Murphy Yuezhen Niu

Joined

September 2018

Names

Murphy Yuezhen Niu (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Massachusetts Institute of Technology (mit.edu)

2012 – 2018

Undergrad student

Peking University (pku.edu.cn)

2008 – 2012

Advisors, Relations & Conflicts

Coworker

Lior Horesh

2017 – Present

PhD Advisor

Isaac Chuang

2016 – Present

Expertise

quantum computing

Present

deep learnings

2017 – Present

RNN

2017 – Present

physics behind machine learning

2016 – Present

quantum machine learning

2016 – Present

Publications

KANO: Kolmogorov-Arnold Neural Operator
Jin Lee, Ziming Liu, Xinling Yu, Yixuan Wang, Haewon Jeong, Murphy Yuezhen Niu, Zheng Zhang
- ICLR 2026 Poster
- Readers: Everyone
Beyond Heisenberg Limit Quantum Metrology through Quantum Signal Processing
Yulong Dong, Jonathan Gross, Murphy Yuezhen Niu
- 2022 (modified: 15 Apr 2023)
- CoRR 2022
- Readers: Everyone
Domain-Specific Quantum Architecture Optimization
Wan-Hsuan Lin, Bochen Tan, Murphy Yuezhen Niu, Jason Kimko, Jason Cong
- 2022 (modified: 15 Apr 2023)
- CoRR 2022
- Readers: Everyone
Domain-Specific Quantum Architecture Optimization
Wan-Hsuan Lin, Bochen Tan, Murphy Yuezhen Niu, Jason Kimko, Jason Cong
- 2022 (modified: 15 Apr 2023)
- IEEE J. Emerg. Sel. Topics Circuits Syst. 2022
- Readers: Everyone
Learnability and Complexity of Quantum Samples
Murphy Yuezhen Niu, Andrew M. Dai, Li Li, Augustus Odena, Zhengli Zhao, Vadim Smelyanskyi, Hartmut Neven, Sergio Boixo
- 2020 (modified: 15 Apr 2023)
- CoRR 2020
- Readers: Everyone
TensorFlow Quantum: A Software Framework for Quantum Machine Learning
Michael Broughton, Guillaume Verdon, Trevor McCourt, Antonio J. Martinez, Jae Hyeon Yoo, Sergei V. Isakov, Philip Massey, Murphy Yuezhen Niu, Ramin Halavati, Evan Peters, Martin Leib, Andrea Skolik, Michael Streif, David Von Dollen, Jarrod R. McClean, Sergio Boixo, Dave Bacon, Alan K. Ho, Hartmut Neven, Masoud Mohseni
- 2020 (modified: 15 Apr 2023)
- CoRR 2020
- Readers: Everyone
Recurrent Neural Networks in the Eye of Differential Equations
Murphy Yuezhen Niu, Lior Horesh, Isaac Chuang
- 2019 (modified: 15 Apr 2023)
- CoRR 2019
- Readers: Everyone
Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectroscopy with Deep Evolutionary Algorithm
Murphy Yuezhen Niu, Vadim Smelyanskyi, Paul Klimov, Sergio Boixo, Rami Barends, Julian Kelly, Yu Chen, Kunal Arya, Brian Burkett, Dave Bacon, Zijun Chen, Benjamin Chiaro, Roberto Collins, Andrew Dunsworth, Brooks Foxen, Austin G. Fowler, Craig Gidney, Marissa Giustina, Rob Graff, Trent Huang et al. (13 additional authors not shown)
- 2019 (modified: 15 Apr 2023)
- CoRR 2019
- Readers: Everyone
Quantum simulation from the bottom up: the case of rebits
Dax Enshan Koh, Murphy Yuezhen Niu, Theodore J. Yoder
- 2017 (modified: 15 Apr 2023)
- CoRR 2017
- Readers: Everyone

Co-Authors

View all 68 co-authors