Elamur Research⌕
☰
home / authors / Tianshu Chu

Tianshu Chu

Tianshu Chu has 2 papers in our library, in 2025, most of them on Legal AI, Reasoning, Bias, fairness & safety; often with Haoran Li, Huihao Jing, Peizhao Hu.

2 papers in our library · 2025

No OpenAlex profile matched yet.

📄 2 works in our library · 🔗 Cited 19 times in our library · ⭐ Paper Stars ranking: #8831

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksSocial Sciences · 1 workSafety Research · 1 workSociology and Political Science · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Legal AI · 2 worksBias, fairness & safety · 1 workReasoning · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance (2025 · 17 citations)
    Most privacy benchmarks for LLMs reduce privacy to spotting personally identifiable information. That ignores whether a particular data flow is appropriate in its setting. PrivaCI-Bench addresses this gap using Contextual Integrity (CI) theory. CI describes each flow by five parameters: sender, recipient, subject…
  2. Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning (2025 · 7 citations)
    LLMs deployed as tool-using agents raise safety and privacy risks. Typical defenses detect sensitive patterns instead of reasoning about the situation, and they rarely reflect actual legal standards. The authors reframe safety and privacy as compliance questions grounded in Contextual Integrity (CI) theory. Under CI…

 Co-authors here

9 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 19 times (of the 149,439 papers whose bibliographies we read); 5 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/tianshu-chu/