A/Prof Renata Borovica-Gajic
ARC DECRA Principal Research Fellow
School of Computing and Information Systems
56 Scholarly works
9 Projects
HIGHLIGHTS
2026
Book Chapter
Traffic Simulators
DOI: 10.1007/978-3-319-23519-6_1685-12026
Journal article
PrefaceGeneral Chairs’ Welcome Message
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.v40i17.384852023
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
Advancing Spatial Keyword Queries: From Filters to Unified Vector Embeddings
DOI: 10.1007/978-981-95-6196-4_252025
Conference Proceedings
TrajNS: Numerical and Semantic Modeling Framework for Realistic and Controllable Trajectory Generation
DOI: 10.1145/3748636.37627462025
Journal article
AgentTune: An Agent-Based Large Language Model Framework for Database Knob Tuning
DOI: 10.1145/37697582025
Conference Proceedings
ExplorAct: Context-Aware Next Action Recommendations for Interactive Data Exploration
DOI: 10.1145/3746252.37612572025
Journal article
Adaptive anchor-based attention networks for large-scale sparse bipartite graph embedding
DOI: 10.1016/j.knosys.2025.1142422025
Conference Proceedings
Eighth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM)
DOI: 10.1145/3722212.3724482
RECENT PROJECTS
2026
Research grants (other domestic)
Secure Flow of Confidential and Classified Data in AI Systems
2025
Research grants (international)
Institutional Support