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Huiyuan Chen

17 papers at tracked venues · 11 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-6360-558X ↗Homepage ↗

Venues

ICML ×3CIKM ×2ICDM ×2WWW ×2AAAI ×1ACL ×1ICLR ×1NeurIPS ×1SDM ×1SIGIR ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Mahashweta Das
×6
Yuzhong Chen
×5
Vivian Lai
×5
Hanghang Tong
×4
Yiwei Cai
×4
Chin-Chia Michael Yeh
×4
Yan Zheng
×4
Minghua Xu
×4
Zhe Xu
×3
Menghai Pan
×3
Zhimeng Jiang
×3
Xin Dai
×3

Papers

  1. 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
  2. Fine-Grained Graph Rationalization
    CIKM 2025 ·
    Zhe Xu
    ,
    Menghai Pan
    ,
    Yuzhong Chen
    , Huiyuan Chen,
    Yuchen Yan
    ,
    Mahashweta Das
    ,
    Hanghang Tong
  3. GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization
    SDM 2025 ·
    Xiaodong Yang
    ,
    Xiaoting Li
    , Huiyuan Chen,
    Yiwei Cai
  4. Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
    ICML 2025 ·
    Zhengyu Fang
    ,
    Zhimeng Jiang
    , Huiyuan Chen,
    Xiao Li
    ,
    Jing Li
  5. A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining
    CIKM 2024 ·
    Audrey Der
    ,
    Chin-Chia Michael Yeh
    ,
    Xin Dai
    , Huiyuan Chen,
    Yan Zheng
    ,
    Yujie Fan
    ,
    Zhongfang Zhuang
    ,
    Vivian Lai
    ,
    Junpeng Wang
    ,
    Liang Wang
    ,
    Wei Zhang
    ,
    Eamonn J. Keogh
  6. 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
  7. Discrete-state Continuous-time Diffusion for Graph Generation
    NeurIPS 2024 ·
    Zhe Xu
    ,
    Ruizhong Qiu
    ,
    Yuzhong Chen
    , Huiyuan Chen,
    Xiran Fan
    ,
    Menghai Pan
    ,
    Zhichen Zeng
    ,
    Mahashweta Das
    ,
    Hanghang Tong
  8. Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization
    ICDM 2024 ·
    Song Wang
    ,
    Xiaodong Yang
    ,
    Rashidul Islam
    , Huiyuan Chen,
    Minghua Xu
    ,
    Jundong Li
    ,
    Yiwei Cai
  9. Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations
    ACL 2024 ·
    Xiran Fan
    ,
    Minghua Xu
    , Huiyuan Chen,
    Yuzhong Chen
    ,
    Mahashweta Das
    ,
    Hao Yang
  10. Fairness without Demographics through Shared Latent Space-Based Debiasing
    AAAI 2024 ·
    Rashidul Islam
    , Huiyuan Chen,
    Yiwei Cai
  11. LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning
    ICML 2024 ·
    Hongye Jin
    ,
    Xiaotian Han
    ,
    Jingfeng Yang
    ,
    Zhimeng Jiang
    ,
    Zirui Liu
    ,
    Chia-Yuan Chang
    , Huiyuan Chen,
    Xia Hu
  12. Masked Graph Transformer for Large-Scale Recommendation
    SIGIR 2024 · Huiyuan Chen,
    Zhe Xu
    ,
    Chin-Chia Michael Yeh
    ,
    Vivian Lai
    ,
    Yan Zheng
    ,
    Minghua Xu
    ,
    Hanghang Tong
  13. Matrix Profile for Anomaly Detection on Multidimensional Time Series
    ICDM 2024 ·
    Chin-Chia Michael Yeh
    ,
    Audrey Der
    ,
    Uday Singh Saini
    ,
    Vivian Lai
    ,
    Yan Zheng
    ,
    Junpeng Wang
    ,
    Xin Dai
    ,
    Zhongfang Zhuang
    ,
    Yujie Fan
    , Huiyuan Chen,
    Prince Osei Aboagye
    ,
    Liang Wang
    ,
    Wei Zhang
    ,
    Eamonn J. Keogh
  14. PaCEr: Network Embedding From Positional to Structural
    WWW 2024 ·
    Yuchen Yan
    ,
    Yongyi Hu
    ,
    Qinghai Zhou
    ,
    Lihui Liu
    ,
    Zhichen Zeng
    ,
    Yuzhong Chen
    ,
    Menghai Pan
    , Huiyuan Chen,
    Mahashweta Das
    ,
    Hanghang Tong
  15. RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data
    SIGKDD 2024 ·
    Chin-Chia Michael Yeh
    ,
    Yujie Fan
    ,
    Xin Dai
    ,
    Uday Singh Saini
    ,
    Vivian Lai
    ,
    Prince Osei Aboagye
    ,
    Junpeng Wang
    , Huiyuan Chen,
    Yan Zheng
    ,
    Zhongfang Zhuang
    ,
    Liang Wang
    ,
    Wei Zhang
  16. TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
    ICML 2024 ·
    Weijieying Ren
    ,
    Xiaoting Li
    , Huiyuan Chen,
    Vineeth Rakesh
    ,
    Zhuoyi Wang
    ,
    Mahashweta Das
    ,
    Vasant G. Honavar
  17. Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering
    WSDM 2024 · Huiyuan Chen,
    Vivian Lai
    ,
    Hongye Jin
    ,
    Zhimeng Jiang
    ,
    Mahashweta Das
    ,
    Xia Hu