Xiaohong Guan

Venues

Frequent coauthors

Papers

1. SGA: Self-boosting Attributed Graph Alignment via Neighborhood Consistency-based Edge Enhancement
   SIGKDD 2026 ·

   Chenxu Wang

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2. Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models
   ACL 2025 ·

   Jianxing Liao

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3. IsGCL: Informative Sample-Aware Progressive Graph Contrastive Learning
   ICDE 2025 ·

   Juxiang Zeng

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4. Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
   ICML 2025 ·

   Hongbin Pei

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5. A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities
   ICDE 2024 ·

   Peng Jia

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6. Grand: A Fast and Accurate Graph Retrieval Framework via Knowledge Distillation
   SIGIR 2024 ·

   Lin Lan

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7. HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning
   AAAI 2024 ·

   Hongbin Pei

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8. Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning
   WWW 2024 ·

   Hongbin Pei

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9. Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
   ICML 2024 ·

   Hongbin Pei

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10. SMUG: Sand Mixing for Unobserved Class Detection in Graph Few-Shot Learning
    WWW 2024 ·

    Chenxu Wang

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