Xinyuan Li
Xinyuan Li has 2 papers in our library, in 2026, most of them on Language models & pretraining, Knowledge graphs & ontologies, Information retrieval & search; often with Weining Qian, Xin Wang, Yunshi Lan.
OpenAlex · h-index 1 · 8 works · 2 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workEngineering · 1 workSafety Research · 1 workSafety, Risk, Reliability and Quality · 1 workSocial Sciences · 1 workComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 4Research subjects and languages the work is about.Bias, fairness & safety · 1 workInformation retrieval & search · 1 workKnowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models (2026 · 1 citation)
Static safety benchmarks for LLMs age quickly. They struggle to reflect complex legal requirements and are hard to adapt to an organization's own policies. AgenticEval addresses this by treating safety evaluation as an ongoing, self-updating process rather than a single audit. In this multi-agent framework: - TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation (2026 · 1 citation)
TagRAG addresses weaknesses of graph-based retrieval-augmented generation on query-focused summarization, where answers require a global view of a whole corpus.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Updated
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