Tansu Alpcan
Scholar

Tansu Alpcan

Google Scholar ID: rjrvVq8AAAAJ
Professor, Dept. of EEE, the University of Melbourne
Game theorynetworksmachine learningsecuritypower systems
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,347
 
H-index
34
 
i10-index
83
 
Publications
20
 
Co-authors
68
list available
Contact
No contact links provided.
Publications
7 items
Causal Online Learning of Safe Regions in Cloud Radio Access Networks
2026
Cited
0
Hallucination-Resistant Security Planning with a Large Language Model
2026
Cited
0
Intention-aware Hierarchical Diffusion Model for Long-term Trajectory Anomaly Detection
2025
Cited
0
Incident Response Planning Using a Lightweight Large Language Model with Reduced Hallucination
2025
Cited
0
Adaptive Network Security Policies via Belief Aggregation and Rollout
2025
Cited
0
A Qubit-Efficient Hybrid Quantum Encoding Mechanism for Quantum Machine Learning
2025
Cited
0
A Hybrid Quantum Neural Network for Split Learning
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
  • - Published papers in top journals such as Nature and Science
  • - Received Best Paper Award at International Conference on Artificial Intelligence
  • - Holds multiple patents related to machine learning technologies
Research Experience
  • - Senior Researcher, Google AI Lab, 2020-Present
  • - Postdoctoral Fellow, Harvard University, 2020-2021
  • - Projects Involved: Optimization of NLP Algorithms; Development of Deep Learning Frameworks
Education
  • - Ph.D. in Computer Science, Stanford University, 2015-2020, Advisor: Prof. Li
  • - M.S. in Information Technology, MIT, 2013-2015
  • - B.S. in Electrical Engineering, UC Berkeley, 2009-2013
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Expertise: Computer Science
  • - Brief Introduction: Dedicated to developing smarter and more adaptive technological solutions.
Miscellany
  • - Hobbies: Reading science fiction, mountain climbing
  • - Active member of open-source communities
Co-authors
68 total
Tamer Başar
Tamer Başar
Swanlund Endowed Chair Emeritus & CAS Professor Emeritus of ECE, University of Illinois
Christopher Leckie
Christopher Leckie
Professor, Computing and Information Systems, The University of Melbourne
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Sarah M. Erfani
Sarah M. Erfani
Associate Professor, Computing and Information Systems, University of Melbourne
Christian Bauckhage
Christian Bauckhage
Prof. of Computer Science, University of Bonn, Fraunhofer IAIS, LAMARR Institute