PPaperPicks

Yingxia Shao

26 papers at tracked venues · 23 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICDE ×4VLDB ×4ACL ×2ACM MM ×2WWW ×2CIKM ×1ECML-PKDD ×1ICLR ×1IJCAI ×1NeurIPS ×1SIGIR ×1SIGKDD ×1SIGMOD ×1

Frequent coauthors

Chaofan Li
×7
Lei Chen
×5
Zheng Liu
×5
Defu Lian
×5
Zhe Xue
×4
Guanhua Ye
×4
Yawen Li
×4
Yanyan Shen
×3
Junping Du
×3
Meiyu Liang
×3
Shitao Xiao
×3
Wentao Zhang
×3

Papers

  1. Efficient GNN Training on Giant Graphs with Collective Batching and Scheduling
    VLDB 2026 ·
    Xin Zhang
    ,
    Yanyan Shen
    , Yingxia Shao,
    Haoyang Li
    ,
    Lei Chen
  2. HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion
    AAAI 2026 ·
    Di Wang
    ,
    Junping Du
    ,
    Zhe Xue
    ,
    Meiyu Liang
    ,
    Guanhua Ye
    , Yingxia Shao,
    Haisheng Li
  3. JITPrune: An Efficient Online Feature Pruning Framework for Embedding-Based DLRM Training
    ICDE 2026 ·
    Hongzheng Li
    ,
    Yucheng Wu
    ,
    Junjie Zhai
    ,
    Anan Liu
    ,
    Yuekui Yang
    , Yingxia Shao
  4. LLMSQLMUTATOR: LLM-Powered Test Case Generation for Database Using Bug Reports
    ICDE 2026 ·
    Chenglin Tian
    ,
    Chaofan Li
    ,
    Yawen Li
    , Yingxia Shao
  5. Rethink Representation Learning for Questionnaire Data
    AAAI 2026 ·
    Guanhua Ye
    ,
    Jifeng He
    ,
    Yan Li
    ,
    Junping Du
    ,
    Zhe Xue
    , Yingxia Shao,
    Meiyu Liang
    ,
    Yawen Li
  6. CSAHFL: Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks
    IJCAI 2025 ·
    Aijing Li
    ,
    Junping Du
    ,
    Dandan Liu
    , Yingxia Shao,
    Tong Zhao
    ,
    Guanhua Ye
  7. Context-Aware Fine-Grained Graph RAG for Query-Focused Summarization
    CIKM 2025 ·
    Yubin Hong
    ,
    Chaofan Li
    ,
    Jingyi Zhang
    , Yingxia Shao
  8. DBPecker: A Graph-Based Compound Anomaly Diagnosis System for Distributed RDBMSs
    VLDB 2025 ·
    Qingliu Wu
    ,
    Qingfeng Xiang
    , Yingxia Shao,
    Qiyao Luo
    ,
    Quanqing Xu
  9. Dynamic Self-adaptive Multiscale Distillation from Pre-trained Multimodal Large Model for Efficient Cross-modal Retrieval
    ACM MM 2025 ·
    Zhengyang Liang
    ,
    Meiyu Liang
    ,
    Wei Huang
    ,
    Yawen Li
    ,
    Wu Liu
    , Yingxia Shao,
    Kangkang Lu
  10. Fitting Into Any Shape: A Flexible LLM-Based Re-Ranker With Configurable Depth and Width
    WWW 2025 ·
    Zheng Liu
    ,
    Chaofan Li
    ,
    Shitao Xiao
    ,
    Chaozhuo Li
    ,
    Chen Jason Zhang
    ,
    Hao Liao
    ,
    Defu Lian
    , Yingxia Shao
  11. Horizontal Federated Heterogeneous Graph Learning: A Multi-Scale Adaptive Solution to Data Distribution Challenges
    WWW 2025 ·
    Jia Wang
    ,
    Yawen Li
    ,
    Zhe Xue
    , Yingxia Shao,
    Zeli Guan
    ,
    Wenling Li
  12. LLMs Are Noisy Oracles! LLM-based Noise-aware Graph Active Learning for Node Classification
    SIGKDD 2025 ·
    Zeang Sheng
    ,
    Weiyang Guo
    , Yingxia Shao,
    Wentao Zhang
    ,
    Bin Cui
  13. Making Text Embedders Few-Shot Learners
    ICLR 2025 ·
    Chaofan Li
    ,
    Minghao Qin
    ,
    Shitao Xiao
    ,
    Jianlyu Chen
    ,
    Kun Luo
    ,
    Defu Lian
    , Yingxia Shao,
    Zheng Liu
  14. Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval
    ACL 2025 ·
    Chaofan Li
    ,
    Jianlyu Chen
    , Yingxia Shao,
    Chaozhuo Li
    ,
    Quanqing Xu
    ,
    Defu Lian
    ,
    Zheng Liu
  15. Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning
    AAAI 2025 ·
    Jia Wang
    ,
    Yawen Li
    , Yingxia Shao,
    Zhe Xue
    ,
    Zeli Guan
    ,
    Ang Li
    ,
    Guanhua Ye
  16. Towards A Generalist Code Embedding Model Based On Massive Data Synthesis
    NeurIPS 2025 ·
    Chaofan Li
    ,
    Jianlyu Chen
    , Yingxia Shao,
    Defu Lian
    ,
    Zheng Liu
  17. Towards Scalable and Efficient Graph Structure Learning
    ICDE 2025 ·
    Siqi Shen
    ,
    Wentao Zhang
    ,
    Chengshuo Du
    ,
    Chong Chen
    ,
    Fangcheng Fu
    , Yingxia Shao,
    Bin Cui
  18. Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
    ICDE 2024 ·
    Xinyi Gao
    ,
    Wentao Zhang
    ,
    Junliang Yu
    , Yingxia Shao,
    Quoc Viet Hung Nguyen
    ,
    Bin Cui
    ,
    Hongzhi Yin
  19. DAHA: Accelerating GNN Training with Data and Hardware Aware Execution Planning
    VLDB 2024 ·
    Zhiyuan Li
    ,
    Xun Jian
    ,
    Yue Wang
    , Yingxia Shao,
    Lei Chen
  20. 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
  21. LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model
    AAAI 2024 ·
    Linmei Hu
    ,
    Hongyu He
    ,
    Duokang Wang
    ,
    Ziwang Zhao
    , Yingxia Shao,
    Liqiang Nie
  22. Let Me Show You Step by Step: An Interpretable Graph Routing Network for Knowledge-based Visual Question Answering
    SIGIR 2024 ·
    Duokang Wang
    ,
    Linmei Hu
    ,
    Rui Hao
    , Yingxia Shao,
    Xin Lv
    ,
    Liqiang Nie
    ,
    Juanzi Li
  23. Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
    ACL 2024 ·
    Chaofan Li
    ,
    Zheng Liu
    ,
    Shitao Xiao
    , Yingxia Shao,
    Defu Lian
  24. NovaChart: A Large-scale Dataset towards Chart Understanding and Generation of Multimodal Large Language Models
    ACM MM 2024 ·
    Linmei Hu
    ,
    Duokang Wang
    ,
    Yiming Pan
    ,
    Jifan Yu
    , Yingxia Shao,
    Chong Feng
    ,
    Liqiang Nie
  25. 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
  26. SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training
    ECML-PKDD 2024 ·
    Xizhi Gu
    ,
    Hongzheng Li
    ,
    Shihong Gao
    ,
    Xinyan Zhang
    ,
    Lei Chen
    , Yingxia Shao