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Yubin Xiao

8 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

SIGKDD ×3AAAI ×2IJCAI ×1NeurIPS ×1WWW ×1

Frequent coauthors

You Zhou
×8
Xuan Wu
×7
Di Wang
×5
Peng Zhao
×5
Yuanshu Li
×4
Zhiguang Cao
×4
Yuan Jiang
×4
Wei Du
×2
Mingzhao Wang
×2
Rui Cao
×2
Chunguo Wu
×2
Wei Pang
×1

Papers

  1. Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization
    AAAI 2026 ·
    Yuanshu Li
    ,
    Di Wang
    ,
    Wei Du
    ,
    Xuan Wu
    ,
    Peng Zhao
    , Yubin Xiao,
    You Zhou
  2. An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem
    SIGKDD 2025 ·
    Mingzhao Wang
    ,
    You Zhou
    ,
    Zhiguang Cao
    , Yubin Xiao,
    Xuan Wu
    ,
    Wei Pang
    ,
    Yuan Jiang
    ,
    Hui Yang
    ,
    Peng Zhao
    ,
    Yuanshu Li
  3. DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning
    IJCAI 2025 · Yubin Xiao,
    Yuesong Wu
    ,
    Rui Cao
    ,
    Di Wang
    ,
    Zhiguang Cao
    ,
    Xuan Wu
    ,
    Peng Zhao
    ,
    Yuanshu Li
    ,
    You Zhou
    ,
    Yuan Jiang
  4. Dual Operation Aggregation Graph Neural Networks for Solving Flexible Job-Shop Scheduling Problem with Reinforcement Learning
    WWW 2025 ·
    Peng Zhao
    ,
    You Zhou
    ,
    Di Wang
    ,
    Zhiguang Cao
    , Yubin Xiao,
    Xuan Wu
    ,
    Yuanshu Li
    ,
    Hongjia Liu
    ,
    Wei Du
    ,
    Yuan Jiang
    ,
    Liupu Wang
  5. Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
    SIGKDD 2025 ·
    Xuan Wu
    ,
    Di Wang
    ,
    Chunguo Wu
    ,
    Lijie Wen
    ,
    Chunyan Miao
    , Yubin Xiao,
    You Zhou
  6. Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling
    NeurIPS 2025 ·
    Jiaqi Wang
    ,
    Zhiguang Cao
    ,
    Peng Zhao
    ,
    Rui Cao
    , Yubin Xiao,
    Yuan Jiang
    ,
    You Zhou
  7. Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution
    SIGKDD 2025 ·
    Wenhao Song
    ,
    Xuan Wu
    ,
    Bo Yang
    ,
    You Zhou
    , Yubin Xiao,
    Yanchun Liang
    ,
    Hongwei Ge
    ,
    Heow Pueh Lee
    ,
    Chunguo Wu
  8. Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed
    AAAI 2024 · Yubin Xiao,
    Di Wang
    ,
    Boyang Li
    ,
    Mingzhao Wang
    ,
    Xuan Wu
    ,
    Changliang Zhou
    ,
    You Zhou