Publications

Hong Guan, Lei Yu, Lixi Zhou, Li Xiong, Kanchan Chowdhury, Lulu Xie, Xusheng Xiao, Jia Zou (2025). Privacy and Accuracy-Aware AI/ML Model Deduplication. Proceedings of the International Conference on Management of Data [SIGMOD 2025] (To Appear).

Kanchan Chowdhury, Lulu Xie, Lixi Zhou, Jia Zou (2025). ExBoost: Out-of-Box Co-Optimization of Machine Learning and Join Queries. Proceedings of the 30th International Conference on Database Systems for Advanced Applications [DASFAA 2025] (To Appear).

Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Others (2024). Serving Deep Learning Models from Relational Databases. Advances in Database Technology-EDBT [EDBT 2024].

Lixi Zhou, K Selçuk Candan, Jia Zou (2024). DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup. 2024 IEEE 40th International Conference on Data Engineering (ICDE) [ICDE 2024].

Lixi Zhou, Lei Yu, Jia Zou, Hong Min (2023). Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis. Proceedings of the 35th International Conference on Scientific and Statistical Database Management [SSDBM 2023].

Lixi Zhou, Jiaqing Chen, Amitabh Das, Hong Min, Lei Yu, Ming Zhao, Jia Zou (2022). Serving deep learning models with deduplication from relational databases. Proceedings of the VLDB Endowment [VLDB 2022].

Lixi Zhou, Arindam Jain, Zijie Wang, Amitabh Das, Yingzhen Yang, Jia Zou (2022). Benchmark of DNN Model Search at Deployment Time. Proceedings of the 34th International Conference on Scientific and Statistical Database Management [SSDBM 2022].

Zijie Wang, Lixi Zhou, Amitabh Das, Valay Dave, Zhanpeng Jin, Jia Zou (2020). Survive the schema changes: integration of unmanaged data using deep learning. arXiv preprint arXiv:2010.07586.

Lixi Zhou, Zijie Wang, Amitabh Das, Jia Zou (2020). It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing. arXiv preprint arXiv:2010.09474.

Zijie Wang, Lixi Zhou, Jia Zou (2020). Integration of fast-evolving data sources using a deep learning approach. Software Foundations for Data Interoperability and Large Scale Graph Data Analytics: 4th International Workshop, SFDI 2020, and 2nd International Workshop, LSGDA 2020, held in Conjunction with VLDB 2020, Tokyo, Japan, September 4, 2020, Proceedings 4 [SFDI 2020].