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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Homepage
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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
9 items
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
MAGIK: Mapping to Analogous Goals via Imagination-enabled Knowledge Transfer
2025
Cited
0
Improving Multilingual Language Models by Aligning Representations through Steering
2025
Cited
0
Human-Aligned Skill Discovery: Balancing Behaviour Exploration and Alignment
2025
Cited
0
Personalisation via Dynamic Policy Fusion
International Conference on Human-Agent Interaction · 2024
Cited
1
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Resume (English only)
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
20 total
Svetha Venkatesh
Deakin Distinguished Professor, Deakin University
Sunil Gupta
Professor, Head of AI Optimization and Materials Discovery, Deakin University
Co-author 3
Truyen Tran
Professor | Head of AI, Health and Science @ Deakin University
Co-author 5
Dinh Phung
Professor, Monash University
Vu Nguyen
Senior ML Scientist, Amazon
Wei Luo
Deakin University
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