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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

Heng Lian
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Zhong Chen
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Manzong Huang
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Di Wu
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Jiajun Shen
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Yufei Jin
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Chengjun Yu
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Dong Li
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Yunpeng Hong
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Xiulin Zheng
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Chenyang Bu
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Haoyang Jiang
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Papers

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