Lixi Zhou
  • Bio
  • Publications
  • Resume
  • Publications
    • ExBoost: Out-of-Box Co-Optimization of Machine Learning and Join Queries
    • Privacy and Accuracy-Aware AI/ML Model Deduplication
    • DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup
    • Serving Deep Learning Models from Relational Databases
    • Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis
    • Benchmark of DNN Model Search at Deployment Time
    • Serving deep learning models with deduplication from relational databases
    • Integration of fast-evolving data sources using a deep learning approach
    • It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing
    • Survive the schema changes: integration of unmanaged data using deep learning
  • Projects
    • Pandas
    • PyTorch
    • scikit-learn
  • Teaching
    • Learn JavaScript
    • Learn Python

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

Jan 1, 2025·
Kanchan Chowdhury
,
Lulu Xie
Lixi Zhou
Lixi Zhou
,
Jia Zou
· 0 min read
Type
Conference paper
Publication
Proceedings of the 30th International Conference on Database Systems for Advanced Applications [DASFAA 2025] (To Appear)
Last updated on Jan 1, 2025
Privacy and Accuracy-Aware AI/ML Model Deduplication Jan 1, 2025 →

© 2025 Lixi Zhou. This work is licensed under CC BY NC ND 4.0

Published with Hugo Blox Builder — the free, open source website builder that empowers creators.