Ningshan Ma

Identifiers

• name variant Ningshan Ma 0.60 · backfill

Papers (4)

1. Knowledge Index of Noah's Ark cs.AI · 2026 · author #12
2. Prompt-Activation Duality: Improving Activation Steering via Attention-Level Interventions cs.CL · 2026 · author #3
3. The Chameleon's Limit: Investigating Persona Collapse and Homogenization in Large Language Models cs.CL · 2026 · author #4
4. Say Something Else: Rethinking Contextual Privacy as Information Sufficiency cs.CR · 2026 · author #4

Mentions

• 2606.05104 #12 · arxiv_oai · confidence 0.70 Ningshan Ma

Frequent Coauthors

• Weihao Xuan 3 shared papers
• Yunze Xiao 3 shared papers
• Bangya Liu 1 shared papers
• Chenghao Yang 1 shared papers
• Diancheng Kang 1 shared papers
• Ge Zhang 1 shared papers
• Heli Qi 1 shared papers
• Jen-tse Huang 1 shared papers
• Jiaheng Liu 1 shared papers
• Jiarui Liu 1 shared papers
• Jie Wei 1 shared papers
• Kaijing Ma 1 shared papers
• Meishu Song 1 shared papers
• Meng Jiang 1 shared papers
• Minghao Liu 1 shared papers
• Minglai Yang 1 shared papers
• Qingcheng Zeng 1 shared papers
• Rui Yang 1 shared papers
• Sheng Jin 1 shared papers
• Shen Yan 1 shared papers