Junyou Zhu

According to our database, Junyou Zhu authored at least 19 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Noise-Filtering Enhanced Graph Transformer for Robust Fake News Detection.

Junyou Zhu, Chao Gao, Ze Yin, Xianghua Li, Zhen Wang, Jürgen Kurths

IEEE Trans. Knowl. Data Eng., June, 2026

Learning Dynamic Stability Landscapes in Synchronization Networks.

Christian Nauck, Junyou Zhu, Michael Lindner, Frank Hellmann

CoRR, May, 2026

Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction.

Junyou Zhu, Christian Nauck, Michael Lindner, Langzhou He, Philip S. Yu, Klaus-Robert Müller, Jürgen Kurths, Frank Hellmann

IEEE Trans. Knowl. Data Eng., January, 2026

2025

Xiaomi MiMo-VL-Miloco Technical Report.

Jiaze Li, Jingyang Chen, Yuxun Qu, Shijie Xu, Zhenru Lin, Junyou Zhu, Boshen Xu, Wenhui Tan, Pei Fu, Jianzhong Ju, Zhenbo Luo, Jian Luan

CoRR, December, 2025

Can Molecular Foundation Models Know What They Don't Know? A Simple Remedy with Preference Optimization.

Langzhou He, Junyou Zhu, Fangxin Wang, Junhua Liu, Haoyan Xu, Yue Zhao, Philip S. Yu, Qitian Wu

CoRR, September, 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, Xiyue Wang, Yijiang Chen, Junhan Zhao

IEEE J. Biomed. Health Informatics, August, 2025

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, Jing Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation.

Junyou Zhu, Yanyuan Qiao, Siqi Zhang, Xingjian He, Qi Wu, Jing Liu

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning.

Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Jürgen Kurths, Frank Hellmann

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervical Cytology Classification.

De Cai, Jie Chen, Junhan Zhao, Yuan Xue, Sen Yang, Wei Yuan, Min Feng, Haiyan Weng, Shuguang Liu, Yulong Peng, Junyou Zhu, Kanran Wang, Christopher Jackson, Hongping Tang, Junzhou Huang, Xiyue Wang

IEEE Trans. Medical Imaging, December, 2024

SAC-Net: Enhancing Spatiotemporal Aggregation in Cervical Histological Image Classification via Label-Efficient Weakly Supervised Learning.

Xiyue Wang, De Cai, Sen Yang, Yiming Cui, Junyou Zhu, Kanran Wang, Junhan Zhao

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Propagation Structure-Aware Graph Transformer for Robust and Interpretable Fake News Detection.

Junyou Zhu, Chao Gao, Ze Yin, Xianghua Li, Jürgen Kurths

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks.

Chao Gao, Junyou Zhu, Fan Zhang, Zhen Wang, Xuelong Li

IEEE Trans. Cybern., June, 2023

2022

Community Detection in Graph: An Embedding Method.

Junyou Zhu, Chunyu Wang, Chao Gao, Fan Zhang, Zhen Wang, Xuelong Li

IEEE Trans. Netw. Sci. Eng., 2022

Evolutionary Markov Dynamics for Network Community Detection.

Zhen Wang, Chunyu Wang, Xianghua Li, Chao Gao, Xuelong Li, Junyou Zhu

IEEE Trans. Knowl. Data Eng., 2022

2021

Community Detection in Dynamic Networks: A Novel Deep Learning Method.

Fan Zhang, Junyou Zhu, Zheng Luo, Zhen Wang, Li Tao, Chao Gao

Proceedings of the Knowledge Science, Engineering and Management, 2021

Medication Combination Prediction via Attention Neural Networks with Prior Medical Knowledge.

Haiqiang Wang, Xuyuan Dong, Zheng Luo, Junyou Zhu, Peican Zhu, Chao Gao

Proceedings of the Knowledge Science, Engineering and Management, 2021

Enhanced Self-node Weights Based Graph Convolutional Networks for Passenger Flow Prediction.

Hao Liu, Fan Zhang, Yi Fan, Junyou Zhu, Zhen Wang, Chao Gao

Proceedings of the Knowledge Science, Engineering and Management, 2021

Unsupervised Dynamic Network Embedding Using Global Information.

Junyou Zhu, Zheng Luo, Fan Zhang, Haiqiang Wang, Jiaxin Wang, Chao Gao

Proceedings of the International Joint Conference on Neural Networks, 2021