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Aiwei Liu

Aiwei Liu has 4 papers in our library, in 2023–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Code & programming languages; often with Lijie Wen, Leyi Pan, Philip S. Yu.

4 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 15 · 71 works · 611 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 83 times in our library · ⭐ Paper Stars ranking: #6160

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

🎓Tsinghua UniversityBeijing · China2022–2026 · 46 paperscurrent🎓Beijing University of TechnologyBeijing · China2022–2026 · 6 paperscurrent🎓National University of Defense TechnologyChangsha · China2025–2026 · 3 paperscurrent🏢SinopecBeijing · China2026 · 1 papercurrent🏢Sinopec Beijing Research Institute of Chemical Industry Co., Ltd.Beijing · China2026 · 1 papercurrent🏢TencentShenzhen · China2026 · 1 papercurrent🏢AppleCupertino · United States2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 10The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArts and Humanities · 3 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 3 worksComputer Networks and Communications · 1 workComputer Vision and Pattern Recognition · 1 workDecision Sciences · 1 workHardware and Architecture · 1 workInformation Systems · 1 workStatistics, Probability and Uncertainty · 1 work

🧭 Topics 5Research subjects and languages the work is about.Code & programming languages · 1 workEvaluation & benchmarks · 1 workSemantic parsing & meaning representation · 1 workLanguage models & pretraining · 2 worksEfficient models & compression · 1 work

 Works by year

2020s

20261 paper20252 papers20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability (2023 · 127 citations)
    The paper asks how well ChatGPT turns natural-language questions into executable SQL with no task-specific training.
  2. Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? (2025 · 11 citations)
    Watermarking LLM outputs is promoted as a way to catch unauthorized knowledge distillation. It relies on "radioactivity": student models trained on watermarked teacher text inherit a detectable signal. This paper tests whether that signal survives a deliberate attacker. The authors propose three removal attacks:
  3. ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary (2025 · 11 citations)
    Writing the comparative part of a literature review is slow, and earlier LLM-based review tools mostly targeted retrieval and screening.
  4. d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models (2026 · 3 citations)
    Reinforcement learning for diffusion large language models (dLLMs) has two weak spots. Rewards are usually sparse outcome scores or unverified process signals, and per-token log-probabilities are approximated without accounting for the expectation over all possible decoding orders. d-TreeRPO addresses both. It…

 Co-authors here

12 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 83 times (of the 149,439 papers whose bibliographies we read); 9 citing papers with a page here →.

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