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Prasan Yapa

Parafusion: A Large-Scale LLM-Driven English Paraphrase Dataset Infused with High-Quality Lexical and Syntactic Diversity
2024 · Lasal Jayawardena, Prasan Yapa · International Conference on Artificial Intelligence and Big Data (AIBD) · 4
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Advancements in SQL Query Optimization: A Review of Join Order and Index Selection
2025 · Nisuli Hettiarachchi, Prasan Yapa · International Conference on Machine Learning and Intelligent Systems Engineering (MLISE) · 3
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Parameter Efficient Diverse Paraphrase Generation Using Sequence-Level Knowledge Distillation
2024 · Lasal Jayawardena, Prasan Yapa · International Conference on Advancements in Computational Sciences (ICACS) · 3
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License Detection and Accident Prevention System
2022 · P.D.R Dewmin, P.S.H Yapa, et al. · International Conference on Advancements in Computing (ICAC) · 3
Vehicle Insurance Policy Document Summarizer, AI Insurance Agent and On-The-Spot Claimer
2021 · H. T. D. Samarasinghe, N. A. D. M Herath, et al. · IEEE International Conference for Convergence in Technology (I2CT) · 3
OptimAIzerSQL: Optimizing SQL Queries with Heuristic and ML-Based Multi-Agent Systems
2025 · Nisuli Hettiarachchi, Prasan Yapa · International Conference on Machine Learning and Intelligent Systems Engineering (MLISE) · 1
Improving Quality and Domain-Relevancy of Paraphrase Generation with Graph-Based Retrieval Augmented Generation
2024 · Lasal Jayawardena, Prasan Yapa · International Conference on Computing and Artificial Intelligence (ICCAI) · 1
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An Ontological Approach for Understanding Animal Diseases and Their Symptoms
2023 · Viraj Lakshitha Bandara, Prasan Yapa · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · 1
A comprehensive review of attention-based multimodal deep learning techniques for lung cancer diagnosis
2026 · Rumeth Payagalage, Nipuna Senanayake, et al. · Discover Artificial Intelligence
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ConvoDrift: A Multi-Turn Conversational Dataset for Modeling Stylistic Tone Evolution
2026 · Kotalawala, Vihindi, Dilranga, Pamoda, et al. · arXiv (Cornell University)
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FAIRClinical T4.2: A configurable pipeline for mapping unstructured clinical text to OMOP CDM
2026 · Yapa, Prasan, Satagopam, Venkata · Zenodo (CERN European Organization for Nuclear Research)
Legal document summarization: a short review
2026 · Muaadh Nazly, Prasan Yapa · Frontiers in Artificial Intelligence
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Planning and Evaluation Methods in LLM-Based Autonomous Workflow Systems: A Comprehensive Review
2026 · Chanuka Bandara Wessin Arachchillage, Dilini Thamarasee, et al. · Research Square
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Exploring Temporal Amplitude Envelopes for Robust Deepfake Audio Detection
2026 · Nikoya Samaranayake, Prasan Yapa · International Conference on Machine Learning Technologies (ICMLT)
Natural Acne Treatment Remedy Dataset
2026 · Dhanani Sundaram, Sujatha Hewageegana, et al. · Kaggle
Natural Remedy Dataset for Acne Treatment
2026 · Sundaram, Dhanani, Yapa, Prasan · Zenodo (CERN European Organization for Nuclear Research)
Skin Type and Acne Severity Classification using Convolutional Neural Networks for Personalised Skincare
2026 · Dhanani Sundaram, Prasan Yapa · International Conference on Bioinformatics and Computational Biology (ICBCB)
Enhancing LLM-Based Phenotyping via Structured KnowledgeRepresentation and Chain-of-Thought Reasoning on EHR Data
2026 · Association for Artificial Intelligence 2026, Clevorn, Jan, et al. · Underline Science Inc.
DoRA: D ual-encoder Dem o nstration R etriever A rchitecture to Transfer Large Language Models for Depressive Symptom Detection
2025 · Prasan Yapa, Zilu Liang, et al. · ACM Transactions on Computing for Healthcare
CricXpert: a hybrid spatial fusion model for enhanced player recognition
2025 · Nadun Senarathne, Prasan Yapa · International Conference on Image, Video Processing and Artificial Intelligence (IVPAI)
ParaFusion-Extended: Large Scale Paraphrase Dataset Integrating Lexico-Phrasal Knowledge
2024 · Lasal Jayawardena, Prasan Yapa · Mechanisms and machine science
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Works count: 21
Citation count: 19
H-index: 3
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