Qi Hu

Qi Hu has 3 papers in our library, in 2018–2025, most of them on Legal AI, Dialogue systems, Reasoning; often with Haoran Li, Huihao Jing, Peizhao Hu.

3 papers in our library · 2018–2025

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

Affiliations

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

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

The most cited first (OpenAlex and our library).

An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking (2018 · 187 citations)
Most dialogue state trackers assume a fixed ontology that lists every value a slot can take. In industrial settings this list is often unavailable, very large, or constantly changing. End-to-end trackers that work without an SLU module therefore cannot output values they have never been told about. Xu and Hu address…
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…
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…

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

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

Papers of our library cite their works 69 times (of the 149,439 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated 30 October 2026