LabCompass

Yichi Zhang

Computer Science · Purdue University West Lafayette

Mid career · publishing since 2013Rising activity

Publications

56

Citations

987

Est. group size

~3

Recurring co-author estimate

Active years

13

Publishing since 2013

Research summary
AI-generated

This publication record appears to combine work from multiple researchers sharing the same name, spanning topics such as multi-modal AI for mathematical reasoning, neural network hardware acceleration and quantization, microstructure reconstruction using generative models, geoscience applications of image analysis, and biosensor/behavior classification studies. Because the topics are so varied (from chip design to shale reservoir geology to language models for math problems), prospective students should verify which specific projects and lab this refers to before assuming a coherent research focus. The overall pattern suggests interests in applying neural network and image-processing techniques across diverse application domains.

Neural network hardware acceleration and quantizationMulti-modal AI and visual reasoning for mathematical problemsMicrostructure reconstruction via generative/neural modelsImage-based analysis in geoscience and engineeringSensor-based classification and detection systems

Publication output has grown from a steady 5-6 per year in the late 2010s and early 2020s to a notable increase in 2024 (13 publications), suggesting increasing recent activity, though this may reflect contributions from multiple distinct researchers sharing this name.

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

Publication cadence
Publications per year over the last 10 years — averaging 6.2/year recently
2017: 2 publications172018: 2 publications182019: 6 publications192020: 6 publications202021: 5 publications212022: 6 publications222023: 5 publications232024: 13 publications13242025: 7 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×17
  • Analytica Chimica Acta×1
  • Engineering Applications of Artificial Intelligence×1
  • SN Applied Sciences×1
  • Scientific Reports×1
Similar researchers
By research-topic overlap
  • Qi Guo

    Computer Science · Purdue University West Lafayette

  • Jonghoon Jin

    Computer Science · Purdue University West Lafayette

  • Senwei Liang

    Computer Science · Purdue University West Lafayette

  • Arghadip Das

    Computer Science · Purdue University West Lafayette

  • Cheng Chu

    Computer Science · Indiana University

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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