Jinyu Cai

According to our database, Jinyu Cai authored at least 29 papers between 2018 and 2024.

Collaborative distances:

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

2024

Deep graph-level clustering using pseudo-label-guided mutual information maximization network.

Jinyu Cai, Yi Han, Wenzhong Guo, Jicong Fan

Neural Comput. Appl., June, 2024

Wasserstein Embedding Learning for Deep Clustering: A Generative Approach.

Jinyu Cai, Yunhe Zhang, Shiping Wang, Jicong Fan, Wenzhong Guo

IEEE Trans. Multim., 2024

Automatic Adaptation Rule Optimization via Large Language Models.

Yusei Ishimizu, Jialong Li, Jinglue Xu, Jinyu Cai, Hitoshi Iba, Kenji Tei

CoRR, 2024

FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework.

Jinyu Cai, Yunhe Zhang, Zhoumin Lu, Wenzhong Guo, See-Kiong Ng

CoRR, 2024

MULTI: Multimodal Understanding Leaderboard with Text and Images.

Zichen Zhu, Yang Xu, Lu Chen, Jingkai Yang, Yichuan Ma, Yiming Sun, Hailin Wen, Jiaqi Liu, Jinyu Cai, Yingzi Ma, Situo Zhang, Zihan Zhao, Liangtai Sun, Kai Yu

CoRR, 2024

Kernel Readout for Graph Neural Networks.

Jiajun Yu, Zhihao Wu, Jinyu Cai, Adele Lu Jia, Jicong Fan

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

LG-FGAD: An Effective Federated Graph Anomaly Detection Framework.

Jinyu Cai, Yunhe Zhang, Jicong Fan, See-Kiong Ng

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment.

Jinyu Cai, Yunhe Zhang, Jicong Fan, Yali Du, Wenzhong Guo

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Deep Orthogonal Hypersphere Compression for Anomaly Detection.

Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Exploring the Improvement of Evolutionary Computation via Large Language Models.

Jinyu Cai, Jinglue Xu, Jialong Li, Takuto Yamauchi, Hitoshi Iba, Kenji Tei

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Exploring Optimal eHMI Display Location for Various Vehicle Types: A VR User Study.

Nianzhao Zheng, Jialong Li, Nianyu Li, Mingyue Zhang, Jinyu Cai, Kenji Tei

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Language Evolution for Evading Social Media Regulation via LLM-Based Multi-Agent Simulation.

Jinyu Cai, Jialong Li, Mingyue Zhang, Munan Li, Chen-Shu Wang, Kenji Tei

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Label correction using contrastive prototypical classifier for noisy label learning.

Chaoyang Xu, Renjie Lin, Jinyu Cai, Shiping Wang

Inf. Sci., November, 2023

Drilling rod target segmentation recognition based on an improved GAN.

Jiangnan Luo, Jinyu Cai, Jianping Li, Jiuhua Gao, Feng Zhou, Kailang Chen, Lei Liu, Mengda Hao

J. Intell. Fuzzy Syst., October, 2023

Self-Discriminative Modeling for Anomalous Graph Detection.

Jinyu Cai, Yunhe Zhang, Jicong Fan

CoRR, 2023

Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection.

Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan

CoRR, 2023

Value Iteration Networks With Gated Summarization Module.

Jinyu Cai, Jialong Li, Mingyue Zhang, Kenji Tei

IEEE Access, 2023

2022

Unsupervised deep clustering via contractive feature representation and focal loss.

Jinyu Cai, Shiping Wang, Chaoyang Xu, Wenzhong Guo

Pattern Recognit., 2022

Deep image clustering by fusing contrastive learning and neighbor relation mining.

Chaoyang Xu, Renjie Lin, Jinyu Cai, Shiping Wang

Knowl. Based Syst., 2022

Unsupervised Deep Discriminant Analysis Based Clustering.

Jinyu Cai, Wenzhong Guo, Jicong Fan

CoRR, 2022

Perturbation Learning Based Anomaly Detection.

Jinyu Cai, Jicong Fan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Value Iteration Residual Network with Self-attention.

Jinyu Cai, Jialong Li, Zhenyu Mao, Kenji Tei

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Efficient Deep Embedded Subspace Clustering.

Jinyu Cai, Jicong Fan, Wenzhong Guo, Shiping Wang, Yunhe Zhang, Zhao Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Unsupervised embedded feature learning for deep clustering with stacked sparse auto-encoder.

Jinyu Cai, Shiping Wang, Wenzhong Guo

Expert Syst. Appl., 2021

2020

Unsupervised discriminative feature representation via adversarial auto-encoder.

Wenzhong Guo, Jinyu Cai, Shiping Wang

Appl. Intell., 2020

2019

An Overview of Unsupervised Deep Feature Representation for Text Categorization.

Shiping Wang, Jinyu Cai, Qihao Lin, Wenzhong Guo

IEEE Trans. Comput. Soc. Syst., 2019

Stacked Sparse Auto-Encoder for Deep Clustering.

Jinyu Cai, Shiping Wang, Wenzhong Guo

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Unsupervised deep feature representation using adversarial auto-encoder.

Jinyu Cai, Shiping Wang, Wenzhong Guo

Proceedings of the IEEE International Conference on Industrial Cyber Physical Systems, 2019

2018

Early warning classification of cluster supply chain emergency based on cloud model and datastream clustering algorithm.

Hong Xue, Yiliang Lin, Yi Yuan, Jinyu Cai

J. Intell. Fuzzy Syst., 2018