PPaperPicks

Yi He

College of William and Mary, School of Data Science, VA, USA

23 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5357-6623 ↗Google Scholar ↗Homepage ↗

Venues

ICDM ×6AAAI ×5IJCAI ×3SDM ×2ACL ×1ICDAR ×1ICML ×1NeurIPS ×1SIGKDD ×1SIGMOD ×1WWW ×1

Frequent coauthors

Di Wu
×7
Xingquan Zhu
×7
Zhong Chen
×6
Xindong Wu
×5
Heng Lian
×5
Chenyang Bu
×4
Yufei Jin
×4
Xin Luo
×3
Chen Zhao
×2
Manzong Huang
×2
Jian Wu
×2
Jiajun Shen
×2

Papers

  1. Federated Latent Factor Learning for Privacy-Preserving Spatio-Temporal Signal Recovery
    WWW 2026 ·
    Chengjun Yu
    ,
    Di Wu
    , Yi He,
    Jia Chen
    ,
    Xin Luo
  2. MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery
    AAAI 2026 ·
    Dong Li
    ,
    Zhengzhang Chen
    ,
    Xujiang Zhao
    ,
    Linlin Yu
    ,
    Zhong Chen
    , Yi He,
    Haifeng Chen
    ,
    Chen Zhao
  3. PSQE: A Theoretical-Practical Approach to Pseudo Seed Quality Enhancement for Unsupervised Multimodal Entity Alignment
    SIGKDD 2026 ·
    Yunpeng Hong
    ,
    Chenyang Bu
    ,
    Jie Zhang
    , Yi He,
    Di Wu
    ,
    Xindong Wu
  4. Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG
    AAAI 2026 ·
    Manzong Huang
    ,
    Chenyang Bu
    , Yi He,
    Xingrui Zhuo
    ,
    Xindong Wu
  5. SchemaRAG: A Schema-aware Retrieval-Augmented Generation Framework for Text-to-SQL
    SIGMOD 2026 ·
    Di Wu
    ,
    Zetong Tang
    , Yi He,
    Xin Luo
  6. A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams
    IJCAI 2025 ·
    Zhong Chen
    , Yi He,
    Di Wu
    ,
    Chen Zhao
    ,
    Meikang Qiu
  7. AI-Driven Literature Mining for Intelligent Synthesis Design
    ICDM 2025 ·
    Heng Lian
    ,
    Lei Du
    ,
    Jian Wu
    , Yi He
  8. HGEN: Heterogeneous Graph Ensemble Networks
    IJCAI 2025 ·
    Jiajun Shen
    ,
    Yufei Jin
    ,
    Kaibu Feng
    , Yi He,
    Xingquan Zhu
  9. How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback
    IJCAI 2025 ·
    Manzong Huang
    ,
    Chenyang Bu
    , Yi He,
    Xindong Wu
  10. LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation
    ICDM 2025 ·
    Jiajun Shen
    ,
    Yufei Jin
    , Yi He,
    Xingquan Zhu
  11. Link Completion for Dynamic Knowledge Graphs with Entity Drift
    ICDM 2025 ·
    Xiulin Zheng
    ,
    Pei-Pei Li
    , Yi He,
    Xindong Wu
  12. Metric-Agnostic Continual Learning for Sustainable Group Fairness
    AAAI 2025 ·
    Heng Lian
    ,
    Chen Zhao
    ,
    Zhong Chen
    ,
    Xingquan Zhu
    ,
    My T. Thai
    , Yi He
  13. Query-Driven Multimodal GraphRAG: Dynamic Local Knowledge Graph Construction for Online Reasoning
    ACL 2025 ·
    Chenyang Bu
    ,
    Guojie Chang
    ,
    Zihao Chen
    ,
    CunYuan Dang
    ,
    Zhize Wu
    , Yi He,
    Xindong Wu
  14. Topology-aware Neural Flux Prediction Guided by Physics
    ICML 2025 ·
    Haoyang Jiang
    ,
    Jindong Wang
    ,
    Xingquan Zhu
    , Yi He
  15. Uncertainty-Aware Complex Scientific Table Data Extraction
    ICDAR 2025 ·
    Kehinde Ajayi
    , Yi He,
    Jian Wu
  16. ℓ1, ∞ Mixed Norm Promoted Row Sparsity for Fast Online CUR Decomposition Learning in Varying Feature Spaces
    SDM 2025 ·
    Zhong Chen
    , Yi He,
    Di Wu
    ,
    Wenbin Zhang
    ,
    Zhiqiang Deng
  17. Differential Evolution Integrated Hybrid Deep Learning Model for Object Detection in Pre-made Dishes
    ICDM 2024 ·
    Lujia Lv
    ,
    Di Wu
    ,
    Yangyi Xia
    ,
    Jia Wu
    ,
    Xiaojing Liu
    , Yi He
  18. GLDL: Graph Label Distribution Learning
    AAAI 2024 ·
    Yufei Jin
    ,
    Richard Gao
    , Yi He,
    Xingquan Zhu
  19. HGDL: Heterogeneous Graph Label Distribution Learning
    NeurIPS 2024 ·
    Yufei Jin
    ,
    Heng Lian
    , Yi He,
    Xingquan Zhu
  20. MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug-Drug Interaction Prediction
    AAAI 2024 ·
    Di Wu
    ,
    Wu Sun
    , Yi He,
    Zhong Chen
    ,
    Xin Luo
  21. Robust Sparse Online Learning for Data Streams with Streaming Features
    SDM 2024 ·
    Zhong Chen
    , Yi He,
    Di Wu
    ,
    Huixin Zhan
    ,
    Victor S. Sheng
    ,
    Kun Zhang
  22. Urban Functional Zone Delineation Aided by Vision Foundation Models
    ICDM 2024 ·
    Heng Lian
    , Yi He
  23. Utilitarian Online Learning from Open-World Soft Sensing
    ICDM 2024 ·
    Heng Lian
    ,
    Yu Huang
    ,
    Xingquan Zhu
    , Yi He