Publications

INFERF: Declarative Factorization of AI/ML Inferences over Joins

To Appear in ACM SIGMOD International Conference on Management of Data 2026

Kanchan Chowdhury, Lixi Zhou, Lulu Xie, Xinwei Fu, Jia Zou

Preprint Link: Here

Privacy and Accuracy-Aware AI/ML Model Deduplication

Published in ACM SIGMOD International Conference on Management of Data 2025

Hong Guan, Lixi Zhou, Lei Yu, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou

Publication Link: Here

ExBoost: Out-of-Box Co-Optimization of Machine Learning and Join Queries

Published in the 30th International Conference on Database Systems for Advanced Applications (DASFAA) 2025

Kanchan Chowdhury, Lulu Xie, Lixi Zhou, Jia Zou

Preprint Link: Here

Declarative Privacy-Preserving Inference Queries

Published in the 30th International Conference on Database Systems for Advanced Applications (DASFAA) 2025

Hong Guan, Ansh Tiwari, Summer Gautier, Rajan Hari Ambrish, Lixi Zhou, Deepti Gupta, Yancheng Wang, Yingzhen Yang, Chaowei Xiao, Kanchan Chowdhury, Jia Zou

Preprint Link: Here

Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI

Published in the IEEE 40th International Conference on Data Engineering (ICDE) 2024

Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

Serving Deep Learning Models from Relational Databases

Published in the 27th International Conference on Extending Database Technology (EDBT) 2024

Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou

Publication Link: Here

A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework

Published in the ACM SIGMOD International Conference on Management of Data 2023

Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Visit ACM or Download

GeoTorch: A Spatiotemporal Deep Learning Framework

Published in the 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 2022

Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets

Published in the 38th International Conference on Data Engineering (ICDE) 2022

Kanchan Chowdhury, Venkata VamsiKrishna Meduri, Mohamed Sarwat

Publication Link: Here

Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query From the Future

Published in the ACM Transactions on Database Systems (ACM TODS), 2021

Venkata VamsiKrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization dashboards

Published in the International Conference on Very Large Databases (VLDB), 2020

Jia Yu, Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction

Published in the 22nd International Conference on Extending Database Technology (EDBT), 2019

Venkata VamsiKrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat

Publication Link: Here

A fuzzy features based online handwritten Bangla word recognition framework

Published in the 18th International Conference on Computer and Information Technology (ICCIT), 2015

Kanchan Chowdhury, Lamia Alam, Shyla Sarmin, Safayet Arefin, Mohammed Moshiul Hoque

Publication Link: IEEE

Finding, Counting, and Highlighting all Triangles in Large Graphs

Published in the International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST), 2019

Md. Ashraf Uddin, Kanchan Chowdhury, Liton Kumar Ray

Publication Link: IEEE