Meghana Madhyastha
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
7
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MOBICOM | Poster: On Harnessing Idle Compute at the Edge for Foundation Model Training. | Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos Storkey, Randal C. Burns, Mahesh K. Marina |
| 2024 | HPDC | EvoStore: Towards Scalable Storage of Evolving Learning Models. | Robert Underwood, Meghana Madhyastha, Randal C. Burns, Bogdan Nicolae |
| 2024 | ICDE | T-Rex (Tree-Rectangles): Reformulating Decision Tree Traversal as Hyperrectangle Enclosure. | Meghana Madhyastha, Tamas Budavari, Vladimir Braverman, Joshua T. Vogelstein, Randal C. Burns |
| 2023 | HiPC | Understanding Patterns of Deep Learning Model Evolution in Network Architecture Search. | Robert Underwood, Meghana Madhyastha, Randal C. Burns, Bogdan Nicolae |
| 2023 | ICS | DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access. | Meghana Madhyastha, Robert Underwood, Randal C. Burns, Bogdan Nicolae |
| 2021 | KDD | BLOCKSET (Block-Aligned Serialized Trees): Reducing Inference Latency for Tree ensemble Deployment. | Meghana Madhyastha, Kunal Lillaney, James Browne, Joshua T. Vogelstein, Randal C. Burns |
| 2020 | KDD | Geodesic Forests. | Meghana Madhyastha, Gongkai Li, Veronika Strnadov-Neeley, James Browne, Joshua T. Vogelstein, Randal C. Burns, Carey E. Priebe |
| 2019 | AAAI | Inferring Concept Prerequisite Relations from Online Educational Resources. | Sudeshna Roy, Meghana Madhyastha, Sheril Lawrence, Vaibhav Rajan |