LabCompass

Vaneet Aggarwal

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2006
Cooperative Communication and Network CodingAdvanced MIMO Systems OptimizationReinforcement Learning in RoboticsCaching and Content DeliveryImage and Video Quality Assessment

Publications

545

Citations

6,478

Est. group size

~17

Recurring co-author estimate

Active years

21

Publishing since 2006

Research summary
AI-generated

Vaneet Aggarwal works on machine learning and networked systems, spanning reinforcement learning, optimization, and applications to computer networks, data centers, and medical imaging/signal analysis. Recent work covers topics like quantum reinforcement learning, network traffic engineering, large language model alignment, and multi-modal learning for healthcare data such as ECGs and brain imaging. The group produces a high volume of work across theoretical algorithm design and applied systems problems.

Reinforcement learning and optimization theoryNetworking and network traffic/service managementMachine learning for healthcare and biomedical signalsGenerative AI and large language model alignmentData center and systems optimization

Publication output grew substantially from 2017 to a peak in 2023, then shows a moderate decline through 2025, with 2026 figures still incomplete.

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

Publication cadence
Publications per year over the last 10 years — averaging 38.4/year recently
2017: 25 publications172018: 43 publications182019: 47 publications192020: 49 publications202021: 59 publications212022: 35 publications222023: 66 publications66232024: 48 publications242025: 35 publications252026: 8 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×181
  • IEEE/ACM Transactions on Networking×11
  • IEEE Transactions on Network and Service Management×7
  • IEEE Transactions on Intelligent Transportation Systems×6
  • IEEE Transactions on Mobile Computing×6
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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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