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Jinyu Cai

14 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

AAAI ×3IJCAI ×3ICML ×2NeurIPS ×2ACM MM ×1CHI ×1ICLR ×1WWW ×1

Frequent coauthors

Yunhe Zhang
×8
See-Kiong Ng
×6
Jicong Fan
×5
Zhihao Wu
×2
Jielong Lu
×2
Haishuai Wang
×2
Zhihao Wu
×2
Wenzhong Guo
×2
Wei Guan
×1
Jian Cao
×1
Qiqi Cai
×1
Jianqi Gao
×1

Papers

  1. SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information
    WWW 2026 ·
    Wei Guan
    ,
    Jian Cao
    ,
    Qiqi Cai
    ,
    Jianqi Gao
    , Jinyu Cai,
    See-Kiong Ng
  2. Unifying Multi-View Knowledge for Graph Learning via Model Collaboration
    AAAI 2026 ·
    Zhihao Wu
    ,
    Jielong Lu
    ,
    Zihan Fang
    , Jinyu Cai,
    Guangyong Chen
    ,
    Jiajun Bu
    ,
    Haishuai Wang
  3. Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
    ICML 2025 · Jinyu Cai,
    Yunhe Zhang
    ,
    Fusheng Liu
    ,
    See-Kiong Ng
  4. Mixture of Experts as Representation Learner for Deep Multi-View Clustering
    AAAI 2025 ·
    Yunhe Zhang
    , Jinyu Cai,
    Zhihao Wu
    ,
    Pengyang Wang
    ,
    See-Kiong Ng
  5. Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning
    AAAI 2025 ·
    Yan-Kai Liu
    , Jinyu Cai,
    Bao-Liang Lu
    ,
    Wei-Long Zheng
  6. Self-Discriminative Modeling for Anomalous Graph Detection
    ICML 2025 · Jinyu Cai,
    Yunhe Zhang
    ,
    Jicong Fan
  7. Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection
    NeurIPS 2025 · Jinyu Cai,
    Yuan Xie
    ,
    Glynnis Lim
    ,
    Yifang Yin
    ,
    Roger Zimmermann
    ,
    See-Kiong Ng
  8. Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts
    NeurIPS 2025 ·
    Zhihao Wu
    , Jinyu Cai,
    Yunhe Zhang
    ,
    Jielong Lu
    ,
    Zhaoliang Chen
    ,
    Shuman Zhuang
    ,
    Haishuai Wang
  9. Deep Orthogonal Hypersphere Compression for Anomaly Detection
    ICLR 2024 ·
    Yunhe Zhang
    ,
    Yan Sun
    , Jinyu Cai,
    Jicong Fan
  10. Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment
    IJCAI 2024 · Jinyu Cai,
    Yunhe Zhang
    ,
    Jicong Fan
    ,
    Yali Du
    ,
    Wenzhong Guo
  11. Exploring Optimal eHMI Display Location for Various Vehicle Types: A VR User Study
    CHI 2024 ·
    Nianzhao Zheng
    ,
    Jialong Li
    ,
    Nianyu Li
    ,
    Mingyue Zhang
    , Jinyu Cai,
    Kenji Tei
  12. Kernel Readout for Graph Neural Networks
    IJCAI 2024 ·
    Jiajun Yu
    ,
    Zhihao Wu
    , Jinyu Cai,
    Adele Lu Jia
    ,
    Jicong Fan
  13. LG-FGAD: An Effective Federated Graph Anomaly Detection Framework
    IJCAI 2024 · Jinyu Cai,
    Yunhe Zhang
    ,
    Jicong Fan
    ,
    See-Kiong Ng
  14. Towards Effective Federated Graph Anomaly Detection via Self-boosted Knowledge Distillation
    ACM MM 2024 · Jinyu Cai,
    Yunhe Zhang
    ,
    Zhoumin Lu
    ,
    Wenzhong Guo
    ,
    See-Kiong Ng