Learning Tabular Embeddings at Web Scale. - Sophie Pavia; Montasir Shams; Rituparna Khan; Anna Pyayt; Michael N. Gubanov (IEEE BigData, 2021)

Towards Unveiling Dark Web Structured Data. - Montasir Shams; Sophie Pavia; Rituparna Khan; Anna Pyayt; Michael N. Gubanov (IEEE BigData, 2021)

Visualizing and Querying Large-scale Structured Datasets by Learning Multi-layered 3D Meta-Profiles. - Michael N. Gubanov; Anna Pyayt; Sophie Pavia (IEEE Big Data, 2022)

Leveraging Scalable Profiling to Learn and Visualize the Latest Trustworthy COVID-19 Medical Research Findings. - Michael N. Gubanov; Sophie Pavia; Anna Pyayt; William Goble (CIKM, 2022)

Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment. - Sophie Pavia; Rituparna Khan; Anna Pyayt; Michael N. Gubanov (SIGMOD Conference, 2022)

Designing Equitable Transit Networks. - Sophie Pavia; Juan Carlos Martínez Mori; Aryaman Sharma; Philip Pugliese; Abhishek Dubey; Samitha Samaranayake; Ayan Mukhopadhyay (CoRR, 2022)

Hybrid Metadata Classification in Large-scale Structured Datasets. - Sophie Pavia; Nickolas Piraino; Kazi Islam 002; Anna Pyayt; Michael N. Gubanov (J. Data Intell., 2022)

Learning Circular Tabular Embeddings for Heterogeneous Large-scale Structured Datasets. - Michael N. Gubanov; Anna Pyayt; Sophie Pavia (DOLAP, 2023)

SmartTransit.AI: A Dynamic Paratransit and Microtransit Application. - Sophie Pavia; David Rogers; Amutheezan Sivagnanam; Michael Wilbur; Danushka Edirimanna; Youngseo Kim; Ayan Mukhopadhyay; Philip Pugliese; Samitha Samaranayake; Aron Laszka; Abhishek Dubey (IJCAI, 2024)

Deploying Mobility-On-Demand for All by Optimizing Paratransit Services. - Sophie Pavia; David Rogers; Amutheezan Sivagnanam; Michael Wilbur; Danushka Edirimanna; Youngseo Kim; Philip Pugliese; Samitha Samaranayake; Aron Laszka; Ayan Mukhopadhyay; Abhishek Dubey (IJCAI, 2024)

PDPTW-DB: MILP-Based Offline Route Planning for PDPTW with Driver Breaks. - Agrima Khanna; Fangqi Liu 001; Samir Gupta; Sophie Pavia; Ayan Mukhopadhyay; Abhishek Dubey (ICDCN, 2025)