PPaperPicks

Junping Du

Beijing University of Posts and Telecommunications (BUPT), Beijing, China

19 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8590-3767 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×7WWW ×4ICDE ×2IJCAI ×2SIGKDD ×2ACM MM ×1ICML ×1

Frequent coauthors

Zhe Xue
×9
Yawen Li
×9
Meiyu Liang
×7
Guanhua Ye
×5
Yingxia Shao
×3
Wei Huang
×3
Chuan Shi
×3
Wu Liu
×2
Lei Shi
×2
Tong Zhao
×2
Aijing Li
×2
Xiaolong Meng
×2

Papers

  1. HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion
    AAAI 2026 ·
    Di Wang
    , Junping Du,
    Zhe Xue
    ,
    Meiyu Liang
    ,
    Guanhua Ye
    ,
    Yingxia Shao
    ,
    Haisheng Li
  2. Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation Modeling
    WWW 2026 ·
    Peining Li
    ,
    Meiyu Liang
    ,
    Wei Huang
    , Junping Du,
    Zhe Xue
    ,
    Guanhua Ye
    ,
    Wu Liu
    ,
    Lei Shi
  3. Rethink Representation Learning for Questionnaire Data
    AAAI 2026 ·
    Guanhua Ye
    ,
    Jifeng He
    ,
    Yan Li
    , Junping Du,
    Zhe Xue
    ,
    Yingxia Shao
    ,
    Meiyu Liang
    ,
    Yawen Li
  4. ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language Model
    AAAI 2026 ·
    Tong Zhao
    , Junping Du,
    Zhe Xue
    ,
    Meiyu Liang
    ,
    Aijing Li
    ,
    Xiaolong Meng
    ,
    Dandan Liu
  5. Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent
    SIGKDD 2026 ·
    Haocheng Yu
    ,
    Yaxiong Wu
    ,
    Hao Wang
    ,
    Wei Guo
    ,
    Yong Liu
    ,
    Yawen Li
    ,
    Yuyang Ye
    , Junping Du,
    Enhong Chen
  6. ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network
    IJCAI 2025 ·
    Zeli Guan
    ,
    Yawen Li
    , Junping Du,
    Runqing Tang
    ,
    Xiaolong Meng
  7. Asymmetric Pre-aligned Anchor Contrastive Enhanced Diffusion Hashing Model for Incomplete Multimodal Retrieval
    ACM MM 2025 ·
    Yang Yu
    ,
    Meiyu Liang
    ,
    Wei Huang
    ,
    Juncheng Zheng
    ,
    Kangkang Lu
    ,
    Yawen Li
    , Junping Du,
    Zhe Xue
    ,
    Wu Liu
  8. CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling
    ICML 2025 ·
    Feifei Kou
    ,
    Jiahao Wang
    ,
    Lei Shi
    ,
    Yuhan Yao
    ,
    Yawen Li
    ,
    Suguo Zhu
    ,
    Zhongbao Zhang
    , Junping Du
  9. CSAHFL: Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks
    IJCAI 2025 ·
    Aijing Li
    , Junping Du,
    Dandan Liu
    ,
    Yingxia Shao
    ,
    Tong Zhao
    ,
    Guanhua Ye
  10. Empowering Federated Graph Rationale Learning with Latent Environments
    WWW 2025 ·
    Linan Yue
    ,
    Qi Liu
    ,
    Yawen Li
    ,
    Fangzhou Yao
    ,
    Weibo Gao
    , Junping Du
  11. Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval
    AAAI 2025 ·
    Tianlong Zhang
    ,
    Zhe Xue
    ,
    Adnan Mahmood
    , Junping Du,
    Yuchen Dong
    ,
    Shilong Ou
    ,
    Lang Feng
    ,
    Ming-Hsuan Yang
    ,
    Yuankai Qi
  12. GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations
    SIGKDD 2025 ·
    Junze Chen
    ,
    Cheng Yang
    ,
    Shujie Li
    ,
    Zhiqiang Zhang
    ,
    Yawen Li
    , Junping Du,
    Chuan Shi
  13. Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective
    AAAI 2025 ·
    Zhongjian Zhang
    ,
    Mengmei Zhang
    ,
    Xiao Wang
    ,
    Lingjuan Lyu
    ,
    Bo Yan
    , Junping Du,
    Chuan Shi
  14. TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential Recommendation
    WWW 2025 ·
    Jiaqing Zhang
    ,
    Mingjia Yin
    ,
    Hao Wang
    ,
    Yawen Li
    ,
    Yuyang Ye
    ,
    Xingyu Lou
    , Junping Du,
    Enhong Chen
  15. Towards Unsupervised Entity Alignment for Highly Heterogeneous Knowledge Graphs
    ICDE 2025 ·
    Runhao Zhao
    ,
    Weixin Zeng
    ,
    Jiuyang Tang
    ,
    Yawen Li
    ,
    Guanhua Ye
    , Junping Du,
    Xiang Zhao
  16. Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction
    AAAI 2024 ·
    Yu Zang
    ,
    Zhe Xue
    ,
    Shilong Ou
    ,
    Lingyang Chu
    , Junping Du,
    Yunfei Long
  17. Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation
    WWW 2024 ·
    Bo Yan
    ,
    Yang Cao
    ,
    Haoyu Wang
    ,
    Wenchuan Yang
    , Junping Du,
    Chuan Shi
  18. Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search
    AAAI 2024 ·
    Meiyu Liang
    , Junping Du,
    Zhengyang Liang
    ,
    Yongwang Xing
    ,
    Wei Huang
    ,
    Zhe Xue
  19. Unsupervised Multimodal Graph Contrastive Semantic Anchor Space Dynamic Knowledge Distillation Network for Cross-Media Hash Retrieval
    ICDE 2024 ·
    Yang Yu
    ,
    Meiyu Liang
    ,
    Mengran Yin
    ,
    Kangkang Lu
    , Junping Du,
    Zhe Xue