A/Prof Renata Borovica-Gajic
Associate Professor, Data Analytics
School of Computing and Information Systems
61 Scholarly works
10 Projects
HIGHLIGHTS
2026
Conference Proceedings
One-for-All Community Search on Unseen Graphs
DOI: 10.1145/3805712.38095942026
Journal article
Toward Drift-Aware Database Benchmarking
DOI: 10.14778/3811243.38112542026
Reference Work
Traffic Simulators
DOI: 10.1007/978-3-319-23519-6_1685-12026
Journal article
PrefaceGeneral Chairs’ Welcome Message
2023
Research grants (other domestic)
From Data to Fast Insights: A Database System for Seamless Data Exploration
2023
Research grants (ARC, NHMRC, MRFF)
From Data to Fast Insights: A Database System for Seamless Data Exploration
2018
Internal Research Grant
Explaining Slow Database Query Response Times Using Machine Learning Techniques
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
LLM-Enhanced Processing of Complex Spatial Queries
DOI: 10.1007/978-981-95-6196-4_242026
Journal article
Scalable Semi-supervised Community Search via Graph Transformer on Attributed Heterogeneous Information Networks
DOI: 10.1609/aaai.v40i17.384852026
Conference Proceedings
CoLSE: A Lightweight and Robust Hybrid Learned Model for Single-Table Cardinality Estimation Using Joint CDF
DOI: 10.1109/ICDE65706.2026.000732026
Conference Proceedings
Generalizable Address-Aware Semantic Prefetching for Scalable Transactional and Analytical Workloads
DOI: 10.1109/ICDE65706.2026.001142026
Conference Proceedings
Advancing Spatial Keyword Queries: From Filters to Unified Vector Embeddings
DOI: 10.1007/978-981-95-6196-4_252026
Conference Proceedings
Benchmarking RL-Enhanced Spatial Indices Against Traditional, Advanced, and Learned Counterparts
DOI: 10.1109/ICDE65706.2026.00050
RECENT PROJECTS
2026
Research grants (other domestic)
Secure Flow of Confidential and Classified Data in AI Systems
2025
Research grants (international)
Institutional Support