PPaperPicks

Xi Lin

City University of Hong Kong, Department of Computer Science, Hong Kong

21 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5298-6893 ↗Homepage ↗

Venues

NeurIPS ×7AAAI ×4ICLR ×2ICML ×2IJCAI ×2PPSN ×2CVPR ×1SIGKDD ×1

Frequent coauthors

Qingfu Zhang
×20
Zhenkun Wang
×11
Fei Liu
×9
Xiaoyuan Zhang
×5
Xialiang Tong
×4
Mingxuan Yuan
×4
Zhichao Lu
×4
Fu Luo
×3
Zhe Zhao
×3
Bo Xue
×3
Ping Guo
×2
Yilu Liu
×2

Papers

  1. CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models
    AAAI 2026 ·
    Ping Guo
    ,
    Qingfu Zhang
    , Xi Lin
  2. Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems
    ICLR 2025 ·
    Fu Luo
    , Xi Lin,
    Yaoxin Wu
    ,
    Zhenkun Wang
    ,
    Xialiang Tong
    ,
    Mingxuan Yuan
    ,
    Qingfu Zhang
  3. Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
    ICLR 2025 · Xi Lin,
    Yilu Liu
    ,
    Xiaoyuan Zhang
    ,
    Fei Liu
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
  4. Gradient-Guided Epsilon Constraint Method for Online Continual Learning
    NeurIPS 2025 ·
    Song Lai
    ,
    Changyi Ma
    ,
    Fei Zhu
    ,
    Zhe Zhao
    , Xi Lin,
    Gaofeng Meng
    ,
    Qingfu Zhang
  5. Learning to Insert for Constructive Neural Vehicle Routing Solver
    NeurIPS 2025 ·
    Fu Luo
    , Xi Lin,
    Mengyuan Zhong
    ,
    Fei Liu
    ,
    Zhenkun Wang
    ,
    Jianyong Sun
    ,
    Qingfu Zhang
  6. MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework
    CVPR 2025 ·
    Ping Guo
    ,
    Cheng Gong
    , Xi Lin,
    Fei Liu
    ,
    Zhichao Lu
    ,
    Qingfu Zhang
    ,
    Zhenkun Wang
  7. Multi-Objective Evolution of Heuristic Using Large Language Model
    AAAI 2025 ·
    Shunyu Yao
    ,
    Fei Liu
    , Xi Lin,
    Zhichao Lu
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
  8. Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits
    AAAI 2025 ·
    Bo Xue
    , Xi Lin,
    Xiaoyuan Zhang
    ,
    Qingfu Zhang
  9. Neural Evolution Strategy for Black-box Pareto Set Learning
    NeurIPS 2025 ·
    Chengyu Lu
    ,
    Zhenhua Li
    , Xi Lin,
    Ji Cheng
    ,
    Qingfu Zhang
  10. Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off
    AAAI 2025 ·
    Song Lai
    ,
    Zhe Zhao
    ,
    Fei Zhu
    , Xi Lin,
    Qingfu Zhang
    ,
    Gaofeng Meng
  11. Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions
    IJCAI 2025 ·
    Bo Xue
    , Xi Lin,
    Yuanyu Wan
    ,
    Qingfu Zhang
  12. TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
    NeurIPS 2025 ·
    Zhe Zhao
    ,
    Zhiheng Gong
    ,
    Pengkun Wang
    ,
    Haibin Wen
    ,
    Cankun Guo
    ,
    Bo Xue
    , Xi Lin,
    Zhenkun Wang
    ,
    Qingfu Zhang
    ,
    Yang Wang
  13. Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
    ICML 2024 ·
    Fei Liu
    ,
    Xialiang Tong
    ,
    Mingxuan Yuan
    , Xi Lin,
    Fu Luo
    ,
    Zhenkun Wang
    ,
    Zhichao Lu
    ,
    Qingfu Zhang
  14. Gliding over the Pareto Front with Uniform Designs
    NeurIPS 2024 ·
    Xiaoyuan Zhang
    ,
    Genghui Li
    , Xi Lin,
    Yichi Zhang
    ,
    Yifan Chen
    ,
    Qingfu Zhang
  15. LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
    NeurIPS 2024 ·
    Xiaoyuan Zhang
    ,
    Liang Zhao
    ,
    Yingying Yu
    , Xi Lin,
    Yifan Chen
    ,
    Han Zhao
    ,
    Qingfu Zhang
  16. Many-Objective Cover Problem: Discovering Few Solutions to Cover Many Objectives
    PPSN 2024 ·
    Yilu Liu
    ,
    Chengyu Lu
    , Xi Lin,
    Qingfu Zhang
  17. Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization
    SIGKDD 2024 ·
    Fei Liu
    , Xi Lin,
    Zhenkun Wang
    ,
    Qingfu Zhang
    ,
    Xialiang Tong
    ,
    Mingxuan Yuan
  18. Prompt Learning for Generalized Vehicle Routing
    IJCAI 2024 ·
    Fei Liu
    , Xi Lin,
    Weiduo Liao
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
    ,
    Xialiang Tong
    ,
    Mingxuan Yuan
  19. Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer
    NeurIPS 2024 ·
    Ke Xue
    ,
    Ruo-Tong Chen
    , Xi Lin,
    Yunqi Shi
    ,
    Shixiong Kai
    ,
    Siyuan Xu
    ,
    Chao Qian
  20. Smooth Tchebycheff Scalarization for Multi-Objective Optimization
    ICML 2024 · Xi Lin,
    Xiaoyuan Zhang
    ,
    Zhiyuan Yang
    ,
    Fei Liu
    ,
    Zhenkun Wang
    ,
    Qingfu Zhang
  21. Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models
    PPSN 2024 ·
    Rui Zhang
    ,
    Fei Liu
    , Xi Lin,
    Zhenkun Wang
    ,
    Zhichao Lu
    ,
    Qingfu Zhang