Adaptation of Multivariate Concept to Multi-Way Agglomerative Clustering for Hierarchical Aspect Aggregation. - Tamasha Malepathirana; Rashindrie Perera; Yasasi Abeysinghe; Yumna Albar; Uthayasanker Thayasivam (FLAIRS, 2019)

Amalgamation of General and Domain Specific Word Embeddings for Improved Hierarchical Aspect Aggregation. - Rashindrie Perera; Tamasha Malepathirana; Yasasi Abeysinghe; Yumna Albar; Uthayasanker Thayasivam (ICSC, 2019)

Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data. - Tamasha Malepathirana; Damith A. Senanayake; Vini Gautam; Saman K. Halgamuge (CIBCB, 2021)

Dimensionality reduction for visualizing high-dimensional biological data. - Tamasha Malepathirana; Damith A. Senanayake; Rajith Vidanaarachchi; Vini Gautam; Saman K. Halgamuge (Biosyst., 2022)

Interpretability and accessibility of machine learning in selected food processing, agriculture and health applications. - Nisal Ranasinghe; A. Ramanan; S. Fernando; Pathima Nusrath Hameed; Damayanthi Herath; Tamasha Malepathirana; Ponnuthurai N. Suganthan; M. Niranjan; Saman K. Halgamuge (CoRR, 2022)

NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. - Tamasha Malepathirana; Damith A. Senanayake; Saman K. Halgamuge (ICCV, 2023)

Undercover Deepfakes: Detecting Fake Segments in Videos. - Sanjay Saha; Rashindrie Perera; Sachith Seneviratne; Tamasha Malepathirana; Sanka Rasnayaka; Deshani Geethika; Terence Sim; Saman K. Halgamuge (ICCV (Workshops), 2023)

Neural Networks for High-Dimensional and Continually Generated Data. - Tamasha Malepathirana (2023)

When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. - Haihang Wu; Wei Wang 133; Tamasha Malepathirana; Damith A. Senanayake; Denny Oetomo; Saman K. Halgamuge (AAAI, 2024)

AniFaceDiff: High-Fidelity Face Reenactment via Facial Parametric Conditioned Diffusion Models. - Ken Chen; Sachith Seneviratne; Wei Wang 133; Dongting Hu; Sanjay Saha; Md. Tarek Hasan; Sanka Rasnayaka; Tamasha Malepathirana; Mingming Gong; Saman K. Halgamuge (CoRR, 2024)

TT-MPD: Test Time Model Pruning and Distillation. - Haihang Wu; Wei Wang 133; Tamasha Malepathirana; Sachith Seneviratne; Denny Oetomo; Saman K. Halgamuge (CoRR, 2024)

FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals. - Nisal Ranasinghe; Dzung Do-Ha; Simon Maksour; Tamasha Malepathirana; Sachith Seneviratne; Lezanne Ooi; Saman K. Halgamuge (CoRR, 2025)

AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models. - Ken Chen; Sachith Seneviratne; Wei Wang 133; Dongting Hu; Sanjay Saha; Md. Tarek Hasan; Sanka Rasnayaka; Tamasha Malepathirana; Mingming Gong; Saman K. Halgamuge (Pattern Recognit., 2026)