Supun Abeysinghe

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Machine Learning Systems

Aggregate Queries

Higher Order Relations

Top Venues

Proc. ACM Program. Lang.

Publications

Supun Abeysinghe, Anxhelo Xhebraj, Tiark Rompf
Flan: An Expressive and Efficient Datalog Compiler for Program Analysis. Proc. ACM Program. Lang. 8 (POPL) (2024)
Supun Abeysinghe, Tiark Rompf
Rhyme: A Data-Centric Multi-paradigm Query Language Based on Functional Logic Metaprogramming - System Description. FLOPS (2024)
Supun Abeysinghe, Tiark Rompf
Rhyme: A Data-Centric Expressive Query Language for Nested Data Structures. PADL (2024)
Oliver Bracevac, Guannan Wei, Songlin Jia, Supun Abeysinghe, Yuxuan Jiang, Yuyan Bao, Tiark Rompf
Graph IRs for Impure Higher-Order Languages (Technical Report). CoRR (2023)
Oliver Bracevac, Guannan Wei, Songlin Jia, Supun Abeysinghe, Yuxuan Jiang, Yuyan Bao, Tiark Rompf
Graph IRs for Impure Higher-Order Languages: Making Aggressive Optimizations Affordable with Precise Effect Dependencies. Proc. ACM Program. Lang. 7 (OOPSLA2) (2023)
Supun Abeysinghe, Fei Wang, Grégory M. Essertel, Tiark Rompf
Architecting Intermediate Layers for Efficient Composition of Data Management and Machine Learning Systems. CoRR (2023)
Supun Abeysinghe, Qiyang He, Tiark Rompf
Efficient Incrementialization of Correlated Nested Aggregate Queries using Relative Partial Aggregate Indexes (RPAI). SIGMOD Conference (2022)
Nilushan Costa, Malith Jayasinghe, Ajantha S. Atukorale, Supun Abeysinghe, Srinath Perera, Isuru Perera
ADAPT-T: An Adaptive Algorithm for Auto-Tuning Worker Thread Pool Size in Application Servers. ISCC (2019)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR (2019)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection. CoRR (2018)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection. WASSA@EMNLP (2018)
Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR (2018)