Jaya Prakash  Champati
Scholar

Jaya Prakash Champati

Google Scholar ID: 9zjERPkAAAAJ
Assistant Professor, University of Victoria, Canada
Edge IntelligenceMachine Learning InferenceOnline LearningAoIApproximation algorithms
Citations & Impact
All-time
Citations
687
 
H-index
14
 
i10-index
20
 
Publications
20
 
Co-authors
12
list available
Contact
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)