PPaperPicks

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
×16
Ryan A. Rossi
×7
Yuying Zhao
×7
Bo Ni
×6
Nesreen K. Ahmed
×5
Franck Dernoncourt
×3
Ruiyi Zhang
×3
Alexa F. Siu
×3
Nedim Lipka
×3
Namyong Park
×3
Xiaorui Liu
×3
Xueqi Cheng
×3

Papers

  1. A Survey on LLM-based Conversational User Simulation
    EACL 2026 ·
    Bo Ni
    ,
    Yu Wang
    ,
    Leyao Wang
    ,
    Branislav Kveton
    ,
    Franck Dernoncourt
    ,
    Yu Xia
    ,
    Hongjie Chen
    ,
    Reuben Luera
    ,
    Samyadeep Basu
    ,
    Subhojyoti Mukherjee
    ,
    Puneet Mathur
    ,
    Nesreen K. Ahmed
    ,
    Junda Wu
    ,
    Li Li
    ,
    Huixin Zhang
    ,
    Ruiyi Zhang
    ,
    Tong Yu
    ,
    Sungchul Kim
    ,
    Jiuxiang Gu
    ,
    Zhengzhong Tu
    ,
    Alexa F. Siu
    ,
    Zichao Wang
    ,
    Seunghyun Yoon
    ,
    Nedim Lipka
    ,
    Namyong Park
    ,
    Zihao Lin
    ,
    Trung Bui
    ,
    Yue Zhao
    , Tyler Derr,
    Ryan A. Rossi
  2. Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks
    EACL 2026 ·
    Haowei Fu
    ,
    Bo Ni
    ,
    Han Xu
    ,
    Kunpeng Liu
    ,
    Dan Lin
    , Tyler Derr
  3. Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution
    AAAI 2026 ·
    Hua Liu
    ,
    Yanbin Wei
    ,
    Fei Xing
    , Tyler Derr,
    Haoyu Han
    ,
    Yu Zhang
  4. Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration
    ACL 2026 ·
    Bo Ni
    ,
    Qinwen Ge
    ,
    Haowei Fu
    ,
    Ryan A. Rossi
    ,
    Xiaorui Liu
    ,
    Jiejun Xu
    , Tyler Derr
  5. SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed Graphs
    SIGKDD 2026 ·
    Leyao Wang
    ,
    Yu Wang
    ,
    Bo Ni
    ,
    Yuying Zhao
    ,
    Hanyu Wang
    ,
    Yao Ma
    , Tyler Derr
  6. A Large-scale Training Paradigm for Graph Generative Models
    ICLR 2025 ·
    Yu Wang
    ,
    Ryan A. Rossi
    ,
    Namyong Park
    ,
    Huiyuan Chen
    ,
    Nesreen K. Ahmed
    ,
    Puja Trivedi
    ,
    Franck Dernoncourt
    ,
    Danai Koutra
    , Tyler Derr
  7. BTS: A Comprehensive Benchmark for Tie Strength Prediction
    SIGKDD 2025 ·
    Xueqi Cheng
    ,
    Catherine Yang
    ,
    Yuying Zhao
    ,
    Yu Wang
    ,
    Hamid Karimi
    , Tyler Derr
  8. Demystifying the Power of Large Language Models in Graph Generation
    NAACL 2025 ·
    Yu Wang
    ,
    Ryan A. Rossi
    ,
    Namyong Park
    ,
    Nesreen K. Ahmed
    ,
    Danai Koutra
    ,
    Franck Dernoncourt
    , Tyler Derr
  9. Edge Classification on Graphs: New Directions in Topological Imbalance
    WSDM 2025 ·
    Xueqi Cheng
    ,
    Yu Wang
    ,
    Yunchao Liu
    ,
    Yuying Zhao
    ,
    Charu C. Aggarwal
    , Tyler Derr
  10. Machine Learning on Graphs in the Era of Generative Artificial Intelligence
    SIGKDD 2025 ·
    Yu Wang
    ,
    Yu Zhang
    ,
    Zhichun Guo
    ,
    Harry Shomer
    ,
    Haoyu Han
    , Tyler Derr,
    Nesreen K. Ahmed
    ,
    Mahantesh Halappanavar
    ,
    Jiliang Tang
  11. Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
    AAAI 2025 ·
    Bo Ni
    ,
    Yu Wang
    ,
    Lu Cheng
    ,
    Erik Blasch
    , Tyler Derr
  12. A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
    ICLR 2024 ·
    Yu Wang
    ,
    Tong Zhao
    ,
    Yuying Zhao
    ,
    Yunchao Liu
    ,
    Xueqi Cheng
    ,
    Neil Shah
    , Tyler Derr
  13. Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness
    WWW 2024 ·
    Yuying Zhao
    ,
    Minghua Xu
    ,
    Huiyuan Chen
    ,
    Yuzhong Chen
    ,
    Yiwei Cai
    ,
    Rashidul Islam
    ,
    Yu Wang
    , Tyler Derr
  14. Data Quality-aware Graph Machine Learning
    CIKM 2024 ·
    Yu Wang
    ,
    Kaize Ding
    ,
    Xiaorui Liu
    ,
    Jian Kang
    ,
    Ryan A. Rossi
    , Tyler Derr
  15. FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
    NeurIPS 2024 ·
    Austin Coursey
    ,
    Junyi Ji
    ,
    Marcos Quiñones-Grueiro
    ,
    William Barbour
    ,
    Yuhang Zhang
    , Tyler Derr,
    Gautam Biswas
    ,
    Daniel B. Work
  16. Knowledge Graph Prompting for Multi-Document Question Answering
    AAAI 2024 ·
    Yu Wang
    ,
    Nedim Lipka
    ,
    Ryan A. Rossi
    ,
    Alexa F. Siu
    ,
    Ruiyi Zhang
    , Tyler Derr
  17. Knowledge Graph-based Session Recommendation with Session-Adaptive Propagation
    WWW 2024 ·
    Yu Wang
    ,
    Amin Javari
    ,
    Janani Balaji
    ,
    Walid Shalaby
    , Tyler Derr,
    Xiquan Cui
  18. Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
    AAAI 2024 ·
    Yuying Zhao
    ,
    Yu Wang
    ,
    Yi Zhang
    ,
    Pamela J. Wisniewski
    ,
    Charu C. Aggarwal
    , Tyler Derr
  19. Robust Graph Neural Networks via Unbiased Aggregation
    NeurIPS 2024 ·
    Zhichao Hou
    ,
    Ruiqi Feng
    , Tyler Derr,
    Xiaorui Liu
  20. The 5th International Workshop on Machine Learning on Graphs (MLoG)
    WSDM 2024 · Tyler Derr,
    Yao Ma
    ,
    Kaize Ding
    ,
    Tong Zhao
    ,
    Nesreen K. Ahmed
  21. Topology-aware Retrieval Augmentation for Text Generation
    CIKM 2024 ·
    Yu Wang
    ,
    Nedim Lipka
    ,
    Ruiyi Zhang
    ,
    Alexa F. Siu
    ,
    Yuying Zhao
    ,
    Bo Ni
    ,
    Xin Wang
    ,
    Ryan A. Rossi
    , Tyler Derr
  22. WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
    NeurIPS 2024 ·
    Yunchao Liu
    ,
    Ha Dong
    ,
    Xin Wang
    ,
    Rocco Moretti
    ,
    Yu Wang
    ,
    Zhaoqian Su
    ,
    Jiawei Gu
    ,
    Bobby Bodenheimer
    ,
    Charles David Weaver
    ,
    Jens Meiler
    , Tyler Derr