8 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.CV2024★ 4 cited
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model
Mingcan Xiang, Steven Jiaxun Tang, Qizheng Yang +2
In the domain of multimedia and multimodal processing, the efficient handling of diverse data streams such as images, video, and sensor data is paramount. Model compression and mul…
cs.DC2024★ 8 cited
Loki: A System for Serving ML Inference Pipelines with Hardware and Accuracy Scaling
Sohaib Ahmad, Hui Guan, Ramesh K. Sitaraman
The rapid adoption of machine learning (ML) has underscored the importance of serving ML models with high throughput and resource efficiency. Traditional approaches to managing inc…
cs.DB2024★ 2 cited
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs
Juelin Liu, Sandeep Polisetty, Hui Guan +1
Graph pattern matching is a fundamental problem encountered by many common graph mining tasks and the basic building block of several graph mining systems. This paper explores for…