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Wu, Xiaodi

  1. Quantum Wasserstein Generative Adversarial Networks
    2019/10/31 by Shouvanik Chakrabarti, Chakrabarti, Shouvanik, Yiming Huang +7 · 12 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
  2. Non-Identity Check Remains QMA-Complete for Short Circuits
    2009/06/30 by Zhengfeng Ji, Ji, Zhengfeng, Xiaodi Wu +1 · 6 citations
    Computer Science · Physics and Astronomy · #Complexity and Algorithms in Graphs #Cryptography and Data Security #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #quant-ph
  3. Quantum Hamiltonian Descent
    2023/03/02 by Jiaqi Leng, Leng, Jiaqi, Ethan Hickman +5 · 14 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
  4. Epsilon-net method for optimizations over separable states
    2011/12/04 by Yaoyun Shi, Shi, Yaoyun, Xiaodi Wu +1 · 3 citations
    Computer Science · Physics and Astronomy · #Complexity and Algorithms in Graphs #Cryptography and Data Security #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #quant-ph
  5. A quantum central path algorithm for linear optimization
    2023/11/07 by Brandon Augustino, Jiaqi Leng, Augustino, Brandon +7 · 7 citations
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  6. A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers
    2022/05/25 by Xuchen You, Shouvanik Chakrabarti, You, Xuchen +3 · 4 citations
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #Quantum Information and Cryptography #Optical Network Technologies
  7. Multi-Source Randomness Extractors Against Quantum Side Information, and their Applications
    2014/11/10 by Kai-Min Chung, Chung, Kai-Min, Xin Li +3 · 2 citations
    Computer Science · #Computational Complexity (cs.CC) #Cryptography and Data Security #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  8. Computational Notions of Quantum Min-Entropy
    2017/04/24 by Yi-Hsiu Chen, Kai-Min Chung, Chen, Yi-Hsiu +7 · 2 citations
    Computer Science · #Computability, Logic, AI Algorithms #Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  9. Physical Randomness Extractors: Generating Random Numbers with Minimal Assumptions
    2014/02/19 by Kai-Min Chung, Yaoyun Shi, Chung, Kai-Min +3 · 3 citations
    Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Cold Fusion and Nuclear Reactions #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
  10. A Formally Certified End-to-End Implementation of Shor's Factorization Algorithm
    2022/04/14 by Yuxiang Peng, Kesha Hietala, Peng, Yuxiang +11 · 2 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Logic, programming, and type systems #Cryptography and Data Security
  11. Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
    2023/03/26 by Xuchen You, Shouvanik Chakrabarti, You, Xuchen +5 · 2 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
  12. Expanding Hardware-Efficiently Manipulable Hilbert Space via Hamiltonian Embedding
    2024/01/16 by Jiaqi Leng, Joseph Li, Leng, Jiaqi +5 · 3 citations
    Computer Science · #Cloud Computing and Resource Management #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Neural Networks and Reservoir Computing #Numerical Analysis (math.NA) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #and Science (cs.CE)
  13. Differentiable Quantum Computing for Large-scale Linear Control
    2024/11/03 by Clayton, Connor, Leng, Jiaqi, Yang, Gengzhi +3 · 3 citations
    #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
  14. QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian Descent
    2024/09/04 by Kushnir, Samuel, Leng, Jiaqi, Peng, Yuxiang +2 · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Mathematical Software (cs.MS) #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
  15. A quantum-classical performance separation in nonconvex optimization
    2023/11/01 by Leng, Jiaqi, Zheng, Yufan, Wu, Xiaodi · 2 citations
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
  16. Verified Compilation of Quantum Oracles
    2021/12/13 by Liyi Li, Finn Voichick, Li, Liyi +9 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  17. (Sub)Exponential Quantum Speedup for Optimization
    2025/04/21 by Leng, Jiaqi, Wu, Kewen, Wu, Xiaodi +1 · 5 citations
    #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
  18. Quantum Hamiltonian Descent for Non-smooth Optimization
    2025/03/20 by Jiaqi Leng, Yufan Zheng, Leng, Jiaqi +10 · 3 citations
    Computer Science · #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  19. Optimal and Robust In-situ Quantum Hamiltonian Learning through Parallelization
    2025/10/09 by Liu, Suying, Wu, Xiaodi, Niu, Murphy Yuezhen · 2 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  20. Efficient Routing on Quantum Networks using Adaptive Clustering
    2024/10/30 by Connor Clayton, Xiaodi Wu, Clayton, Connor +3 · 1 citation
    Computer Science · Physics and Astronomy · #Cloud Computing and Resource Management #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Networking and Internet Architecture (cs.NI) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)