LabCompass

Xiaozhong Liu

Computer Science · Indiana University

OpenAlex ORCID
Topic ModelingAdvanced Text Analysis TechniquesNatural Language Processing TechniquesComplex Network Analysis TechniquesAdvanced Graph Neural Networks

Publications

275

Citations

3,935

Est. group size

—

Recurring co-author estimate

Active years

35

Publishing since 1992

Research summary
AI-generated

Xiaozhong Liu works in natural language processing and text analysis, with recent projects centered on applying large language models (LLMs) to specialized domains such as legal question answering, clinical trial prediction, and academic writing support. The research also explores network and graph analysis techniques, human-AI collaboration, and the security of AI systems (for example, adversarial attacks on retrieval-augmented generation). Much of the work aims to build practical, domain-specific AI tools.

Large language models for specialized domainsNatural language processing and text miningLegal AI and question answeringGraph and network analysisHuman-AI collaboration and AI safety

Publication activity has been steady and relatively high over the past decade, with roughly 15-25 papers per year in recent years.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 17.2/year recently
2017: 4 publications172018: 12 publications182019: 16 publications192020: 31 publications31202021: 20 publications212022: 15 publications222023: 20 publications232024: 22 publications242025: 25 publications252026: 4 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×44
  • Proceedings of the AAAI Conference on Artificial Intelligence×9
  • Proceedings of the Association for Information Science and Technology×8
  • Lecture notes in computer science×6
  • Information Processing & Management×3

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

Claim or correct this profile