Tansu Alpcan
Scholar

Tansu Alpcan

Google Scholar ID: rjrvVq8AAAAJ
Professor, Dept. of EEE, the University of Melbourne
Game theorynetworksmachine learningsecuritypower systems
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Citations & Impact
All-time
Citations
4,347
 
H-index
34
 
i10-index
83
 
Publications
20
 
Co-authors
68
list available
Publications
11 items
Optimal Stopping of Self-Refining Foundation Models
2026
Cited
0
When cheap gradients fail: the measurement cost of attacking quantum classifiers
2026
Cited
0
Fortifying Time Series: DTW-Certified Robust Anomaly Detection
2026
Cited
0
Parameter-efficient Quantum Multi-task Learning
2026
Cited
0
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
Resume
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
9 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
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
Holger Boche
Holger Boche
Technische Universität München
M. Palaniswami
M. Palaniswami
Professor of Electrical Engineering, University of Melbourne, Australia
Benjamin I. P. Rubinstein
Benjamin I. P. Rubinstein
Professor, School of Computing and Information Systems, The University of Melbourne
Quanyan Zhu
Quanyan Zhu
Department of Electrical and Computer Engineering, New York University