A collection of database industrial techniques and optimization approaches of database operations. - Jasper Kyle Catapang (CoRR, 2018)

k-Nearest Neighbor Optimization via Randomized Hyperstructure Convex Hull. - Jasper Kyle Catapang (CoRR, 2019)

A Bilingual Chatbot Using Support Vector Classifier On an Automatic Corpus Engine Dataset. - Jasper Kyle Catapang; Geoffrey A. Solano; Nathaniel Oco (ICAIIC, 2020)

A Floyd-Warshall-Based Reoptimization of Q Matrix on the Single DVRPPD with On-Demand Cancellations. - Jasper Kyle Catapang; Geoffrey A. Solano (ICTC, 2021)

Identification and Analysis of COVID-19-related Misinformation Tweets via Kullback-Leibler Divergence for Informativeness and Phraseness and Biterm Topic Modeling. - Thomas Daniel S. Clamor; Geoffrey A. Solano; Nathaniel Oco; Jasper Kyle Catapang; Jerome V. Cleofas; Iris Thiele Isip-Tan (ICAIIC, 2022)

Optimizing Speed and Accuracy Trade-off in Machine Learning Models via Stochastic Gradient Descent Approximation. - Jasper Kyle Catapang (ISCMI, 2022)

Hadamard Estimated Attention Transformer (HEAT): Fast Approximation of Dot Product Self-attention for Transformers Using Low-Rank Projection of Hadamard Product. - Jasper Kyle Catapang (ISCMI, 2022)

Topic Modeling, Clade-assisted Sentiment Analysis, and Vaccine Brand Reputation Analysis of COVID-19 Vaccine-related Facebook Comments in the Philippines. - Jasper Kyle Catapang; Jerome V. Cleofas (ICSC, 2022)

Parallel Corpus Curation for Filipino Text-to-SQL Semantic Parsing. - Christalline Joie Borjal; Moses Visperas; Aunhel John Adoptante; Ma. Teresita Abia; Jasper Kyle Catapang; Elmer C. Peramo (ICAIIC, 2023)

On Modern Text-to-SQL Semantic Parsing Methodologies for Natural Language Interface to Databases: A Comparative Study. - Moses Visperas; Aunhel John Adoptante; Christalline Joie Borjal; Ma. Teresita Abia; Jasper Kyle Catapang; Elmer C. Peramo (ICAIIC, 2023)

Improving Detection of Diabetic Retinopathy in Low-Resolution Images via Latent Diffusion. - Jasper Kyle Catapang; Darby E. Santiago; Iris Thiele Isip-Tan (MIPR, 2023)

Explaining Bias in Internal Representations of Large Language Models via Concept Activation Vectors. - Jasper Kyle Catapang (NLDB (1), 2025)

Can we repurpose multiple-choice question-answering models to rerank retrieved documents? - Jasper Kyle Catapang (CoRR, 2025)