LabCompass

Bruno Ribeiro

Physics and Astronomy · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2001
Complex Network Analysis TechniquesAdvanced Graph Neural NetworksOpinion Dynamics and Social InfluencePeer-to-Peer Network TechnologiesCaching and Content Delivery

Publications

184

Citations

2,601

Est. group size

~3

Recurring co-author estimate

Active years

25

Publishing since 2001

Research summary
AI-generated

This researcher works primarily on machine learning methods for graph and relational data, including graph neural networks, knowledge graph reasoning, link prediction, and causal inference in structured data. Publications also touch on applications such as clinical data imputation, network security, and video streaming analytics, with occasional unrelated titles suggesting collaborations or shared author names across different fields. Prospective students would likely engage with topics at the intersection of machine learning, graph-structured data, and causal reasoning.

Graph neural networks and representation learningKnowledge graph reasoning and link predictionCausal inference on relational and network dataMachine learning applications in healthcare dataNetwork science and complex systems

Publication output has been relatively steady over the past decade, averaging around 8-15 papers per year, with a modest decline in the most recent two years compared to the 2021-2023 peak.

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

Publication cadence
Publications per year over the last 10 years — averaging 8.4/year recently
2017: 11 publications172018: 14 publications182019: 11 publications192020: 13 publications202021: 15 publications15212022: 11 publications222023: 15 publications15232024: 7 publications242025: 9 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×52
  • ACM SIGMETRICS Performance Evaluation Review×4
  • Proceedings of the AAAI Conference on Artificial Intelligence×3
  • Data Mining and Knowledge Discovery×2
  • Proceedings of the International AAAI Conference on Web and Social Media×2
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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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