PPaperPicks

Yanyan Shen

19 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

VLDB ×5SIGMOD ×4AAAI ×3NeurIPS ×2CIKM ×1ICLR ×1ICML ×1SIGKDD ×1SOSP ×1

Frequent coauthors

Lei Chen
×7
Xin Zhang
×4
Shihong Gao
×4
Yingxia Shao
×3
Jingzhi Fang
×3
Lifan Zhao
×3
Shaofeng Cai
×2
Beng Chin Ooi
×2
Jiale Deng
×2
Youmin Chen
×2
Linpeng Huang
×2
Xue Wang
×2

Papers

  1. CoShap: A Scalable Coalition Growth Approach to Shapley Value Approximation
    SIGMOD 2026 ·
    Jingxuan He
    ,
    Changshuo Liu
    ,
    Shaofeng Cai
    ,
    Xixian Han
    , Yanyan Shen,
    Beng Chin Ooi
  2. Efficient GNN Training on Giant Graphs with Collective Batching and Scheduling
    VLDB 2026 ·
    Xin Zhang
    , Yanyan Shen,
    Yingxia Shao
    ,
    Haoyang Li
    ,
    Lei Chen
  3. Mil: Cost-guided Minimum Makespan Scheduling for Applications of Multiple LLMs
    VLDB 2026 ·
    Jingzhi Fang
    , Yanyan Shen,
    Yue Wang
    ,
    Lei Chen
  4. Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving
    SIGMOD 2025 ·
    Shihong Gao
    ,
    Xin Zhang
    , Yanyan Shen,
    Lei Chen
  5. Faster Convergence in Mini-batch Graph Neural Networks Training with Pseudo Full Neighborhood Compensation
    VLDB 2025 ·
    Qiqi Zhou
    , Yanyan Shen,
    Lei Chen
  6. In-Context Adaptation to Concept Drift for Learned Database Operations
    ICML 2025 ·
    Jiaqi Zhu
    ,
    Shaofeng Cai
    , Yanyan Shen,
    Gang Chen
    ,
    Fang Deng
    ,
    Beng Chin Ooi
  7. Influence Guided Context Selection for Effective Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Jiale Deng
    , Yanyan Shen,
    Ziyuan Pei
    ,
    Youmin Chen
    ,
    Linpeng Huang
  8. Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning
    NeurIPS 2025 ·
    Lifan Zhao
    , Yanyan Shen,
    Zhaoyang Liu
    ,
    Xue Wang
    ,
    Jiaji Deng
  9. Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting
    SIGKDD 2025 ·
    Lifan Zhao
    , Yanyan Shen
  10. Rearchitecting the Thread Model of In-Memory Key-Value Stores with μTPS
    SOSP 2025 ·
    Youmin Chen
    ,
    Jiwu Shu
    , Yanyan Shen,
    Linpeng Huang
    ,
    Hong Mei
  11. ETC: Efficient Training of Temporal Graph Neural Networks over Large-scale Dynamic Graphs
    VLDB 2024 ·
    Shihong Gao
    ,
    Yiming Li
    , Yanyan Shen,
    Yingxia Shao
    ,
    Lei Chen
  12. Efficient Training of Graph Neural Networks on Large Graphs
    VLDB 2024 · Yanyan Shen,
    Lei Chen
    ,
    Jingzhi Fang
    ,
    Xin Zhang
    ,
    Shihong Gao
    ,
    Hongbo Yin
  13. MASTER: Market-Guided Stock Transformer for Stock Price Forecasting
    AAAI 2024 ·
    Tong Li
    ,
    Zhaoyang Liu
    , Yanyan Shen,
    Xue Wang
    ,
    Haokun Chen
    ,
    Sen Huang
  14. Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection
    CIKM 2024 ·
    Zhikai Wang
    , Yanyan Shen,
    Zexi Zhang
    ,
    Li He
    ,
    Yichun Li
    ,
    Hao Gu
    ,
    Yinghua Zhang
  15. Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators
    ICLR 2024 ·
    Lifan Zhao
    , Yanyan Shen
  16. SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement
    SIGMOD 2024 ·
    Shihong Gao
    ,
    Yiming Li
    ,
    Xin Zhang
    , Yanyan Shen,
    Yingxia Shao
    ,
    Lei Chen
  17. STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically
    SIGMOD 2024 ·
    Jingzhi Fang
    , Yanyan Shen,
    Yue Wang
    ,
    Lei Chen
  18. Self-Interpretable Graph Learning with Sufficient and Necessary Explanations
    AAAI 2024 ·
    Jiale Deng
    , Yanyan Shen
  19. StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting
    AAAI 2024 ·
    Jinyong Fan
    , Yanyan Shen