Du, JunPing

12 publications

IJCAI 2025 ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network Zeli Guan, Yawen Li, Junping Du, Runqing Tang, Xiaolong Meng

ICML 2025 CFPT: Empowering Time Series Forecasting Through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling Feifei Kou, Jiahao Wang, Lei Shi, Yuhan Yao, Yawen Li, Suguo Zhu, Zhongbao Zhang, Junping Du

IJCAI 2025 CSAHFL: Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-Layer Non-IID in Heterogeneous Edge Computing Networks Aijing Li, Junping Du, Dandan Liu, Yingxia Shao, Tong Zhao, Guanhua Ye

AAAI 2025 Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval Tianlong Zhang, Zhe Xue, Adnan Mahmood, Junping Du, Yuchen Dong, Shilong Ou, Lang Feng, Ming-Hsuan Yang, Yuankai Qi

AAAI 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective Zhongjian Zhang, Mengmei Zhang, Xiao Wang, Lingjuan Lyu, Bo Yan, Junping Du, Chuan Shi

AAAI 2024 Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction Yu Zang, Zhe Xue, Shilong Ou, Lingyang Chu, Junping Du, Yunfei Long

AAAI 2024 Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search Meiyu Liang, Junping Du, Zhengyang Liang, Yongwang Xing, Wei Huang, Zhe Xue

ECCV 2022 CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer Zijie Wu, Zhen Zhu, Junping Du, Xiang Bai

IJCAI 2021 Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data Zhe Xue, Junping Du, Changwei Zheng, Jie Song, Wenqi Ren, MeiYu Liang

IJCAI 2019 Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification Zhe Xue, Junping Du, Dawei Du, Wenqi Ren, Siwei Lyu

CVPR 2017 Noisy SoftMax: Improving the Generalization Ability of DCNN via Postponing the Early SoftMax Saturation Binghui Chen, Weihong Deng, Junping Du

CVPR 2017 Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild Shan Li, Weihong Deng, JunPing Du