Kanchan Chowdhury

15 papers A* 2B 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CACTUSDB: Unlock Co-Optimization Opportunities for SQL and AI/ML Inferences.
CoRR
Lixi Zhou, Kanchan Chowdhury, Lulu Xie, Jaykumar Tandel, Hong Guan, Zhiwei Fan, Xinwei Fu, Jia Zou
2026 J jnl
Natural Language Interfaces for Spatial and Temporal Databases: A Comprehensive Overview of Methods, Taxonomy, and Future Directions.
CoRR
Samya Acharja, Kanchan Chowdhury
2025 — conf
Declarative Privacy-Preserving Inference Queries.
DASFAA (6)
Hong Guan, Ansh Tiwari, Summer Gautier, Rajan Hari Ambrish, Lixi Zhou, Yancheng Wang, Deepti Gupta, Yingzhen Yang, Chaowei Xiao, Kanchan Chowdhury, Jia Zou
2025 J jnl
InferF: Declarative Factorization of AI/ML Inferences over Joins.
CoRR
Kanchan Chowdhury, Lixi Zhou, Lulu Xie, Xinwei Fu, Jia Zou
2025 J jnl
Privacy and Accuracy-Aware AI/ML Model Deduplication.
CoRR
Hong Guan, Lei Yu, Lixi Zhou, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou
2025 J jnl
Privacy and Accuracy-Aware AI/ML Model Deduplication.
Proc. ACM Manag. Data
Hong Guan, Lei Yu, Lixi Zhou, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou
2024 A* conf
Deep Learning with Spatiotemporal Data: A Deep Dive into GeotorchAI.
ICDE
Kanchan Chowdhury, Mohamed Sarwat
2024 B conf
Serving Deep Learning Models from Relational Databases.
EDBT
Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre E. Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou
2023 — conf
A Demonstration of GeoTorchAI: A Spatiotemporal Deep Learning Framework.
SIGMOD Conference Companion
Kanchan Chowdhury, Mohamed Sarwat
2022 A* conf
A Machine Learning-Aware Data Re-partitioning Framework for Spatial Datasets.
ICDE
Kanchan Chowdhury, Venkata Vamsikrishna Meduri, Mohamed Sarwat
2022 — conf
GeoTorch: a spatiotemporal deep learning framework.
SIGSPATIAL/GIS
Kanchan Chowdhury, Mohamed Sarwat
2021 J jnl
Evaluating Deep Learning in SystemML using Layer-wise Adaptive Rate Scaling(LARS) Optimizer.
CoRR
Kanchan Chowdhury, Ankita Sharma, Arun Deepak Chandrasekar
2021 J jnl
Evaluation of Machine Learning Algorithms in Predicting the Next SQL Query from the Future.
ACM Trans. Database Syst.
Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat
2020 J jnl
Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards.
Proc. VLDB Endow.
Jia Yu, Kanchan Chowdhury, Mohamed Sarwat
2019 B conf
Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction.
EDBT
Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat