LabCompass

Xiang Deng

Computer Science · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2001Rising activity
Topic ModelingData Quality and ManagementSemantic Web and OntologiesNatural Language Processing TechniquesAdvanced MRI Techniques and Applications

Publications

33

Citations

478

Est. group size

—

Recurring co-author estimate

Active years

25

Publishing since 2001

Research summary
AI-generated

Xiang Deng's work spans natural language processing, structured data understanding (tables and databases), and more recently robotics and 3D/vision-based systems such as robot skill learning and photo-realistic avatar generation. Earlier work focused on pre-training language models to understand tables and text-to-SQL tasks, while recent publications explore large language models applied to web navigation, financial sentiment analysis, and robotic manipulation. This suggests a research trajectory that has broadened from language and data understanding toward multimodal and embodied AI applications.

Natural language processing and large language modelsTable and structured data understandingText-to-SQL and semantic parsingRobotic manipulation and skill learning3D vision, avatars, and multimodal AI

Publication output has grown from near zero in 2017-2018 to a steadier pace of several papers per year since 2019, with a notable increase in 2025.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.6/year recently
17182019: 2 publications192020: 3 publications202021: 5 publications5212022: 1 publication222023: 4 publications232024: 3 publications242025: 5 publications52526
Recent publications
Publishes in
  • arXiv (Cornell University)×6
  • Zenodo (CERN European Organization for Nuclear Research)×4
  • ACM SIGMOD Record×1
  • Proceedings of the VLDB Endowment×1
  • Transactions in GIS×1
Similar researchers
By research-topic overlap
  • William W. Cohen

    Computer Science · The Ohio State University

  • Xiang Yue

    Computer Science · The Ohio State University

  • Xiaoze Liu

    Computer Science · Purdue University West Lafayette

  • Huan Sun

    Computer Science · The Ohio State University

  • Siyuan Cheng

    Computer Science · Purdue University West Lafayette

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 19, 2026.

Claim or correct this profile