widely used in software engineering (SE) but face limitations in processing code structure information and suffer from high infer…