LabCompass

Yi Zhang

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2017
Topic ModelingNatural Language Processing TechniquesMultimodal Machine Learning ApplicationsSpeech and dialogue systemsComplex Network Analysis Techniques

Publications

29

Citations

149

Est. group size

—

Recurring co-author estimate

Active years

10

Publishing since 2017

Research summary
AI-generated

This publication record appears to blend two distinct research areas, likely reflecting more than one individual sharing this name. One line of work focuses on natural language processing and dialogue systems, including task-oriented dialogue agents, text-to-SQL systems that translate natural language into database queries, and large language model applications such as data synthesis and multimodal reasoning. The other line concerns ultrafast laser physics, particularly pulse compression techniques for high-power fiber lasers. Prospective students should verify which specific research group and topic area they would be joining, given this apparent mix.

Dialogue systems and task-oriented conversational AINatural language to SQL / database query generationLarge language model applications and data synthesisMultimodal machine learning and cross-modal reasoningUltrafast laser pulse compression (unrelated physics topic, possibly a different researcher)

Publication output was minimal or absent from 2017-2020, then increased substantially from 2021 onward, with a peak in 2024, suggesting growing recent activity.

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

Publication cadence
Publications per year over the last 10 years — averaging 3.8/year recently
2017: 2 publications1718192020: 1 publication202021: 7 publications212022: 4 publications222023: 1 publication232024: 9 publications9242025: 4 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×8
  • Lecture notes in computer science×2
  • Scientific Reports×1
  • Proceedings of the VLDB Endowment×1
  • Proceedings of the ... International Florida Artificial Intelligence Research Society Conference×1
Similar researchers
By research-topic overlap

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 20, 2026.

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