--- title: "Tianshu Chu — author profile and papers — Elamur Research" description: "Tianshu Chu: 2 papers on Elamur Research (2025) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/tianshu-chu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tianshu-chu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tianshu Chu # Tianshu Chu Tianshu Chu has 2 papers in our library, in 2025, most of them on [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Haoran Li](https://md.research.elamur.ai/free/en/authors/haoran-li/), [Huihao Jing](https://md.research.elamur.ai/free/en/authors/huihao-jing/), [Peizhao Hu](https://md.research.elamur.ai/free/en/authors/peizhao-hu/). 2 papers in our library · 2025 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/tianshu-chu/#papers) · [🔗 Cited 19 times in our library](https://md.research.elamur.ai/free/en/authors/tianshu-chu/cited-by/) · [⭐ Paper Stars ranking: #10033](https://md.research.elamur.ai/free/en/paper-stars/page/101/#star-10033) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Tianshu+Chu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tianshu+Chu) · [dblp](https://dblp.org/search?q=Tianshu+Chu) · [ACL Anthology](https://aclanthology.org/search/?q=Tianshu+Chu) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Legal AI · 2 works](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/tianshu-chu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance](https://md.research.elamur.ai/free/en/papers/li-2025-privaci-bench-evaluating-privacy-contextual/)** *(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](https://md.research.elamur.ai/free/en/papers/hu-2025-context-reasoner-incentivizing-reasoning-capability/)** *(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. - [Haoran Li](https://md.research.elamur.ai/free/en/authors/haoran-li/) ×2 - [Huihao Jing](https://md.research.elamur.ai/free/en/authors/huihao-jing/) ×2 - [Peizhao Hu](https://md.research.elamur.ai/free/en/authors/peizhao-hu/) ×2 - [Qi Hu](https://md.research.elamur.ai/free/en/authors/qi-hu/) ×2 - [Sirui Han](https://md.research.elamur.ai/free/en/authors/sirui-han/) ×2 - [Wenbin Hu](https://md.research.elamur.ai/free/en/authors/wenbin-hu/) ×2 - [Yangqiu Song](https://md.research.elamur.ai/free/en/authors/yangqiu-song/) ×2 - [Yulin Chen](https://md.research.elamur.ai/free/en/authors/yulin-chen/) - [Ziqian Zeng](https://md.research.elamur.ai/free/en/authors/ziqian-zeng/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## 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 →](https://md.research.elamur.ai/free/en/authors/tianshu-chu/cited-by/). Updated 30 October 2026