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)

Unsupervised deep feature representation using adversarial auto-encoder. - Jinyu Cai; Shiping Wang; Wenzhong Guo (ICPS, 2019)

Stacked Sparse Auto-Encoder for Deep Clustering. - Jinyu Cai; Shiping Wang; Wenzhong Guo (ISPA/BDCloud/SocialCom/SustainCom, 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)

Unsupervised discriminative feature representation via adversarial auto-encoder. - Wenzhong Guo; Jinyu Cai; Shiping Wang (Appl. Intell., 2020)

Unsupervised embedded feature learning for deep clustering with stacked sparse auto-encoder. - Jinyu Cai; Shiping Wang; Wenzhong Guo (Expert Syst. Appl., 2021)

Efficient Deep Embedded Subspace Clustering. - Jinyu Cai; Jicong Fan 001; Wenzhong Guo; Shiping Wang; Yunhe Zhang 001; Zhao Zhang 001 (CVPR, 2022)

Value Iteration Residual Network with Self-attention. - Jinyu Cai; Jialong Li 001; Zhenyu Mao; Kenji Tei (ISDA (3), 2022)

Perturbation Learning Based Anomaly Detection. - Jinyu Cai; Jicong Fan 001 (NeurIPS, 2022)

Unsupervised Deep Discriminant Analysis Based Clustering. - Jinyu Cai; Wenzhong Guo; Jicong Fan 001 (CoRR, 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 clustering via contractive feature representation and focal loss. - Jinyu Cai; Shiping Wang; Chaoyang Xu; Wenzhong Guo (Pattern Recognit., 2022)

Value Iteration Networks With Gated Summarization Module. - Jinyu Cai; Jialong Li 001; Mingyue Zhang 002; Kenji Tei (IEEE Access, 2023)

Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection. - Yunhe Zhang 001; Yan Sun; Jinyu Cai; Jicong Fan 001 (CoRR, 2023)

Self-Discriminative Modeling for Anomalous Graph Detection. - Jinyu Cai; Yunhe Zhang 001; Jicong Fan 001 (CoRR, 2023)

Label correction using contrastive prototypical classifier for noisy label learning. - Chaoyang Xu; Renjie Lin; Jinyu Cai; Shiping Wang (Inf. Sci., 2023)

Overcooked Plus: A Comprehensive Cooking Scenario TestBed for Enhancing the Evaluation of Autonomous Planning Algorithms. - Jinyu Cai; Jialong Li 001; Nianyu Li; Mingyue Zhang 002; Ruijia Yang; Kenji Tei (ACSOS-C, 2024)

Automatic Adaptation Rule Optimization via Large Language Models. - Yusei Ishimizu; Jialong Li 001; Jinglue Xu; Jinyu Cai; Hitoshi Iba; Kenji Tei (ACSOS-C, 2024)

Language Evolution for Evading Social Media Regulation via LLM-Based Multi-Agent Simulation. - Jinyu Cai; Jialong Li 001; Mingyue Zhang 002; Munan Li; Chen-Shu Wang; Kenji Tei (CEC, 2024)

Exploring Optimal eHMI Display Location for Various Vehicle Types: A VR User Study. - Nianzhao Zheng; Jialong Li 001; Nianyu Li; Mingyue Zhang 002; Jinyu Cai; Kenji Tei (CHI Extended Abstracts, 2024)

Exploring the Improvement of Evolutionary Computation via Large Language Models. - Jinyu Cai; Jinglue Xu; Jialong Li 001; Takuto Yamauchi; Hitoshi Iba; Kenji Tei (GECCO Companion, 2024)

Deep Orthogonal Hypersphere Compression for Anomaly Detection. - Yunhe Zhang 001; Yan Sun; Jinyu Cai; Jicong Fan 001 (ICLR, 2024)

Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment. - Jinyu Cai; Yunhe Zhang 001; Jicong Fan 001; Yali Du 001; Wenzhong Guo (IJCAI, 2024)

LG-FGAD: An Effective Federated Graph Anomaly Detection Framework. - Jinyu Cai; Yunhe Zhang 001; Jicong Fan 001; See-Kiong Ng (IJCAI, 2024)

Kernel Readout for Graph Neural Networks. - Jiajun Yu; Zhihao Wu 002; Jinyu Cai; Adele Lu Jia; Jicong Fan 001 (IJCAI, 2024)

Towards Effective Federated Graph Anomaly Detection via Self-boosted Knowledge Distillation. - Jinyu Cai; Yunhe Zhang 001; Zhoumin Lu; Wenzhong Guo; See-Kiong Ng (ACM Multimedia, 2024)

MULTI: Multimodal Understanding Leaderboard with Text and Images. - Zichen Zhu; Yang Xu; Lu Chen 002; Jingkai Yang; Yichuan Ma; Yiming Sun; Hailin Wen; Jiaqi Liu; Jinyu Cai; Yingzi Ma; Situo Zhang; Zihan Zhao; et al. (CoRR, 2024)

FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework. - Jinyu Cai; Yunhe Zhang 001; Zhoumin Lu; Wenzhong Guo; See-Kiong Ng (CoRR, 2024)

Wasserstein Embedding Learning for Deep Clustering: A Generative Approach. - Jinyu Cai; Yunhe Zhang 001; Shiping Wang; Jicong Fan 001; Wenzhong Guo (IEEE Trans. Multim., 2024)

Deep graph-level clustering using pseudo-label-guided mutual information maximization network. - Jinyu Cai; Yi Han; Wenzhong Guo; Jicong Fan 001 (Neural Comput. Appl., 2024)

Deep Masked Graph Node Clustering. - Jinbin Yang; Jinyu Cai; Luying Zhong; Yueyang Pi; Shiping Wang (IEEE Trans. Comput. Soc. Syst., 2024)

Mixture of Experts as Representation Learner for Deep Multi-View Clustering. - Yunhe Zhang 001; Jinyu Cai; Zhihao Wu 002; Pengyang Wang; See-Kiong Ng (AAAI, 2025)

Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning. - Yan-Kai Liu; Jinyu Cai; Bao-Liang Lu; Wei-Long Zheng (AAAI, 2025)

Multi-Grained Guaranteeable Requirement Analysis for Iterative Adaptation. - Jialong Li 001; Takuto Yamauchi; Takanori Hirano; Jinyu Cai; Kenji Tei (IEICE Trans. Inf. Syst., 2025)

Towards Adaptive Masked Structural Learning for Graph-Level Clustering. - Jinbin Yang; Jinyu Cai; Yunhe Zhang 001; Sujia Huang; Shiping Wang (IEEE Trans. Netw. Sci. Eng., 2025)

Detection and pose measurement of underground drill pipes based on GA-PointNet++. - Jiangnan Luo; Jinyu Cai; Jianping Li; Deyi Zhang; Jiuhua Gao; Yuze Li; Liu Lei; Mengda Hao (Appl. Intell., 2025)

Simulation of Language Evolution under Regulated Social Media Platforms: A Synergistic Approach of Large Language Models and Genetic Algorithms. - Jinyu Cai; Yusei Ishimizu; Mingyue Zhang 002; Munan Li; Jialong Li 001; Kenji Tei (CoRR, 2025)

WereWolf-Plus: An Update of Werewolf Game setting Based on DSGBench. - Xinyuan Xia; Yuanyi Song; Haomin Ma; Jinyu Cai (CoRR, 2025)