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Tyler Derr

Vanderbilt University, Nashville, TN, USA

22 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0080-5998 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×4NeurIPS ×3SIGKDD ×3CIKM ×2EACL ×2ICLR ×2WSDM ×2WWW ×2ACL ×1NAACL ×1

Frequent coauthors

Yu Wang
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Bo Ni
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Xueqi Cheng
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Yuying Zhao
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Haowei Fu
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Hua Liu
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Leyao Wang
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Austin Coursey
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Zhichao Hou
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Yunchao Liu
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Papers

  1. A Survey on LLM-based Conversational User Simulation
    EACL 2026 ·
    Bo Ni
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  2. Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks
    EACL 2026 ·
    Haowei Fu
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  3. Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution
    AAAI 2026 ·
    Hua Liu
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  4. Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration
    ACL 2026 ·
    Bo Ni
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  5. SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed Graphs
    SIGKDD 2026 ·
    Leyao Wang
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  6. A Large-scale Training Paradigm for Graph Generative Models
    ICLR 2025 ·
    Yu Wang
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  7. BTS: A Comprehensive Benchmark for Tie Strength Prediction
    SIGKDD 2025 ·
    Xueqi Cheng
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  8. Demystifying the Power of Large Language Models in Graph Generation
    NAACL 2025 ·
    Yu Wang
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  9. Edge Classification on Graphs: New Directions in Topological Imbalance
    WSDM 2025 ·
    Xueqi Cheng
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  10. Machine Learning on Graphs in the Era of Generative Artificial Intelligence
    SIGKDD 2025 ·
    Yu Wang
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  11. Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
    AAAI 2025 ·
    Bo Ni
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  12. A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
    ICLR 2024 ·
    Yu Wang
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  13. Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness
    WWW 2024 ·
    Yuying Zhao
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  14. Data Quality-aware Graph Machine Learning
    CIKM 2024 ·
    Yu Wang
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  15. FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
    NeurIPS 2024 ·
    Austin Coursey
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  16. Knowledge Graph Prompting for Multi-Document Question Answering
    AAAI 2024 ·
    Yu Wang
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  17. Knowledge Graph-based Session Recommendation with Session-Adaptive Propagation
    WWW 2024 ·
    Yu Wang
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  18. Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
    AAAI 2024 ·
    Yuying Zhao
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  19. Robust Graph Neural Networks via Unbiased Aggregation
    NeurIPS 2024 ·
    Zhichao Hou
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  20. The 5th International Workshop on Machine Learning on Graphs (MLoG)
    WSDM 2024 · Tyler Derr
  21. Topology-aware Retrieval Augmentation for Text Generation
    CIKM 2024 ·
    Yu Wang
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  22. WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
    NeurIPS 2024 ·
    Yunchao Liu
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