Unsupervised Dynamic Network Embedding Using Global Information. - Junyou Zhu; Zheng Luo; Fan Zhang 094; Haiqiang Wang; Jiaxin Wang; Chao Gao (IJCNN, 2021)

Enhanced Self-node Weights Based Graph Convolutional Networks for Passenger Flow Prediction. - Hao Liu; Fan Zhang 094; Yi Fan; Junyou Zhu; Zhen Wang 004; Chao Gao (KSEM, 2021)

Medication Combination Prediction via Attention Neural Networks with Prior Medical Knowledge. - Haiqiang Wang; Xuyuan Dong; Zheng Luo; Junyou Zhu; Peican Zhu; Chao Gao (KSEM, 2021)

Community Detection in Dynamic Networks: A Novel Deep Learning Method. - Fan Zhang 094; Junyou Zhu; Zheng Luo; Zhen Wang 004; Li Tao; Chao Gao (KSEM, 2021)

Evolutionary Markov Dynamics for Network Community Detection. - Zhen Wang 004; Chunyu Wang; Xianghua Li; Chao Gao; Xuelong Li 001; Junyou Zhu (IEEE Trans. Knowl. Data Eng., 2022)

Community Detection in Graph: An Embedding Method. - Junyou Zhu; Chunyu Wang; Chao Gao; Fan Zhang 094; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Netw. Sci. Eng., 2022)

A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks. - Chao Gao; Junyou Zhu; Fan Zhang 094; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Cybern., 2023)

Propagation Structure-Aware Graph Transformer for Robust and Interpretable Fake News Detection. - Junyou Zhu; Chao Gao; Ze Yin; Xianghua Li; Jürgen Kurths (KDD, 2024)

MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation. - Junyou Zhu; Yanyuan Qiao; Siqi Zhang; Xingjian He; Qi Wu 001; Jing Liu 001 (CoRR, 2024)

SAC-Net: Enhancing Spatiotemporal Aggregation in Cervical Histological Image Classification via Label-Efficient Weakly Supervised Learning. - Xiyue Wang; De Cai; Sen Yang 006; Yiming Cui 002; Junyou Zhu; Kanran Wang; Junhan Zhao (IEEE Trans. Circuits Syst. Video Technol., 2024)

HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervical Cytology Classification. - De Cai; Jie Chen; Junhan Zhao; Yuan Xue 002; Sen Yang 006; Wei Yuan 015; Min Feng; Haiyan Weng; Shuguang Liu; Yulong Peng; Junyou Zhu; Kanran Wang; et al. (IEEE Trans. Medical Imaging, 2024)

GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation. - Qianyi Liu; Siqi Zhang; Yanyuan Qiao; Junyou Zhu; Xiang Li; Longteng Guo; Qunbo Wang; Xingjian He; Qi Wu 001; Jing Liu 001 (WACV, 2025)

Counterfactual Bidirectional Co-Attention Transformer for Integrative Histology-Genomic Cancer Risk Stratification. - Zheyi Ji; Yongxin Ge; Chijioke Chukwudi; Kaicheng U; Sophia Meixuan Zhang; Yulong Peng; Junyou Zhu; Hossam Zaki; Xueling Zhang; Sen Yang 006; Xiyue Wang; Yijiang Chen; et al. (IEEE J. Biomed. Health Informatics, 2025)