Sign in
Rui Ye
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 47
Top Topics
Ensemble Pruning
Convolutional Network
Relational Graph
Transfer Learning
Top Venues
CoRR
Appl. Soft Comput.
Neural Networks
IJCAI
</>
Publications
</>
Shaoheng Fang
,
Rui Ye
,
Wenhao Wang
,
Zuhong Liu
,
Yuxiao Wang
,
Yafei Wang
,
Siheng Chen
,
Yanfeng Wang
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units.
CoRR
(2024)
Zhongyi Huang
,
Zhiming Fang
,
Rui Ye
,
Mohcine Chraibi
A Matrix Translation Model for Evacuation Path Optimization.
IEEE Trans. Intell. Transp. Syst.
25 (2) (2024)
Xianghe Pang
,
Shuo Tang
,
Rui Ye
,
Yuxin Xiong
,
Bolun Zhang
,
Yanfeng Wang
,
Siheng Chen
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation.
CoRR
(2024)
Kexin Lv
,
Rui Ye
,
Xiaolin Huang
,
Jie Yang
,
Siheng Chen
Learn What You Need in Personalized Federated Learning.
CoRR
(2024)
Rui Ye
,
Wenhao Wang
,
Jingyi Chai
,
Dihan Li
,
Zexi Li
,
Yinda Xu
,
Yaxin Du
,
Yanfeng Wang
,
Siheng Chen
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning.
CoRR
(2024)
Rui Ye
,
Mingkai Xu
,
Jianyu Wang
,
Chenxin Xu
,
Siheng Chen
,
Yanfeng Wang
FedDisco: Federated Learning with Discrepancy-Aware Collaboration.
CoRR
(2023)
Rui Ye
,
Zhenyang Ni
,
Chenxin Xu
,
Jianyu Wang
,
Siheng Chen
,
Yonina C. Eldar
FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning.
IEEE Trans. Signal Process.
71 (2023)
Rui Ye
,
Shanshan Feng
,
Xutao Li
,
Yunming Ye
,
Baoquan Zhang
,
Yan Zhu
,
Yao Sun
,
Yaowei Wang
WDMNet: Modeling diverse variations of regional wind speed for multi-step predictions.
Neural Networks
162 (2023)
Rui Ye
,
Yaxin Du
,
Zhenyang Ni
,
Siheng Chen
,
Yanfeng Wang
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation.
CoRR
(2023)
Rui Ye
,
Xinyu Zhu
,
Jingyi Chai
,
Siheng Chen
,
Yanfeng Wang
Federated Learning Empowered by Generative Content.
CoRR
(2023)
Baoquan Zhang
,
Hao Jiang
,
Xutao Li
,
Shanshan Feng
,
Yunming Ye
,
Chen Luo
,
Rui Ye
MetaDT: Meta Decision Tree With Class Hierarchy for Interpretable Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
33 (6) (2023)
Yujie Fang
,
Xin Li
,
Rui Ye
,
Xiaoyan Tan
,
Peiyao Zhao
,
Mingzhong Wang
Relation-aware Graph Convolutional Networks for Multi-relational Network Alignment.
ACM Trans. Intell. Syst. Technol.
14 (2) (2023)
Rui Ye
,
Zhenyang Ni
,
Fangzhao Wu
,
Siheng Chen
,
Yanfeng Wang
Personalized Federated Learning with Inferred Collaboration Graphs.
ICML
(2023)
Rui Ye
,
Baoquan Zhang
,
Xutao Li
,
Yunming Ye
PEPNet: A barotropic primitive equations-based network for wind speed prediction.
Neural Networks
167 (2023)
Rui Ye
,
Mingkai Xu
,
Jianyu Wang
,
Chenxin Xu
,
Siheng Chen
,
Yanfeng Wang
FedDisco: Federated Learning with Discrepancy-Aware Collaboration.
ICML
(2023)
Baoquan Zhang
,
Hao Jiang
,
Xutao Li
,
Shanshan Feng
,
Yunming Ye
,
Rui Ye
MetaDT: Meta Decision Tree for Interpretable Few-Shot Learning.
CoRR
(2022)
Ziyu Shan
,
Qi Yang
,
Rui Ye
,
Yujie Zhang
,
Yiling Xu
,
Xiaozhong Xu
,
Shan Liu
GPA-Net: No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network.
CoRR
(2022)
Rui Ye
,
Zhenyang Ni
,
Chenxin Xu
,
Jianyu Wang
,
Siheng Chen
,
Yonina C. Eldar
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning.
CoRR
(2022)
Baoquan Zhang
,
Shanshan Feng
,
Xutao Li
,
Yunming Ye
,
Rui Ye
,
Chen Luo
,
Hao Jiang
SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Baoquan Zhang
,
Xutao Li
,
Shanshan Feng
,
Yunming Ye
,
Rui Ye
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning.
AAAI
(2022)
Lun Hu
,
Qiang Chen
,
Liyuan Qiao
,
Le Du
,
Rui Ye
Automatic Detection of Melanins and Sebums from Skin Images Using a Generative Adversarial Network.
Cogn. Comput.
14 (5) (2022)
Baoquan Zhang
,
Hao Jiang
,
Shanshan Feng
,
Xutao Li
,
Yunming Ye
,
Rui Ye
Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning.
IJCAI
(2022)
Kuai Dai
,
Xutao Li
,
Yunming Ye
,
Shanshan Feng
,
Danyu Qin
,
Rui Ye
MSTCGAN: Multiscale Time Conditional Generative Adversarial Network for Long-Term Satellite Image Sequence Prediction.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Rui Ye
,
Qun Dai
A relationship-aligned transfer learning algorithm for time series forecasting.
Inf. Sci.
593 (2022)
Rui Ye
,
Xutao Li
,
Yunming Ye
,
Baoquan Zhang
DynamicNet: A time-variant ODE network for multi-step wind speed prediction.
Neural Networks
152 (2022)
Rui Ye
,
Shanshan Feng
,
Xutao Li
,
Yunming Ye
,
Baoquan Zhang
,
Chuyao Luo
SPLNet: A sequence-to-one learning network with time-variant structure for regional wind speed prediction.
Inf. Sci.
609 (2022)
Guang Zeng
,
Jun Zhang
,
Rui Ye
,
Andreas Schadschneider
,
Shuchao Cao
,
Qiao Wang
,
Weiguo Song
Pedestrian dynamics in single-File movement under Background Music with Different Tempos.
Adv. Complex Syst.
24 (6) (2021)
Chuyao Luo
,
ZhengZhang
,
Rui Ye
,
Xutao Li
,
Yunming Ye
RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting.
CoRR
(2021)
Rui Ye
,
Yuqing Hou
,
Te Lei
,
Yunxing Zhang
,
Qing Zhang
,
Jiale Guo
,
Huaiwen Wu
,
Hengliang Luo
Dynamic Graph Construction for Improving Diversity of Recommendation.
RecSys
(2021)
Rui Ye
,
Qun Dai
Implementing transfer learning across different datasets for time series forecasting.
Pattern Recognit.
109 (2021)
Baoquan Zhang
,
Shanshan Feng
,
Xutao Li
,
Yunming Ye
,
Rui Ye
SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification.
CoRR
(2021)
Xiaolian Li
,
Rui Ye
,
Zhiming Fang
,
Yihua Xu
,
Beihua Cong
,
Xin Han
Uni- and bidirectional pedestrian flows through zigzag corridor in a tourism area: a field study.
Adapt. Behav.
29 (3) (2021)
Qitao Gu
,
Qun Dai
,
HuiHui Yu
,
Rui Ye
Integrating Multi-Source Transfer Learning, Active Learning and Metric Learning paradigms for Time Series Prediction.
Appl. Soft Comput.
109 (2021)
Baoquan Zhang
,
Xutao Li
,
Yunming Ye
,
Shanshan Feng
,
Rui Ye
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning.
CoRR
(2021)
Rui Ye
,
Qing Zhang
,
Hengliang Luo
Cross-Session Aware Temporal Convolutional Network for Session-based Recommendation.
ICDM (Workshops)
(2020)
Rui Ye
,
Xin Li
,
Yujie Fang
,
Hongyu Zang
,
Mingzhong Wang
A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment.
IJCAI
(2019)
Yiping Zeng
,
Hui Zhang
,
Xiaodong Liu
,
Yanyun Fu
,
Xinzhi Wang
,
Rui Ye
Study on Uni-directinal Pedestrian Flow Based on Artificial Neural Network.
ICVISP
(2019)
Rui Ye
,
Qun Dai
,
Meiling Li
A hybrid transfer learning algorithm incorporating TrSVM with GASEN.
Pattern Recognit.
92 (2019)
Jinhua Li
,
Qun Dai
,
Rui Ye
A novel double incremental learning algorithm for time series prediction.
Neural Comput. Appl.
31 (10) (2019)
Rui Ye
,
Qun Dai
MultiTL-KELM: A multi-task learning algorithm for multi-step-ahead time series prediction.
Appl. Soft Comput.
79 (2019)
Yiping Zeng
,
Hui Zhang
,
Xiaodong Liu
,
Yanyun Fu
,
Qing Deng
,
Rui Ye
Information system and management for campus safety.
EM-GIS
(2019)
Shengnan Li
,
Xin Li
,
Rui Ye
,
Mingzhong Wang
,
Haiping Su
,
Yingzi Ou
Non-translational Alignment for Multi-relational Networks.
IJCAI
(2018)
Rui Ye
,
Qun Dai
A Novel Greedy Randomized Dynamic Ensemble Selection Algorithm.
Neural Process. Lett.
47 (2) (2018)
Rui Ye
,
Qun Dai
A novel transfer learning framework for time series forecasting.
Knowl. Based Syst.
156 (2018)
Qun Dai
,
Rui Ye
,
Zhuan Liu
Considering diversity and accuracy simultaneously for ensemble pruning.
Appl. Soft Comput.
58 (2017)
Rui Ye
,
Wentao Meng
,
Shenggang Wan
Extending Lifetime of SSD in Raid5 Systems through a Reliable Hierarchical Cache.
NAS
(2017)
Rui Ye
,
Cai Fu
,
Lansheng Han
,
Deliang Xu
Multidimensional Trust Evaluation Model Based on Redemption and Data Aggregation.
SKG
(2015)
Rui Ye
,
Qing Wu
SOA based cloud computing trust model research with a curve fitting method.
CCIS
(2012)