+86 (0)10 6276-6141
tongyangli
Room 103-1, Courtyard No.5, Jingyuan
Quantum Algorithms Design for Machine Learning and Optimization, Quantum Query Complexity, Quantum Simulation, Quantum Walks https://www.tongyangli.comBio-Sketch
Dr. Tongyang Li joined Peking University in July 2021 and is currently an assistant professor at Center on Frontiers of Computing Studies, Peking University. Previously he was a postdoctoral associate at the Center for Theoretical Physics, Massachusetts Institute of Technology. He received Master and Ph.D. degrees from the Department of Computer Science, University of Maryland in 2018 and 2020, respectively. He received Bachelor of Engineering from Institute for Interdisciplinary Information Sciences, Tsinghua University and Bachelor of Science from Department of Mathematical Sciences, Tsinghua University, both in 2015. Dr. Tongyang Li's research focuses on designing quantum algorithms for machine learning and optimization, as well as performing quantum algorithms on current noisy, intermediate-scale quantum devices (NISQ). He has published more than 30 papers at Journal of the ACM, Physical Review Letters, IEEE Transactions on Information Theory, STOC, ICML, NeurIPS, AAAI, and other top venues. He has 8 contributed talks at QIP. He served as an editor for the journal Quantum, and PC member/area chairs of AQIS 2021, TQC 2022, QCTIP 2022, QIP 2023, ICLR 2024, NeurIPS 2024 conferences. He received Outstanding Reviewer Award from ICML 2020 and ICML 2022.
Research Lab
Name
Laboratory for Quantum Algorithms: Theory and Practice (QUARK Lab)
Introduction
The Laboratory for Quantum Algorithms, Theory and Practice (QUARK Lab) was established by Dr. Tongyang Li in 2021. QUARK Lab studies algorithms on quantum computers, focusing on the advantages of solving machine learning, optimization, statistics, number theory, graph theory, and many other problems on quantum computers compared to classical counterparts. QUARK Lab also studies quantum algorithms on noisy, intermediate-scale (NISQ) quantum computers.
Link
https://cfcs.pku.edu.cn/english/research/researchlabs/240432.htm