8 citations · 8 across the 3 of their papers we have counts for
4 papers
When Code Becomes an LLM Call: An Empirical Study of Call-Site Contracts in Agentic Systems
Shihao Weng, Longtian Wang, Yang Feng +6
Software quality has long rested on specifications that state what code must do, and on testing and verification that check that the code does it. Agentic systems change this found…
Beyond Accuracy: Policy Invariance as a Reliability Test for LLM Safety Judges
Shihao Weng, Yang Feng, Xiaofei Xie
LLM-as-a-Judge pipelines have become the de facto evaluator for agent safety, yet existing benchmarks treat their verdicts as ground-truth proxies without checking whether the verd…
Prompt Stability in Code LLMs: Measuring Sensitivity across Emotion- and Personality-Driven Variations
Wei Ma, Yixiao Yang, Jingquan Ge +2
Code generation models are widely used in software development, yet their sensitivity to prompt phrasing remains under-examined. Identical requirements expressed with different emo…
Navigating Governance Paradigms: A Cross-Regional Comparative Study of Generative AI Governance Processes & Principles
Jose Luna, Ivan Tan, Xiaofei Xie +1
As Generative Artificial Intelligence (GenAI) technologies evolve at an unprecedented rate, global governance approaches struggle to keep pace with the technology, highlighting a c…