I am an assistant professor (tenure-track) at the School of Artificial Intelligence, Wuhan University. I am also a member of the National Center for Applied Mathematics in Hubei and Hubei Key Laboratory of Computational Science.
My office is Leijun Science and Technology Building 722.
From November 2020 to August 2022, I was a designated assistant professor (tokunin-jokyo, 特任助教) at Graduate School of Mathematics, Nagoya university. I was part of the QLEAP theory group lead by Professor François Le Gall.
From June 2018 to June 2020, I was a Postdoctoral researcher at Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands, supervised by Prof. Ronald de Wolf and Dr. Michael Walter. I was also affiliated with the Research Center for Quantum Software (QuSoft).
I received my Ph.D. from Centre for Quantum Software and Information (QSI), University of Technology Sydney (UTS), supervised by Prof. Runyao Duan and Dr. Youming Qiao (and informally co-advised by Prof. Andreas Winter). Before that, I received my B.Sc. (with Hongyi honor) in 2014 from School of Mathematics and Statistics, Wuhan University.
Ph.D. in Quantum Information, 2018
University of Technology Sydney, Australia
B.Sc. in Mathematics, 2014
Wuhan University, China
Exchange student, 2013
Utrecht University, the Netherlands
[Oct. 2025] New paper posted: Near-optimal Prediction Error Estimation for Quantum Machine Learning Models.
[Jul. 2025] New paper posted: Online Quantum State Tomography via Stochastic Gradient Descent.
[Apr. 2025] Our paper On linear-algebraic notions of expansion has been accepted for publication in Theory of Computing.
[Mar. 2025] New paper posted: On average orders of automorphism groups of bilinear maps over finite fields.
[Sep. 2024] Our paper: Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits has been accepted for publication in NeurIPS 2024 (Spotlight).
[Jun. 2024] New paper posted: Quantum Compiling with Reinforcement Learning on a Superconducting Processor.
[Oct. 2023] New paper posted: Dynamic quantum circuit compilation, joint with Kun Fang, Munan Zhang, Ruqi Shi.
[Oct. 2023] Together with Yunfeng Xiong and Yingzhou Li, we oganize a mini-symposium “High-dimensional problems and quantum computing” at the CSIAM Annual Meeting 2023.
[Oct. 2023] New paper posted: Provable Advantage of Parameterized Quantum Circuit in Function Approximation, joint with Zhan Yu, Qiuhao Chen, Yuling Jiao, Xiliang Lu, Xin Wang, Jerry Zhijian Yang.
[Jan. 2023] Our paper Connections between graphs and matrix spaces has been accepted for publication in Israel Journal of Mathematics.
Near-optimal Prediction Error Estimation for Quantum Machine Learning Models
Qiuhao Chen, Yuling Jiao, Y. L., Xiliang Lu, Jerry Zhijian Yang
ArXiv: 2510.18208, 2025
Online Quantum State Tomography via Stochastic Gradient Descent
Jian-Feng Cai, Yuling Jiao, Y. L., Xiliang Lu, Jerry Zhijian Yang, Juntao You
ArXiv: 2507.07601, 2025
On linear-algebraic notions of expansion
Y. L., Youming Qiao, Avi Wigderson, Yuval Wigderson, Chuanqi Zhang
In Theory of Computing, 2025
ArXiv:2212.13154, ECCC-TR23-004
On average orders of automorphism groups of bilinear maps over finite fields
Markus Bläser, Y. L., Youming Qiao, Alexander Rogovskyy
arXiv:2503.07299, 2025
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
Zhan Yu, Qiuhao Chen, Yuling Jiao, Y. L., Xiliang Lu, Xin Wang, Jerry Zhijian Yang
In Advances in Neural Information Processing Systems 37 (Spotlight), 2024
ArXiv: 2310.07528
Dynamic quantum circuit compilation
Kun Fang, Munan Zhang, Ruqi Shi, Y. L.
ArXiv: 2310.2310.11021, 2023
Connections between graphs and matrix spaces
Y. L., Youming Qiao, Avi Wigderson, Yuval Wigderson, Chuanqi Zhang
arXiv:2206.04815, 2023
In Israel Journal of Mathematics
On a tracial version of Haemers bound
Li Gao, Sander Gribling, Y. L.
arXiv:2107.02567, 2021
In IEEE Transactions on Information Theory
Quantum algorithms for matrix scaling and matrix balancing
Joran van Apeldoorn, Sander Gribling, Y. L., Harold Nieuwboer, Michael Walter, Ronald de Wolf
arXiv:2011.12823, 2020
In 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021).
Quantum asymptotic spectra of graphs and non-commutative graphs, and quantum Shannon capacities
Y. L., Jeroen Zuiddam
arXiv:1810.00744, 2018
In IEEE Transactions on Information Theory
Interior-point methods for unconstrained geometric programming and scaling problems
Peter Bürgisser, Y. L., Harold Nieuwboer, Michael Walter
arXiv: 2008.12110, 2020
The Haemers bound of noncommutative graphs.
Sander Gribling, Y. L.
arXiv: 2002.02743, 2020
In IEEE Journal on Selected Areas in Information Theory
Improved Algorithms for Alternating Matrix Space Isometry: from Theory to Practice
Peter A. Brooksbank, Y. L., Youming Qiao, James B. Wilson
The results appear in Section 6 of [4]
In proceedings of the European Symposium on Algorithms (ESA2020)
Group-theoretic generalisations of vertex and edge connectivities
Y. L., Youming Qiao
arXiv: 1906.07948, 2019
In Proceedings of the American Mathematical Society
Incorporating Weisfeiler-Leman into algorithms for group isomorphism
Peter A. Brooksbank, Joshua A. Grochow, Y. L., Youming Qiao, James B. Wilson
arXiv: 1905.02518, 2019
A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization
Zhihuai Chen, Y. L., Xiaoming Sun, Pei Yuan, Jialin Zhang
In proceedings of 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019
On a tracial version of Haemers bound. [Video][Slides]
Beyond IID in Information Theory 9.
Asian Quantum Information Science Conference (AQIS 2021).
SIAM Conference on Optimization (OP21).
Improved Algorithms for Alternating Matrix Space Isometry: from Theory to Practice. [Video] [Slides]
European Symposium on Algorithms, 2020.
The Haemers bound of graphs and noncommutative graphs, and quantum Shannon capacities. [Slides]
Centre for the Mathematics of Quantum Theory (QMATH), University of Copenhagen, 2020.
The Haemers bound of noncommutative graphs. [Slides] [Video]
23rd Annual Conference on Quantum Information Processing, Shenzhen, 2020.
Bipartite perfect matching, (non-)commutative Rank, and entanglement transformation. [Slides]
Applied Math Youth Forum, Peking University, 2020.
Average-case algorithm for testing pseudo-isometry of alternating matrix tuples. [Slides]
School of Mathematics, Statistics & Applied Mathematics, NUI Galway, 2019.