Kei Sen Fong

Venues

Frequent coauthors

Papers

1. Evolutionary Identification of Scientific Equations Using Language-Model-Guided Symbolic Regression
   GECCO 2026 ·

   Juncheng Zhao

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2. Generalization Analysis of Symbolic Regression Algorithms via Stability Theory
   GECCO 2026 · Kei Sen Fong
3. Hot off the Press: FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation
   GECCO 2026 · Kei Sen Fong
4. Hot off the Press: Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms
   GECCO 2026 · Kei Sen Fong
5. Teaching the Teacher: The Role of Teacher-Student Smoothness Alignment in Genetic Programming-based Symbolic Distillation
   GECCO 2026 ·

   Soumyadeep Dhar

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6. Analysis of Memory-Runtime Trade-offs in Caching Strategies for Genetic Programming Symbolic Regression
   GECCO 2025 ·

   Jiaming Shi

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7. Discovering Shared Function Structures with Adaptable Parameters for Multi-Level Modeling via Symbolic Regression
   GECCO 2025 · Kei Sen Fong
8. FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation
   ICML 2025 · Kei Sen Fong
9. Mutual Information-Based Evolutionary Feature Construction via Minimizing Redundancy and Maximizing Relevance
   GECCO 2025 ·

   Yunze Leng

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10. POVE: A Preoptimized Vault of Expressions for Symbolic Regression Research and Benchmarking
    SIGKDD 2025 · Kei Sen Fong
11. Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms
    ICML 2025 · Kei Sen Fong
12. SLIME: Supralocal Interpretable Model-Agnostic Explanations via Evolved Equation-Based Surrogates
    GECCO 2025 · Kei Sen Fong
13. Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data
    AISTATS 2024 · Kei Sen Fong
14. Symbolic Regression Enhanced Decision Trees for Classification Tasks
    AAAI 2024 · Kei Sen Fong