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Wenbin Hu

Wenbin Hu has 3 papers in our library, in 2024–2025, most of them on Legal AI, Reasoning, Bias, fairness & safety; often with Haoran Li, Huihao Jing, Peizhao Hu.

3 papers in our library · 2024–2025

OpenAlex · ORCID · h-index 49 · 337 works · 13,016 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 74 times in our library · ⭐ Paper Stars ranking: #6722

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

 Affiliations

🎓Shanghai Jiao Tong UniversityShanghai · China1999–2026 · 107 paperscurrent🎓Tianjin UniversityTianjin · China2015–2025 · 120 papers🔬State Key Laboratory of Metal Matrix CompositesShanghai1999–2017 · 73 papers🎓National University of SingaporeSingapore · Singapore2019–2025 · 29 papers🎓Nanchang Hangkong UniversityNanchang · China2020–2023 · 10 papers🎓Zhongkai University of Agriculture and EngineeringGuangzhou · China2009–2020 · 6 papers🎓Guangzhou UniversityGuangzhou · China2022–2025 · 5 papers🎓Wuhan UniversityWuhan · China2023–2025 · 5 papers🎓Hainan UniversityHaikou · China2017–2018 · 5 papers🔬State Key Laboratory of Marine Resource Utilization in South China SeaHaikou · China2017–2018 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 21 more institutions on single bylines are not listed.

 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 · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksSocial Sciences · 1 workSafety Research · 1 workSociology and Political Science · 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 papers20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Mitigating the Alignment Tax of RLHF (2024 · 83 citations)
    RLHF makes LLMs follow human preferences, but it also tends to erode skills learned in pre-training. This loss is called the alignment tax. The authors measured it by aligning OpenLLaMA-3B on the Anthropic helpfulness/harmlessness data with Rejection Sampling Fine-tuning (RSF) and DPO. They then tracked performance…
  2. 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…
  3. 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

12 of 19 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 74 times (of the 149,439 papers whose bibliographies we read); 20 citing papers with a page here →.

Updated

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