Scholar
Jaya Prakash Champati
Google Scholar ID: 9zjERPkAAAAJ
Assistant Professor, University of Victoria, Canada
Edge Intelligence
Machine Learning Inference
Online Learning
AoI
Approximation algorithms
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Citations & Impact
All-time
Citations
687
H-index
14
i10-index
20
Publications
20
Co-authors
12
list available
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Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
Elevated to IEEE Senior Member (July 2025)
Paper '2D-AoI: Age-of-Information of Distributed Sensors for Spatio-Temporal Processes' accepted to IEEE TCOM (Oct 2025)
Paper 'Exploring the Boundaries of On-Device Inference: When Tiny Falls Short, Go Hierarchical' accepted to IEEE IoT Journal (Jun 2025)
Survey paper on LLM routing and Hierarchical Inference posted on arXiv (Jun 2025)
Paper 'Error Bounds for the Network Scale-Up Method' accepted to KDD 2025 (May 2025)
Paper 'Online Learning with Stochastically Partitioning Experts' accepted to UAI 2025 (May 2025)
Paper 'Regret Bounds for Online Learning for Hierarchical Inference' accepted to ACM Mobihoc 2024 (Aug 2024)
Paper 'Hierarchical Inference at the Edge: A Batch Processing Approach' presented at Edge Intelligence workshop, ACM SEC 2024 (Oct 2024)
Student Evan O'Toole awarded NSERC Undergraduate Student Research Award (USRA) (Apr 2025)
Co-authors
12 total
James Gross
KTH Royal Institute of Technology, Stockholm
Ben Liang
Department of Electrical and Computer Engineering, University of Toronto
Co-author 3
Karl H. Johansson
EECS and Digital Futures, KTH Royal Institute of Technology, Sweden
Tobias J. Oechtering
KTH Royal Institute of Technology, Division Information Science and Engineering
Sharayu Moharir
Associate Professor, Department of Electrical Engineering, IIT Bombay
Co-author 7
Wolfgang Kellerer
Professor for Communication Networks at Technical University of Munich
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