Leaderboards/Quantum Computing Algorithms and Architecture

Quantum Computing Algorithms and Architecture

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Oscar Higgott
Google (United States)
2
Simon J. Evered
Harvard University
3
Zebo Yang
Florida Atlantic University
4
Akito Noiri
RIKEN Center for Emergent Matter Science
5
H. Aghaee Rad
Xanadu Quantum Technologies (Canada)
6
David Peral García
Universidad de Salamanca
7
Udara Jayasinghe
University of Strathclyde
8
Nils Quetschlich
Technical University of Munich
9
Sepehr Ebadi
Harvard University
10
Lukas Postler
Universität Innsbruck

Papers

1
Systematic literature review: Quantum machine learning and its applications
Computer Science Review|2024
213 cit.
2
Sparse Blossom: correcting a million errors per core second with minimum-weight matching
Quantum|2025
87 cit.
3
Demonstration of Fault-Tolerant Steane Quantum Error Correction
PRX Quantum|2024
58 cit.
4
Constructions and Performance of Hyperbolic and Semi-Hyperbolic Floquet Codes
PRX Quantum|2024
28 cit.
5
Probing the Kitaev honeycomb model on a neutral-atom quantum computer
Nature|2025
23 cit.
6
Asynchronous entanglement routing for the quantum internet
AVS Quantum Science|2024
22 cit.
7
MQT Predictor: Automatic Device Selection with Device-Specific Circuit Compilation for Quantum Computing
ACM Transactions on Quantum Computing|2024
21 cit.
8
Comparing Natural Language Processing and Quantum Natural Processing approaches in text classification tasks
Expert Systems with Applications|2024
16 cit.
9
Publication in IEEE Communications Magazine (2024) [10 citations, W4403277758]
IEEE Communications Magazine|2024
10 cit.
10
Utilizing Resource Estimation for the Development of Quantum Computing Applications
Unknown Journal|2024
10 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Patrick J. Coles
Los Alamos National Laboratory
2
Tobias Gehring
Technical University of Denmark
3
Ryan Babbush
Google (United States)
4
Carlo Ottaviani
University of York
5
Darius Bunandar
Lightmatter (United States)
6
Soonwon Choi
Harvard University
7
Abhinav Kandala
IBM (United States)
8
Nicholas J. Mayhall
Virginia Tech
9
Stefan Woerner
IBM Research - Zurich
10
Kerem Y. Çamsarı
University of California, Santa Barbara

Papers

1
Evidence for the utility of quantum computing before fault tolerance
Nature|2023
1k cit.
2
Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus
PRX Quantum|2022
582 cit.
3
Generalization in quantum machine learning from few training data
Nature Communications|2022
443 cit.
4
Scalable error mitigation for noisy quantum circuits produces competitive expectation values
Nature Physics|2023
205 cit.
5
Massively parallel probabilistic computing with sparse Ising machines
Nature Electronics|2022
204 cit.
6
Variational Quantum Linear Solver
Quantum|2023
176 cit.
7
Trainability of Dissipative Perceptron-Based Quantum Neural Networks
Physical Review Letters|2022
170 cit.
8
Equivalence of quantum barren plateaus to cost concentration and narrow gorges
Quantum Science and Technology|2022
144 cit.
9
Variational quantum state eigensolver
npj Quantum Information|2022
142 cit.
10
Dynamics of superconducting qubit relaxation times
npj Quantum Information|2022
129 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Seth Lloyd
Massachusetts Institute of Technology
2
Jian-Wei Pan
University of Science and Technology of China
3
Robert Schoelkopf
Yale University
4
Anton Zeilinger
Institute for Quantum Optics and Quantum Information Innsbruck
5
J. I. Cirac
Max Planck Institute of Quantum Optics
6
William K. Wootters
Technion – Israel Institute of Technology
7
P. Zoller
Austrian Academy of Sciences
8
David P. DiVincenzo
RWTH Aachen University
9
Hans J. Briegel
Universität Innsbruck
10
John M. Martinis
University of Wisconsin–Madison

Papers

1
Teleporting an unknown quantum state via dual classical and Einstein-Podolsky-Rosen channels
Physical Review Letters|1993
13.8k cit.
2
Entanglement of Formation of an Arbitrary State of Two Qubits
Physical Review Letters|1998
8.3k cit.
3
Quantum computation with quantum dots
Physical Review A|1998
6.8k cit.
4
Experimental quantum teleportation
Nature|1997
5.5k cit.
5
Mixed-state entanglement and quantum error correction
Physical Review A|1996
5.4k cit.
6
A single quantum cannot be cloned
Nature|1982
5.4k cit.
7
A One-Way Quantum Computer
Physical Review Letters|2001
4.5k cit.
8
Quantum machine learning
Nature|2017
4.4k cit.
9
Strong coupling of a single photon to a superconducting qubit using circuit quantum electrodynamics
Nature|2004
3.8k cit.
10
Quantum Computations with Cold Trapped Ions
Physical Review Letters|1995
3.7k cit.

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