Lu, Xiliang

1. Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
   2023/10/11 by Yu Zhan, Qiuhao Chen, Yu, Zhan +11 · 7 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
2. Quantum Compiling with Reinforcement Learning on a Superconducting Processor
   2024/06/18 by Wang, Z. T., Chen, Qiuhao, Du, Yuxuan +16 · 4 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
3. Current density impedance imaging with PINNs
   2023/06/24 by Chenguang Duan, Duan, Chenguang, Yuling Jiao +5 · 2 citations
   Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Electrical and Bioimpedance Tomography #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Non-Destructive Testing Techniques #Numerical Analysis (math.NA)
4. A Primal Dual Active Set with Continuation Algorithm for the ℓ⁰-Regularized Optimization Problem
   2014/03/03 by Jiao, Yuling, Jin, Bangti, Lu, Xiliang · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
5. Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction
   2024/03/15 by Ziyang Xu, Keqin Peng, Xu, Ziyang +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
6. Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class
   2021/02/28 by Yuling Jiao, Jiao, Yuling, Yanming Lai +9 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA)
7. Accelerating Ill-conditioned Hankel Matrix Recovery via Structured Newton-like Descent
   2024/06/11 by Cai, HanQin, Huang, Longxiu, Lu, Xiliang +1 · 2 citations
   #15A29 #15A83 #47B35 #90C17 #90C26 #90C53 #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning
   2022/04/14 by Chen, Qiuhao, Du, Yuxuan, Zhao, Qi +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
9. Sampling via Föllmer Flow
   2023/11/07 by Ding, Zhao, Jiao, Yuling, Lu, Xiliang +2 · 1 citation
   #58J65 #60J60 #62D05 #FOS: Computer and information sciences #Methodology (stat.ME)