Scholar
Lixi Zhou
Google Scholar ID: lbNW2jUAAAAJ
Arizona State University
Citations & Impact
Citations
57
H-index
4
i10-index
1
Publications
11
Co-authors
4
list available
Publications
Resume (English only)
Academic Achievements
- Publications: 1. ExBoost: Out-of-Box Co-Optimization of Machine Learning and Join Queries (DASFAA 2025, To Appear); 2. Privacy and Accuracy-Aware AI/ML Model Deduplication (SIGMOD 2025, To Appear); 3. DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup (ICDE 2024); 4. Serving Deep Learning Models from Relational Databases (EDBT 2024); 5. Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis (SSDBM 2023).
Research Experience
- Conducted research under the guidance of Dr. Jia Zou during his Ph.D. studies; Contributed to the open-sourced deep learning compiler ONNX-MLIR during an internship; Gained experience in privacy-preserving research.
Education
- Ph.D. in Computer Engineering, Arizona State University, Advisor: Dr. Jia Zou; M.S. in Computer Systems Engineering - Software Design, Northeastern University; Bachelor of Engineering in Measurement & Control Technology and Instrument, Central South University.
Background
- Research Interests: At the intersection of AI/ML and database management systems, with a focus on co-optimizing the database queries that are nested with model inference; Areas of expertise: Database Systems, Data Integration, Artificial Intelligence, Deep Learning Compiler, Privacy Preserving.
Miscellany
- Interests: Not provided
