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Fei Liu

City University of Hong Kong, Hong Kong, SAR, China

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6719-0409 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4ICML ×3IJCAI ×2PPSN ×2SIGKDD ×2CVPR ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Xi Lin
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Han Li
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Ke Li
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Zidong Wang
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Fu Luo
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Ping Guo
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Shunyu Yao
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Federico Berto
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Yiming Yao
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Bo Xue
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Rui Zhang
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Papers

  1. EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design
    AAAI 2026 · Fei Liu
  2. CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention
    ICML 2025 ·
    Han Li
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  3. Destroy and Repair Using Hyper-Graphs for Routing
    AAAI 2025 ·
    Ke Li
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  4. Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
    ICLR 2025 ·
    Xi Lin
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  5. LLM-enhanced Score Function Evolution for Causal Structure Learning
    IJCAI 2025 ·
    Zidong Wang
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  6. Learning to Insert for Constructive Neural Vehicle Routing Solver
    NeurIPS 2025 ·
    Fu Luo
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  7. MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework
    CVPR 2025 ·
    Ping Guo
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  8. Multi-Objective Evolution of Heuristic Using Large Language Model
    AAAI 2025 ·
    Shunyu Yao
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  9. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
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  10. Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
    ICML 2024 · Fei Liu
  11. Evolve Cost-Aware Acquisition Functions Using Large Language Models
    PPSN 2024 ·
    Yiming Yao
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  12. Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization
    SIGKDD 2024 · Fei Liu
  13. Multiobjective Lipschitz Bandits under Lexicographic Ordering
    AAAI 2024 ·
    Bo Xue
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  14. Prompt Learning for Generalized Vehicle Routing
    IJCAI 2024 · Fei Liu
  15. Smooth Tchebycheff Scalarization for Multi-Objective Optimization
    ICML 2024 ·
    Xi Lin
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  16. Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models
    PPSN 2024 ·
    Rui Zhang
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