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Yang Zhou

Auburn University, Auburn, AL, USA

16 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICDE ×3AAAI ×2CIKM ×2ICML ×2IJCAI ×2EDBT ×1EMNLP ×1ICDM ×1NeurIPS ×1SDM ×1

Frequent coauthors

Ji Liu
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Longwei Wang
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Jalal Khalil
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Lyuheng Yuan
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Qihao Cheng
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Saugat Adhikari
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Zihan Zhou
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Yang Xiao
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Mirza Tanzim Sami
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Zelin Xu
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Papers

  1. Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness
    NeurIPS 2025 ·
    Longwei Wang
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  2. Efficient Enumeration of Large Maximal k-Plexes
    EDBT 2025 ·
    Qihao Cheng
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  3. Explainability-Guided Defense: Attribution-Aware Model Refinement Against Adversarial Data Attacks
    ICDM 2025 ·
    Longwei Wang
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  4. Faster Annotation for Elevation-Guided Flood Extent Mapping by Consistency-Enhanced Active Learning
    IJCAI 2025 ·
    Saugat Adhikari
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  5. Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
    ICML 2025 ·
    Zihan Zhou
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  6. AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
    SDM 2024 ·
    Ji Liu
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  7. Advancing Certified Robustness of Explanation via Gradient Quantization
    CIKM 2024 ·
    Yang Xiao
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  8. DirDense: A Tool for Mining Dense Subgraphs from a Big Directed Graph
    CIKM 2024 ·
    Jalal Khalil
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  9. Effective Federated Graph Matching
    ICML 2024 · Yang Zhou
  10. EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery
    IJCAI 2024 ·
    Mirza Tanzim Sami
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  11. FSM-Explorer: An Interactive Tool for Frequent Subgraph Pattern Mining From a Big Graph
    ICDE 2024 ·
    Jalal Khalil
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  12. Faster Depth-First Subgraph Matching on GPUs
    ICDE 2024 ·
    Lyuheng Yuan
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  13. FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
    AAAI 2024 ·
    Ji Liu
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  14. Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
    EMNLP 2024 ·
    Ji Liu
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  15. G2-AIMD: A Memory-Efficient Subgraph-Centric Framework for Efficient Subgraph Finding on GPUs
    ICDE 2024 ·
    Lyuheng Yuan
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  16. Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery
    AAAI 2024 ·
    Zelin Xu
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