17 citations · 20 across the 6 of their papers we have counts for
6 papers
Enzyme: Incremental View Maintenance for Data Engineering
Ritwik Yadav, Supun Abeysinghe, Min Yang +16
Materialized views are a core construct in database systems, used to accelerate analytical queries and optimize batch pipelines for extract-transform-load (ETL) workflows. Maintain…
Architecting Intermediate Layers for Efficient Composition of Data Management and Machine Learning Systems
Supun Abeysinghe, Fei Wang, Gregory Essertel +1
Modern data analytics workloads combine relational data processing with machine learning (ML). Most DBMS handle these workloads by offloading these ML operations to external specia…
Graph IRs for Impure Higher-Order Languages (Technical Report)
Oliver Bračevac, Guannan Wei, Songlin Jia +4
This is a companion report for the OOPSLA 2023 paper of the same title, presenting a detailed end-to-end account of the graph IR, at a level of detail beyond a r…
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa +5
People express their opinions and emotions freely in social media posts and online reviews that contain valuable feedback for multiple stakeholders such as businesses and political…
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics
Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa +5
Social media has gained an immense popularity over the last decade. People tend to express opinions about their daily encounters on social media freely. These daily encounters incl…
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa +2
In this paper, we present the system we have used for the Implicit WASSA 2018 Implicit Emotion Shared Task. The task is to predict the emotion of a tweet of which the explicit ment…