Lifei Liu

Identifiers

• name variant Lifei Liu 0.60 · backfill

Papers (4)

1. Habituation at the Gate: Rising Approval and Declining Scrutiny in Human Review of AI Agent Code cs.SE · 2026 · author #2
2. Beyond Simpson's Paradox: A Cascade of Confounders in AI Agent Pull-Request Co-Authorship cs.SE · 2026 · author #3
3. When Safe Skills Collide: Measuring Compositional Risk in Agent Skill Ecosystems cs.SE · 2026 · author #7
4. ChainCaps: Composition-Safe Tool-Using Agents via Monotonic Capability Attenuation cs.CR · 2026 · author #4

Mentions

• 2606.22721 #2 · arxiv_oai · confidence 0.70 Lifei Liu
• 2606.22711 #3 · arxiv_oai · confidence 0.70 Lifei Liu
• 2606.00448 #7 · arxiv_oai · confidence 0.70 Lifei Liu
• 2605.26542 #4 · arxiv_oai · confidence 0.70 Lifei Liu

Frequent Coauthors

• Haoran Yu 4 shared papers
• Xiaochong Jiang 4 shared papers
• Pin Qian 3 shared papers
• Su Wang 3 shared papers
• Yihang Chen 3 shared papers
• Jingzhou Xu 1 shared papers
• Junxian You 1 shared papers
• Shiqi Yang 1 shared papers
• Xiaoyuan Wang 1 shared papers
• Yichen Liu 1 shared papers
• Yuwen Jia 1 shared papers
• Ziwei Li 1 shared papers