LabCompass

Abhinav Goel

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2005
Advanced Neural Network ApplicationsCCD and CMOS Imaging SensorsCOVID-19 epidemiological studiesAdvanced Image and Video Retrieval TechniquesDomain Adaptation and Few-Shot Learning

Publications

54

Citations

350

Est. group size

~5

Recurring co-author estimate

Active years

22

Publishing since 2005

Research summary
AI-generated

This researcher's work spans efficient neural network design (e.g., compact on-chip models, symmetry-aware/equivariant networks, large language model pretraining) and applied systems research including autonomous driving power management, blockchain smart contract generation and evaluation with large language models, sensor networks, and hardware verification. Recent work concentrates on using large language models for code generation and evaluation, particularly for blockchain smart contracts, alongside foundational machine learning topics like model efficiency and symmetry-based network design. The overall body of work suggests a shift over time from sensor networks and embedded systems topics toward more current large language model and AI-agent applications.

Efficient and compact neural network designLarge language models for code/smart contract generation and evaluationSymmetry and equivariance in machine learningEmbedded and autonomous systems (power/thermal-constrained ML, sensor networks)Hardware verification and sensor network architectures

Publication output has been variable over the last decade, with peaks around 2020 and 2022, a dip in 2023-2024, and a recent increase in 2025-2026, suggesting a resurgence rather than a steady or purely growing trend.

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

Publication cadence
Publications per year over the last 10 years — averaging 4.2/year recently
2017: 1 publication172018: 2 publications182019: 2 publications192020: 9 publications9202021: 5 publications212022: 9 publications9222023: 3 publications232024: 1 publication242025: 2 publications252026: 6 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×15
  • IEEE Journal on Emerging and Selected Topics in Circuits and Systems×1
  • ACM Transactions on Design Automation of Electronic Systems×1
  • Empirical Software Engineering×1
  • IEEE Signal Processing Letters×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 20, 2026.

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