LabCompass

Ziwei Guan

Computer Science · The Ohio State University

Mid career · publishing since 2016

Publications

15

Citations

139

Est. group size

Recurring co-author estimate

Active years

10

Publishing since 2016

Research summary
AI-generated

This researcher's publication record spans topics in recommendation systems, text processing, and image compression, with titles suggesting work on collaborative filtering algorithms, attention-based neural network models, and Chinese word segmentation applied to specialized domains like architecture. The available bibliographic data is limited and includes some publications outside computer science (such as a 2016 paper on tumor biology), making it difficult to establish a single, clearly defined research focus. Prospective students should note that the topic relevance scores provided are all zero, indicating uncertainty in how well these listed topics actually characterize this researcher's core expertise.

Recommender systems and collaborative filteringAttention-based neural network modelsNatural language processing (Chinese word segmentation)Image compression algorithmsData mining and information retrieval

Publication output has been modest and irregular over the last decade, with no recorded output from 2017-2019, a small increase starting in 2020, and an average of about 1.6 publications per year over the last five years.

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

Publication cadence
Publications per year over the last 10 years — averaging 1.6/year recently
1718192020: 4 publications4202021: 2 publications212022: 2 publications222023: 4 publications4232024: 1 publication242025: 1 publication2526
Publishes in
  • arXiv (Cornell University)×5
  • Biomedicine & Pharmacotherapy×1
  • Operations Research Letters×1
  • Proceedings of the AAAI Conference on Artificial Intelligence×1
  • 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology (ICCASIT)×1
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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.

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