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Meghana Madhyastha
Observed names:
Madhyastha Meghana,
Madhyastha, Meghana
Institution:
Johns Hopkins University
Observed institutions:
Johns Hopkins University,
International Institute of Information Technology Bangalore,
The University of Texas at Austin
ORCID:
0009-0002-5593-8752
Observed ORCID:
0009-0002-5593-8752
OpenAlex ID:
A5026437040
Inferring Concept Prerequisite Relations from Online Educational Resources
2019
·
Roy, Sudeshna
, Madhyastha, Meghana
, et al.
·
AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI))
·
65
PDF
Inferring Concept Prerequisite Relations from Online Educational Resources
2019
·
Sudeshna Roy
, Meghana Madhyastha
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
9
DStore: A Lightweight Scalable Learning Model Repository with Fine-Grain Tensor-Level Access
2023
·
Meghana Madhyastha
, Robert Underwood
, et al.
·
International Conference on Supercomputing
·
8
PDF
Composer: A Search Framework for Hybrid Neural Architecture Design
2025
·
Acun, Bilge
, Sinha, Prasoon
, et al.
·
arXiv (Cornell University)
·
7
PDF
Online scheduling of a fleet of autonomous vehicles using agent-based procurement auctions
2017
·
Meghana Madhyastha
, Sriveda Chevuru Reddy
, et al.
·
IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)
·
7
Geodesic Forests
2020
·
Meghana Madhyastha
, Gongkai Li
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
4
PDF
EvoStore: Towards Scalable Storage of Evolving Learning Models
2024
·
Robert Underwood
, Meghana Madhyastha
, et al.
·
ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC)
·
3
PDF
Towards Decentralized and Sustainable Foundation Model Training with the Edge
2025
·
Leyang Xue
, Meghana Madhyastha
, et al.
·
ACM SIGEnergy Energy Informatics Review
·
2
PDF
Geodesic Learning via Unsupervised Decision Forests
2019
·
Madhyastha, Meghana
, Li, Percy
, et al.
·
arXiv (Cornell University)
·
2
PDF
Recency/Frequency Adaptive KV Caching for Large Language Model Serving
2026
·
Shen, Yang
, Madhyastha, Meghana
, et al.
·
arXiv (Cornell University)
·
1
PDF
On Harnessing Idle Compute at the Edge for Foundation Model Training
2025
·
Leyang Xue
, Meghana Madhyastha
, et al.
·
Workshop on Machine Learning and Systems (EuroMLSys)
·
1
BLOCKSET (Block-Aligned Serialized Trees): Reducing Inference Latency for Tree ensemble Deployment
2021
·
Meghana Madhyastha
, Kunal Lillaney
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
1
A low cost personalised robot language tutor with perceptual and interaction capabilities
2016
·
Meghana Madhyastha
, Dinesh Babu Jayagopi
·
IEEE India Conference
·
1
To 2:4 Sparsity and Beyond: Neuron-level Activation Function to Accelerate LLM Pre-Training
2026
·
Madhyastha, Meghana
, Haziza, Daniel
, et al.
·
arXiv (Cornell University)
PDF
T-Rex (Tree-Rectangles): Reformulating Decision Tree Traversal as Hyperrectangle Enclosure
2024
·
Meghana Madhyastha
, Tamas Budavari
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
Masked Matrix Multiplication for Emergent Sparsity
2024
·
Wheatman, Brian
, Madhyastha, Meghana
, et al.
·
arXiv (Cornell University)
PDF
Understanding Patterns of Deep Learning Model Evolution in Network Architecture Search
2023
·
Robert Underwood
, Meghana Madhyastha
, et al.
·
IEEE International Conference on High Performance Computing, Data, and Analytics
PDF
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment
2020
·
Madhyastha, Meghana
, Lillaney, Kunal
, et al.
·
arXiv (Cornell University)
PDF
知覚と相互作用能力を有する低コスト個別化ロボット言語チュータ【Powered by NICT】
2016
·
Madhyastha Meghana
, Jayagopi Dinesh Babu
·
IEEE Conference Proceedings
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Works count:
19
Citation count:
111
H-index:
5
I10-index:
1
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