| 2025 | ISCAS | FPGA-Based Hardware Architecture for Sequence Alignment by Genetic Algorithm. | Laura H. Garcia, Arkan Alkamil, Mokhles A. Mohsin, Johannes Menzel, Darshika G. Perera |
| 2023 | ISCAS | Edge Computing-based Adaptive Machine Learning Model for Dynamic IoT Environment. | Muhammad Arif, Darshika G. Perera |
| 2023 | ISCAS | Optimizing Density-Based Ant Colony Stream Clustering Using FPGA-Based Hardware Accelerator. | Jeremy R. Graf, Darshika G. Perera |
| 2023 | ISCAS | A Systolic Array Architecture for SVM Classifier for Machine Learning on Embedded Devices. | Srikanth Ramadurgam, Darshika G. Perera |
| 2020 | ISCAS | A Quad Joint Relational Feature for 3D Skeletal Action Recognition with Circular CNNs. | P. V. V. Kishore, Darshika G. Perera, Maddala Teja Kiran Kumar, Dande Anil Kumar, Kiran Kumar Eepuri |
| 2020 | ISCAS | An Optimized FPGA-Based Hardware Accelerator for Physics-Based EKF for Battery Cell Management. | Anne K. Madsen, Michael Scott Trimboli, Darshika G. Perera |
| 2009 | DASC | Similarity Computation Using Reconfigurable Embedded Hardware. | Darshika G. Perera, Kin Fun Li |
| 2008 | AINA | Parallel Computation of Similarity Measures Using an FPGA-Based Processor Array. | Darshika G. Perera, Kin Fun Li |
| 2007 | AINA | An Investigation of Chip-Level Hardware Support for Web Mining. | Kin Fun Li, Darshika G. Perera |