Jinyu Cai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Subspace Clustering

Feature Representations

Mutual Information Maximization

Top Venues

J. Intell. Fuzzy Syst.

Publications

Jinyu Cai, Jinglue Xu, Jialong Li, Takuto Yamauchi, Hitoshi Iba, Kenji Tei
Exploring the Improvement of Evolutionary Computation via Large Language Models. CoRR (2024)
Jinyu Cai, Jialong Li, Mingyue Zhang, Munan Li, Chen-Shu Wang, Kenji Tei
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation. CoRR (2024)
Jinyu Cai, Jinglue Xu, Jialong Li, Takuto Yamauchi, Hitoshi Iba, Kenji Tei
Exploring the Improvement of Evolutionary Computation via Large Language Models. GECCO Companion (2024)
Yusei Ishimizu, Jialong Li, Jinglue Xu, Jinyu Cai, Hitoshi Iba, Kenji Tei
Automatic Adaptation Rule Optimization via Large Language Models. CoRR (2024)
Jinyu Cai, Jialong Li, Mingyue Zhang, Munan Li, Chen-Shu Wang, Kenji Tei
Language Evolution for Evading Social Media Regulation via LLM-Based Multi-Agent Simulation. CEC (2024)
Jinyu Cai, Yunhe Zhang, Zhoumin Lu, Wenzhong Guo, See-kiong Ng
FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework. CoRR (2024)
Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan
Deep Orthogonal Hypersphere Compression for Anomaly Detection. ICLR (2024)
Jinyu Cai, Yunhe Zhang, Shiping Wang, Jicong Fan, Wenzhong Guo
Wasserstein Embedding Learning for Deep Clustering: A Generative Approach. IEEE Trans. Multim. 26 (2024)
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
Multi: Multimodal Understanding Leaderboard with Text and Images. CoRR (2024)
Nianzhao Zheng, Jialong Li, Nianyu Li, Mingyue Zhang, Jinyu Cai, Kenji Tei
Exploring Optimal eHMI Display Location for Various Vehicle Types: A VR User Study. CHI Extended Abstracts (2024)
Jinyu Cai, Yi Han, Wenzhong Guo, Jicong Fan
Deep graph-level clustering using pseudo-label-guided mutual information maximization network. Neural Comput. Appl. 36 (16) (2024)
Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan
Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection. CoRR (2023)
Jiangnan Luo, Jinyu Cai, Jianping Li, Jiuhua Gao, Feng Zhou, Kailang Chen, Lei Liu, Mengda Hao
Drilling rod target segmentation recognition based on an improved GAN. J. Intell. Fuzzy Syst. 45 (4) (2023)
Jinyu Cai, Jialong Li, Mingyue Zhang, Kenji Tei
Value Iteration Networks With Gated Summarization Module. IEEE Access 11 (2023)
Chaoyang Xu, Renjie Lin, Jinyu Cai, Shiping Wang
Label correction using contrastive prototypical classifier for noisy label learning. Inf. Sci. 649 (2023)
Jinyu Cai, Yunhe Zhang, Jicong Fan
Self-Discriminative Modeling for Anomalous Graph Detection. CoRR (2023)
Jinyu Cai, Yi Han, Wenzhong Guo, Jicong Fan
Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network. CoRR (2023)
Jinyu Cai, Jialong Li, Kenji Tei
Value Iteration Networks with Gated Summarization Module. CoRR (2023)
Chaoyang Xu, Renjie Lin, Jinyu Cai, Shiping Wang
Deep image clustering by fusing contrastive learning and neighbor relation mining. Knowl. Based Syst. 238 (2022)
Jinyu Cai, Jialong Li, Zhenyu Mao, Kenji Tei
Value Iteration Residual Network with Self-attention. ISDA (3) (2022)
Jinyu Cai, Wenzhong Guo, Jicong Fan
Unsupervised Deep Discriminant Analysis Based Clustering. CoRR (2022)
Jinyu Cai, Shiping Wang, Chaoyang Xu, Wenzhong Guo
Unsupervised deep clustering via contractive feature representation and focal loss. Pattern Recognit. 123 (2022)
Jinyu Cai, Jicong Fan
Perturbation Learning Based Anomaly Detection. CoRR (2022)
Jinyu Cai, Jicong Fan
Perturbation Learning Based Anomaly Detection. NeurIPS (2022)
Jinyu Cai, Jicong Fan, Wenzhong Guo, Shiping Wang, Yunhe Zhang, Zhao Zhang
Efficient Deep Embedded Subspace Clustering. CVPR (2022)
Jinyu Cai, Shiping Wang, Wenzhong Guo
Unsupervised embedded feature learning for deep clustering with stacked sparse auto-encoder. Expert Syst. Appl. 186 (2021)
Wenzhong Guo, Jinyu Cai, Shiping Wang
Unsupervised discriminative feature representation via adversarial auto-encoder. Appl. Intell. 50 (4) (2020)
Jinyu Cai, Shiping Wang, Wenzhong Guo
Stacked Sparse Auto-Encoder for Deep Clustering. ISPA/BDCloud/SocialCom/SustainCom (2019)
Jinyu Cai, Shiping Wang, Wenzhong Guo
Unsupervised deep feature representation using adversarial auto-encoder. ICPS (2019)
Shiping Wang, Jinyu Cai, Qihao Lin, Wenzhong Guo
An Overview of Unsupervised Deep Feature Representation for Text Categorization. IEEE Trans. Comput. Soc. Syst. 6 (3) (2019)
Hong Xue, Yiliang Lin, Yi Yuan, Jinyu Cai
Early warning classification of cluster supply chain emergency based on cloud model and datastream clustering algorithm. J. Intell. Fuzzy Syst. 35 (1) (2018)