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Yexiang Xue

9 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

AAAI ×6ICML ×1IJCAI ×1NAACL ×1

Frequent coauthors

Nan Jiang
×5
Md. Nasim
×4
Jinzhao Li
×2
Maxwell J. Jacobson
×1
Xinghang Zhang
×1
Anter El-Azab
×1
Md Masudur Rahman
×1

Papers

  1. Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching
    AAAI 2025 ·
    Nan Jiang
    ,
    Md. Nasim
    , Yexiang Xue
  2. Integrating Symbolic Reasoning into Neural Generative Models for Design Generation
    AAAI 2025 ·
    Maxwell J. Jacobson
    , Yexiang Xue
  3. Solving Satisfiability Modulo Counting Exactly with Probabilistic Circuits
    ICML 2025 ·
    Jinzhao Li
    ,
    Nan Jiang
    , Yexiang Xue
  4. Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains
    AAAI 2024 ·
    Md. Nasim
    , Yexiang Xue
  5. End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning
    AAAI 2024 ·
    Md. Nasim
    ,
    Xinghang Zhang
    ,
    Anter El-Azab
    , Yexiang Xue
  6. Natural Language-based State Representation in Deep Reinforcement Learning
    NAACL 2024 ·
    Md Masudur Rahman
    , Yexiang Xue
  7. Racing Control Variable Genetic Programming for Symbolic Regression
    AAAI 2024 ·
    Nan Jiang
    , Yexiang Xue
  8. Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees
    AAAI 2024 ·
    Jinzhao Li
    ,
    Nan Jiang
    , Yexiang Xue
  9. Vertical Symbolic Regression via Deep Policy Gradient
    IJCAI 2024 ·
    Nan Jiang
    ,
    Md. Nasim
    , Yexiang Xue