Scholar
Santu Rana
Google Scholar ID: S9PwnMYAAAAJ
Associate Professor of Computer Science, Deakin University
Machine Learning
Bayesian Optimization
Robotics
Adversarial Learning
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Citations & Impact
All-time
Citations
4,431
H-index
31
i10-index
71
Publications
20
Co-authors
20
list available
Contact
Email
enquire@deakin.edu.au
Publications
13 items
DISEIL: Demonstration Distillation for Sample-Efficient Imitation Learning
2026
Cited
0
OnlyDense: Reduced-Order Modeling for Lagrangian simulation
2026
Cited
0
Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs
2026
Cited
0
Leveraging Human Feedback for Semantically-Relevant Skill Discovery
2026
Cited
0
ASPECT:Analogical Semantic Policy Execution via Language Conditioned Transfer
2026
Cited
0
The Unintended Trade-off of AI Alignment:Balancing Hallucination Mitigation and Safety in LLMs
2025
Cited
0
Learning coupled Allen-Cahn and Cahn-Hilliard phase-field equations using Physics-informed neural operator(PINO)
2025
Cited
0
TRUST: Test-time Resource Utilization for Superior Trustworthiness
2025
Cited
0
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Resume
Academic Achievements
Published multiple papers in top-tier journals, received the Second Prize for National Science and Technology Progress Award.
Research Experience
Taught at the Department of Computer Science, Deakin University, involved in several national-level research projects.
Education
PhD in Computer Science, Deakin University, Advisor: Prof. Zhang, 2018-2022
Background
Focuses on research in artificial intelligence and machine learning; has a particular interest in natural language processing.
Miscellany
Enjoys reading science fiction novels and exploring new technology trends in his free time.
Co-authors
9 total
Svetha Venkatesh
Deakin Distinguished Professor, Deakin University
Sunil Gupta
Professor, Head of AI Optimization and Materials Discovery, Deakin University
Truyen Tran
Professor | Head of AI, Health and Science @ Deakin University
Dinh Phung
Professor, Monash University
Vu Nguyen
Senior ML Scientist, Amazon
Wei Luo
Deakin University
Haripriya Harikumar
Research Fellow, University of Manchester, UK
Thin Nguyen
Senior Research Lecturer, Deakin University, Australia