Jaya Prakash Champati

Recent News

Sep 2026: Ata Sanoubar received the Canada Impact+ Research Training Award.
Sep 2026: Ziming Dong joined as a PhD student, Bharath Irukulapati joined as a Master's student, and Ata Sanoubar joined as a PhD student.
Aug 2026: Speculation at a Distance: Where Edge-Cloud Speculative Decoding Actually Pays Off accepted to the ACM SEC Edge Intelligence Workshop.
Jul 2026: Hierarchical Inference with a Finite Offload Queue accepted to the EWRL 2026 workshop.
Feb 2026: Hardik Sharma received the Mitacs Globalink Research Award to Canada.
Jan 2026: Released Pay for Hints, Not Answers: LLM Shepherding for Cost-Efficient Inference.
Dec 2025: Hierarchical Inference with an Offload Queue accepted to INFOCOM 2026.
Nov 2025: Inference Offloading for Cost-Sensitive Binary Classification at the Edge accepted to AAAI 2026.
Oct 2025: 2D-AoI accepted to IEEE TCOM.
Sep 2025: Yuan Lyu joined as a PhD student and Ziming Dong joined as a Master's student.
Jul 2025: Jaya Prakash Champati was elevated to IEEE Senior Member.
Jun 2025: Exploring the Boundaries of On-Device Inference accepted to IEEE IoT Journal.
Jun 2025: Survey paper on LLM routing and hierarchical inference released on arXiv.
Jun 2025: Recommended the Edge AI summer school at KTH, Sweden (September 1–4) for those interested in recent research directions in Edge AI.
May 2025: Error Bounds for the Network Scale-Up Method accepted to KDD 2025.
May 2025: Online Learning with Stochastically Partitioning Experts accepted to UAI 2025.
Apr 2025: Evan O'Toole received an NSERC Undergraduate Student Research Award.