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Liu, Jiakun

  1. An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation
    2022/01/29 by Jiakun Liu, Shuo Shao, Liu, Jiakun +5 · 7 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Non-Destructive Testing Techniques
  2. Exploring the Capabilities of LLMs for Code Change Related Tasks
    2024/07/03 by Lishui Fan, Fan, Lishui, Jiakun Liu +9 · 12 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #FOS: Computer and information sciences #Robotic Process Automation Applications #Software Engineering (cs.SE)
  3. A Rate-Distortion Framework for Characterizing Semantic Information
    2021/05/10 by Liu, Jiakun, Zhang, Wenyi, Poor, H. Vincent · 5 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Information Theory (cs.IT)
  4. Global regularity for the Monge-Ampère equation with natural boundary condition
    2018/02/21 by Chen, Shibing, Liu, Jiakun, Wang, Xu-Jia · 3 citations
    #Analysis of PDEs (math.AP) #FOS: Mathematics
  5. The Devil is in the Tails: How Long-Tailed Code Distributions Impact Large Language Models
    2023/09/07 by Xin Zhou, Zhou, Xin, Kisub Kim +9 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  6. RustMap: Towards Project-Scale C-to-Rust Migration via Program Analysis and LLM
    2025/03/22 by Cai, Xuemeng, Liu, Jiakun, Huang, Xiping +6 · 9 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  7. Non-uniqueness of solutions to the dual Lp-Minkowski problem
    2019/10/15 by Qi-Rui Li, Li, Qi-Rui, Jiakun Liu +3 · 2 citations
    Mathematics · #Point processes and geometric inequalities #Geometric Analysis and Curvature Flows #Morphological variations and asymmetry
  8. A degree theory for second order nonlinear elliptic operators with nonlinear oblique boundary conditions
    2015/09/08 by Li, Yanyan, Liu, Jiakun, Nguyen, Luc · 1 citation
    #Analysis of PDEs (math.AP) #FOS: Mathematics
  9. Quantum Computing for Solid Mechanics and Structural Engineering -- a Demonstration with Variational Quantum Eigensolver
    2023/08/28 by Yunya Liu, Jiakun Liu, Liu, Yunya +5 · 2 citations
    Engineering · Physics and Astronomy · #Advanced Electrical Measurement Techniques #Model Reduction and Neural Networks #Adaptive optics and wavefront sensing
  10. Bergman-Toeplitz operators on fat Hartogs triangles
    2018/02/26 by Khanh, Tran Vu, Liu, Jiakun, Thuc, Phung Trong · 1 citation
    #Analysis of PDEs (math.AP) #Complex Variables (math.CV) #FOS: Mathematics
  11. Interior C2 estimate for Monge-Ampère equation in dimension two
    2020/07/22 by Jiakun Liu, Liu, Jiakun · 1 citation
    Mathematics · #Geometry and complex manifolds #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations