Junyou Zhu

18 papers A* 3A 1B 1C 3Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction.
IEEE Trans. Knowl. Data Eng.
Junyou Zhu, Christian Nauck, Michael Lindner, Langzhou He, Philip S. Yu, Klaus-Robert Müller, Jürgen Kurths, Frank Hellmann
2025 J jnl
Can Molecular Foundation Models Know What They Don't Know? A Simple Remedy with Preference Optimization.
CoRR
Langzhou He, Junyou Zhu, Fangxin Wang, Junhua Liu, Haoyan Xu, Yue Zhao, Philip S. Yu, Qitian Wu
2025 J jnl
Counterfactual Bidirectional Co-Attention Transformer for Integrative Histology-Genomic Cancer Risk Stratification.
IEEE J. Biomed. Health Informatics
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
2025 A conf
GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation.
WACV
Qianyi Liu, Siqi Zhang, Yanyuan Qiao, Junyou Zhu, Xiang Li, Longteng Guo, Qunbo Wang, Xingjian He, Qi Wu, Jing Liu
2025 A* conf
MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation.
ICRA
Junyou Zhu, Yanyuan Qiao, Siqi Zhang, Xingjian He, Qi Wu, Jing Liu
2025 A* conf
SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning.
ICML
Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su, Philip S. Yu, Jürgen Kurths, Frank Hellmann
2025 J jnl
Xiaomi MiMo-VL-Miloco Technical Report.
CoRR
Jiaze Li, Jingyang Chen, Yuxun Qu, Shijie Xu, Zhenru Lin, Junyou Zhu, Boshen Xu, Wenhui Tan, Pei Fu, Jianzhong Ju, Zhenbo Luo, Jian Luan
2024 J jnl
HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervical Cytology Classification.
IEEE Trans. Medical Imaging
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
2024 J jnl
MiniVLN: Efficient Vision-and-Language Navigation by Progressive Knowledge Distillation.
CoRR
Junyou Zhu, Yanyuan Qiao, Siqi Zhang, Xingjian He, Qi Wu, Jing Liu
2024 A* conf
Propagation Structure-Aware Graph Transformer for Robust and Interpretable Fake News Detection.
KDD
Junyou Zhu, Chao Gao, Ze Yin, Xianghua Li, Jürgen Kurths
2024 J jnl
SAC-Net: Enhancing Spatiotemporal Aggregation in Cervical Histological Image Classification via Label-Efficient Weakly Supervised Learning.
IEEE Trans. Circuits Syst. Video Technol.
Xiyue Wang, De Cai, Sen Yang, Yiming Cui, Junyou Zhu, Kanran Wang, Junhan Zhao
2023 J jnl
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks.
IEEE Trans. Cybern.
Chao Gao, Junyou Zhu, Fan Zhang, Zhen Wang, Xuelong Li
2022 J jnl
Community Detection in Graph: An Embedding Method.
IEEE Trans. Netw. Sci. Eng.
Junyou Zhu, Chunyu Wang, Chao Gao, Fan Zhang, Zhen Wang, Xuelong Li
2022 J jnl
Evolutionary Markov Dynamics for Network Community Detection.
IEEE Trans. Knowl. Data Eng.
Zhen Wang, Chunyu Wang, Xianghua Li, Chao Gao, Xuelong Li, Junyou Zhu
2021 C conf
Community Detection in Dynamic Networks: A Novel Deep Learning Method.
KSEM
Fan Zhang, Junyou Zhu, Zheng Luo, Zhen Wang, Li Tao, Chao Gao
2021 C conf
Enhanced Self-node Weights Based Graph Convolutional Networks for Passenger Flow Prediction.
KSEM
Hao Liu, Fan Zhang, Yi Fan, Junyou Zhu, Zhen Wang, Chao Gao
2021 C conf
Medication Combination Prediction via Attention Neural Networks with Prior Medical Knowledge.
KSEM
Haiqiang Wang, Xuyuan Dong, Zheng Luo, Junyou Zhu, Peican Zhu, Chao Gao
2021 B conf
Unsupervised Dynamic Network Embedding Using Global Information.
IJCNN
Junyou Zhu, Zheng Luo, Fan Zhang, Haiqiang Wang, Jiaxin Wang, Chao Gao