About Me
I am Ge Yan (严格), currently a Postdoctoral Researcher at Nanyang Technological University (NTU), Singapore. My research interests lie at the fascinating intersection of Artificial Intelligence (AI) and Quantum Computing. In particular, my work primarily focuses on the synergy of machine learning algorithms and Quantum Error Correction (QEC) to build fault-tolerant quantum systems.
Before joining NTU, I obtained my Ph.D. degree from Shanghai Jiao Tong University (SJTU) in 2025, where I was fortunate to be advised by Prof. Junchi Yan. Prior to that, I received my Bachelor's degree from the ACM Honors Class at Shanghai Jiao Tong University in 2020.
🔥 Opening Positions
I currently work closely with Dr. Yuxuan Du, Assistant Professor at NTU. We are actively seeking highly motivated Postdoc colleagues, Ph.D. students, and interns who share a passion for AI + Quantum. If you are interested in joining us, please feel free to drop me or Dr. Du an email with your CV!
News
- [May 2026] 📝 New preprint survey released: "Maximum Likelihood Decoding of Quantum Error Correction Codes". [PDF]
- [Apr 2026] 🎉 One paper accepted at ICML 2026: "Rethink the Role of Neural Decoders in Quantum Error Correction". See you guys in Seoul! [PDF]
- [Nov 2025] 📝 New preprint released: "Sample-efficient quantum error mitigation via classical learning surrogates". [PDF]
- [Aug 2025] 💼 Joined Nanyang Technological University (NTU) as a Postdoctoral Researcher, working in the group co-led by Dr. Yuxuan Du and Prof. Dacheng Tao.
Selected Publications
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Ge Yan, Shanchuan Li, Yuxuan Du. "Rethink the Role of Neural Decoders in Quantum Error Correction"
ICML, 2026.
[PDF] [Code] -
Ge Yan, Wenjie Wu, Yuheng Chen, Kaisen Pan, Xudong Lu, Zixiang Zhou, Yuhan Wang, Ruocheng Wang, Junchi Yan. "Quantum circuit synthesis and compilation optimization: Overview and prospects."
arXiv preprint, 2024.
[PDF]