LabCompass

Japneet Singh

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2018Rising activity
Mobile Crowdsensing and CrowdsourcingAdvanced Graph Neural NetworksBayesian Modeling and Causal InferenceQuantum many-body systemsGenerative Adversarial Networks and Image Synthesis

Publications

17

Citations

53

Est. group size

~1

Recurring co-author estimate

Active years

9

Publishing since 2018

Research summary
AI-generated

Japneet Singh works in theoretical computer science and information theory, focusing on statistical methods for ranking and hypothesis testing (such as the Bradley-Terry-Luce model used to rank items from pairwise comparisons), measures of information leakage and similarity between probability distributions (Doeblin coefficients), and applications spanning generative models for physics simulations, blockchain security, and AI-assisted software engineering. Their work combines mathematical analysis with practical questions about ranking systems, privacy, and code verification.

Statistical ranking and hypothesis testingInformation theory and leakage measuresDoeblin coefficients and probability distribution comparisonGenerative models applied to physics and securityAI in software engineering

Publication output was minimal or absent in the mid-2010s but has grown steadily since 2021, reaching its highest levels in 2024-2026.

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
172018: 1 publication1819202021: 3 publications212022: 1 publication222023: 2 publications232024: 3 publications242025: 4 publications4252026: 3 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×6
  • IEEE Transactions on Information Theory×2
  • SciPost Physics×1
  • IEEE Journal of Radio Frequency Identification×1
  • 2022 IEEE Wireless Communications and Networking Conference (WCNC)×1
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By research-topic overlap
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  • Alexander J. Quinn

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  • Xiaoni Duan

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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 20, 2026.

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