PPaperPicks

You Zhou

10 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×3SIGKDD ×3ACM MM ×1IJCAI ×1NeurIPS ×1WWW ×1

Frequent coauthors

Yubin Xiao
×8
Xuan Wu
×7
Di Wang
×6
Peng Zhao
×6
Zhiguang Cao
×5
Yuan Jiang
×5
Yuanshu Li
×4
Wei Du
×3
Mingzhao Wang
×2
Wei Pang
×2
Rui Cao
×2
Chunguo Wu
×2

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. Learning Whom to Align With: Progressive Anomaly Combination Detection for Partially View-Aligned Clustering
    AAAI 2026 ·
    Hang Gao
    ,
    Zuosong Cai
    ,
    Yuze Li
    ,
    Cheng Liu
    ,
    Gaoyang Li
    ,
    Ying Li
    ,
    Wei Du
    , You Zhou
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. Visual-Enhanced Multimodal Framework for Flexible Job Shop Scheduling Problem
    ACM MM 2025 ·
    Peng Zhao
    ,
    Zhiguang Cao
    ,
    Di Wang
    ,
    Wen Song
    ,
    Wei Pang
    , You Zhou,
    Yuan Jiang
  10. 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