PPaperPicks

Yaoxin Wu

25 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3625-6599 ↗Homepage ↗

Venues

NeurIPS ×7ICLR ×5IJCAI ×3AAAI ×2ICML ×2SIGKDD ×2AAMAS ×1ACL ×1ECAI ×1UAI ×1

Frequent coauthors

Zhiguang Cao
×15
Yingqian Zhang
×7
Wen Song
×7
Yaqing Hou
×4
Jianan Zhou
×4
Jie Zhang
×4
Xia Jiang
×3
Cong Zhang
×3
Fu Luo
×3
Zhenkun Wang
×3
Yining Ma
×3
Jinbiao Chen
×3

Papers

  1. Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation
    AAAI 2026 ·
    Jianghan Zhu
    , Yaoxin Wu,
    Zhuoyi Lin
    ,
    Zhengyuan Zhang
    ,
    Haiyan Yin
    ,
    Zhiguang Cao
    ,
    Senthilnath Jayavelu
    ,
    Xiaoli Li
  2. Reasoning in a Combinatorial and Constrained World: Benchmarking LLMs on Natural-Language Combinatorial Optimization
    ACL 2026 ·
    Xia Jiang
    ,
    Jing Chen
    ,
    Cong Zhang
    ,
    Jie Gao
    ,
    Chengpeng Hu
    ,
    Chenhao Zhang
    , Yaoxin Wu,
    Yingqian Zhang
  3. 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
  4. DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints
    ICLR 2025 ·
    Xia Jiang
    , Yaoxin Wu,
    Chenhao Zhang
    ,
    Yingqian Zhang
  5. Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning
    SIGKDD 2025 ·
    Qi Li
    ,
    Zhiguang Cao
    ,
    Yining Ma
    , Yaoxin Wu,
    Yue-Jiao Gong
  6. EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems
    IJCAI 2025 ·
    Dian Meng
    ,
    Zhiguang Cao
    , Yaoxin Wu,
    Yaqing Hou
    ,
    Hongwei Ge
    ,
    Qiang Zhang
  7. Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization
    ICML 2025 ·
    Robbert Reijnen
    , Yaoxin Wu,
    Zaharah Bukhsh
    ,
    Yingqian Zhang
  8. Large Language Models as End-to-end Combinatorial Optimization Solvers
    NeurIPS 2025 ·
    Xia Jiang
    , Yaoxin Wu,
    Minshuo Li
    ,
    Zhiguang Cao
    ,
    Yingqian Zhang
  9. MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
    NeurIPS 2025 ·
    Yuepeng Zheng
    ,
    Fu Luo
    ,
    Zhenkun Wang
    , Yaoxin Wu,
    Yu Zhou
  10. Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems
    AAAI 2025 ·
    Igor G. Smit
    , Yaoxin Wu,
    Pavel Troubil
    ,
    Yingqian Zhang
    ,
    Wim P. M. Nuijten
  11. Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
    ICLR 2025 ·
    Jinbiao Chen
    ,
    Jiahai Wang
    ,
    Zhiguang Cao
    , Yaoxin Wu
  12. Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
    NeurIPS 2025 ·
    Mingfeng Fan
    ,
    Jianan Zhou
    ,
    Yifeng Zhang
    , Yaoxin Wu,
    Jinbiao Chen
    ,
    Guillaume Sartoretti
  13. Preference-based Deep Reinforcement Learning for Historical Route Estimation
    IJCAI 2025 ·
    Boshen Pan
    , Yaoxin Wu,
    Zhiguang Cao
    ,
    Yaqing Hou
    ,
    Guangyu Zou
    ,
    Qiang Zhang
  14. Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees
    NeurIPS 2025 ·
    Fu Luo
    , Yaoxin Wu,
    Zhi Zheng
    ,
    Zhenkun Wang
  15. Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
    ICLR 2025 ·
    Jinbiao Chen
    ,
    Zhiguang Cao
    ,
    Jiahai Wang
    , Yaoxin Wu,
    Hanzhang Qin
    ,
    Zizhen Zhang
    ,
    Yue-Jiao Gong
  16. Search Trajectory Network-Enhanced Multi-Objective Dynamic Algorithm Configuration
    ECAI 2025 ·
    Robbert Reijnen
    ,
    Zaharah Bukhsh
    ,
    Hoong Chuin Lau
    , Yaoxin Wu,
    Yingqian Zhang
  17. UniteFormer: Unifying Node and Edge Modalities in Transformers for Vehicle Routing Problems
    NeurIPS 2025 ·
    Dian Meng
    ,
    Zhiguang Cao
    ,
    Jie Gao
    , Yaoxin Wu,
    Yaqing Hou
  18. Collaboration! Towards Robust Neural Methods for Routing Problems
    NeurIPS 2024 ·
    Jianan Zhou
    , Yaoxin Wu,
    Zhiguang Cao
    ,
    Wen Song
    ,
    Jie Zhang
    ,
    Zhiqi Shen
  19. Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems
    AAMAS 2024 · Yaoxin Wu,
    Mingfeng Fan
    ,
    Zhiguang Cao
    ,
    Ruobin Gao
    ,
    Yaqing Hou
    ,
    Guillaume Sartoretti
  20. Cross-Problem Learning for Solving Vehicle Routing Problems
    IJCAI 2024 ·
    Zhuoyi Lin
    , Yaoxin Wu,
    Bangjian Zhou
    ,
    Zhiguang Cao
    ,
    Wen Song
    ,
    Yingqian Zhang
    ,
    Senthilnath Jayavelu
  21. Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
    ICLR 2024 ·
    Cong Zhang
    ,
    Zhiguang Cao
    ,
    Wen Song
    , Yaoxin Wu,
    Jie Zhang
  22. Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem
    UAI 2024 ·
    Cong Zhang
    ,
    Zhiguang Cao
    , Yaoxin Wu,
    Wen Song
    ,
    Jing Sun
  23. Learning to Handle Complex Constraints for Vehicle Routing Problems
    NeurIPS 2024 ·
    Jieyi Bi
    ,
    Yining Ma
    ,
    Jianan Zhou
    ,
    Wen Song
    ,
    Zhiguang Cao
    , Yaoxin Wu,
    Jie Zhang
  24. MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning
    SIGKDD 2024 ·
    Yu Sun
    ,
    Kai Wang
    ,
    Zhipeng Hu
    ,
    Runze Wu
    , Yaoxin Wu,
    Wen Song
    ,
    Xudong Shen
    ,
    Tangjie Lv
    ,
    Changjie Fan
  25. MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
    ICML 2024 ·
    Jianan Zhou
    ,
    Zhiguang Cao
    , Yaoxin Wu,
    Wen Song
    ,
    Yining Ma
    ,
    Jie Zhang
    ,
    Chi Xu