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Gaowen Liu

Gaowen Liu has 4 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Bias, fairness & safety; often with Jayanth Srinivasa, Dawn Song, Kaiwen Zhou.

4 papers in our library · 2025–2026

OpenAlex · ORCID · Wikidata · h-index 10 · 72 works · 522 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 38 times in our library · ⭐ Paper Stars ranking: #7990

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

🎓Kunming University of Science and TechnologyKunming · China2021–2026 · 22 paperscurrent🏛️Chinese Academy of SciencesBeijing · China2022–2026 · 5 paperscurrent🔬Shenzhen Institutes of Advanced TechnologyShenzhen · China2022–2026 · 5 paperscurrent🔬Shenzhen Institute of Synthetic BiologyShenzhen · China2022–2026 · 3 paperscurrent🔬Shenzhen Key Laboratory of Synthetic GenomicsShenzhen · China2022–2026 · 3 paperscurrent🎓Arizona State UniversityTempe · United States2026 · 1 papercurrent🏥Xian Yang Central HospitalXianyang · China2019–2022 · 4 papers🏛️Agency for Science, Technology and ResearchSingapore · Singapore2015–2016 · 4 papers🔬Institute of Medical BiologySingapore · Singapore2012–2016 · 4 papersEmployment 2012–2016🎓Nanyang Technological UniversitySingapore · Singapore2013–2016 · 3 papersEducation 2013–2016

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksSafety Research · 1 workSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 work

🧭 Topics 4Research subjects and languages the work is about.Bias, fairness & safety · 2 worksReasoning · 2 worksLanguage models & pretraining · 2 worksEvaluation & benchmarks · 1 work

 Works by year

2020s

20262 papers20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1 (2025 · 30 citations)
    Open-weight large reasoning models such as DeepSeek-R1 have become much stronger. Because they are freely available, misuse is a real concern. This study audits their safety systematically. It compares three open reasoning models (DeepSeek-R1, the Llama 3.3-based distilled DeepSeek-R1-70b, and QwQ) with non-reasoning…
  2. SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning (2025 · 9 citations)
    Large Reasoning Models (LRMs) such as DeepSeek-R1 deliberate before answering, but they often comply with harmful requests and jailbreaks.
  3. Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection (2026 · 4 citations)
    The paper asks how well language models can absorb new facts after pre-training. Earlier knowledge-injection studies mostly relied on synthetic data drawn from noisy Wikipedia snapshots, and their questions were often poorly specified.
  4. FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments (2026)
    LLM-driven agents in multi-turn customer-service tool-use settings often fail because early wrong decisions compound over the conversation.

 Co-authors here

12 of 15 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 38 times (of the 149,439 papers whose bibliographies we read); 11 citing papers with a page here →.

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