Scholar
Mile Gu
Google Scholar ID: ZBDAby4AAAAJ
Associate Professor and Deputy Director, Nanyang Quantum Hub, Nanyang Technological University
Quantum Information
Complexity Science
Quantum Computing
Quantum AI
Quantum Thermodynamics
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Citations & Impact
All-time
Citations
6,299
H-index
33
i10-index
73
Publications
20
Co-authors
39
list available
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CV
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Publications
4 items
Reinforcement learning for quantum processes with memory
2026
Cited
0
Quantum state-agnostic work extraction (almost) without dissipation
2025
Cited
0
Near-Term Pseudorandom and Pseudoresource Quantum States
2025
Cited
0
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
Developed theory and experiment demonstrating quantum discord as a quantum resource (Nature Physics 8, 671–675), featured in Nature Photonics
Showed that the simplest models for nearly any stochastic process are inherently quantum (Nature Communications 3, 762)
Pioneered continuous-variable cluster-state quantum computation (Phys. Rev. Lett. 97, 110501)
Proved equivalence between optimal quantum algorithms and geodesic free-fall in a suitable metric (Science, 311, 1133–1135, 2006)
Provided evidence for emergent physical laws not derivable from fundamental laws (Physica D 238, 835–839), highlighted by Nature and New Scientist
Published a joint framework for virtual quantum resource distillation in Phys. Rev. Lett. 132, 050203
Awarded a SGD 3 million grant on Quantum Enhanced Intelligence
Work on quantum-enhanced dimensional reduction published in Nature Communications and featured as a CQT Highlight
Background
Faculty member at the Complexity Institute, School of Physical and Mathematical Sciences, Nanyang Technological University
Holds a joint appointment at the Centre for Quantum Technologies, National University of Singapore
Primary research interests lie at the intersection of physics, computation, and complexity science
Focuses on exploiting quantum mechanics to construct minimal simulators of complex physical processes
Aims to characterize non-classical correlations as resources for quantum speed-up
Co-authors
39 total
Co-author 1
Co-author 2
Co-author 3
Syed M Assad
Australian National University
Co-author 5
Co-author 6
Ping Koy LAM
A*STAR Chief Quantum Scientist, Quantum Innovation Centre (Q.InC)
Thomas Joseph Elliott
DKO Fellow, University of Manchester
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