Scholar
Yuxuan Du
Google Scholar ID: 50sFkzIAAAAJ
Nanyang Technological University
Quantum machine learning
Quantum computing
AI for Quantum Science
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Citations & Impact
All-time
Citations
2,394
H-index
20
i10-index
32
Publications
20
Co-authors
35
list available
Contact
Email
duyuxuan123@gmail.com
CV
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GitHub
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Publications
20 items
Fact-Check Your Information (FYI): A Design Probe to Understand How People Actually Fact-Check Data-Driven Articles
2026
Cited
0
OmniQEC: discovering practical quantum error-correcting codes by an AI scientist
2026
Cited
0
KQFuzz: Knowledge-Guided Fuzzing for Quantum Libraries via Large Language Models
2026
Cited
0
SyncCache: Exploiting Asymmetric Dynamics for Fast Audio-Driven Portrait Animation
2026
Cited
0
Efficient foundation decoders for fault-tolerant quantum computing
2026
Cited
0
Maximum Likelihood Decoding of Quantum Error Correction Codes
2026
Cited
0
Rethink the Role of Neural Decoders in Quantum Error Correction
2026
Cited
0
$ξ$-DPO: Direct Preference Optimization via Ratio Reward Margin
2026
Cited
0
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Resume (English only)
Academic Achievements
Publications in top-tier venues including Nature Communications, PRL, PRX Quantum, npj Quantum Information, IEEE TIT, and IEEE TPAMI
Research featured by MIT Technology Review and Xinhua News Agency
Regularly serves as Area Chair for NeurIPS and ICLR
Listed in Stanford/Elsevier’s Top 2% Scientists Worldwide in AI and Physics
Three papers accepted to NeurIPS 2025: two on reducing quantum resources in VQAs, one on AI for Quantum Science
Multiple papers accepted to ICML 2025, EMNLP 2025, QTML 2025, and Nature Communications in 2025
Released a 2025 survey titled 'Artificial intelligence for representing and characterizing quantum systems'
Co-authors
35 total
Dacheng Tao
Nanyang Technological University
Tongliang Liu
Director, Sydney AI Centre, University of Sydney & Mohamed bin Zayed University of AI
Min-Hsiu Hsieh
Foxconn Research, Quantum Computing Research Center
Shan You
SenseTime Research
Co-author 5
Co-author 6
Co-author 7
Xiao Yuan(袁骁)
CFCS, Peking University