Xiaojun Xu
Xiaojun Xu has 2 papers in our library, in 2017–2023, most of them on Language models & pretraining, Bias, fairness & safety; often with Chang Liu, Dawn Song, Yang Liu.
OpenAlex · ORCID · Wikidata · h-index 30 · 82 works · 2,861 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 218 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4048
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Networks and Communications · 1 work
🧭 Topics 2Research subjects and languages the work is about.Bias, fairness & safety · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
2010s
Papers
- SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning (2017 · 372 citations)
The paper addresses NL2SQL: turning a natural-language question plus a table schema into an SQL query. Standard sequence-to-sequence decoders must commit to one linear ordering of the output. Yet WHERE conditions can be listed in any order without changing the result, which makes training sensitive to an arbitrary… - Large Language Model Unlearning (2023 · 174 citations)
The paper treats unlearning as a cheap alignment tool for LLMs. The idea is to make a model drop unwanted behaviour using only negative examples, such as harmful replies found through red teaming or user reports, without the human-written positive answers that RLHF needs. The authors define the setting, goals and…
All works
- SQLNet: Generating Structured Queries From Natural Language Without Reinforcement LearningarXiv:1711.04436Xiaojun Xu, Chang Liu, Dawn Song2017 · 372 citations
- Large Language Model UnlearningConference on Neural Information Processing Systems (NeurIPS)Yuanshun Yao, Xiaojun Xu, Yang Liu2023 · 174 citations
- Effective and Efficient Federated Tree Learning on Hybrid Data ↗arXiv (Cornell University) · no summary yetQinbin Li et al.2023 · 2 citations
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