| 2026 | AAAI | Unifying Multi-View Knowledge for Graph Learning via Model Collaboration. | Zhihao Wu, Jielong Lu, Zihan Fang, Jinyu Cai, Guangyong Chen, Jiajun Bu, Haishuai Wang |
| 2026 | WWW | SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information. | Wei Guan, Jian Cao, Qiqi Cai, Jianqi Gao, Jinyu Cai, See-Kiong Ng |
| 2025 | AAAI | Mixture of Experts as Representation Learner for Deep Multi-View Clustering. | Yunhe Zhang, Jinyu Cai, Zhihao Wu, Pengyang Wang, See-Kiong Ng |
| 2025 | AAAI | Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning. | Yan-Kai Liu, Jinyu Cai, Bao-Liang Lu, Wei-Long Zheng |
| 2025 | ICML | Self-Discriminative Modeling for Anomalous Graph Detection. | Jinyu Cai, Yunhe Zhang, Jicong Fan |
| 2025 | ICML | Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection. | Jinyu Cai, Yunhe Zhang, Fusheng Liu, See-Kiong Ng |
| 2024 | CEC | 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 |
| 2024 | CHI | 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 |
| 2024 | GECCO | Exploring the Improvement of Evolutionary Computation via Large Language Models. | Jinyu Cai, Jinglue Xu, Jialong Li, Takuto Yamauchi, Hitoshi Iba, Kenji Tei |
| 2024 | ICLR | Deep Orthogonal Hypersphere Compression for Anomaly Detection. | Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan |
| 2024 | IJCAI | Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment. | Jinyu Cai, Yunhe Zhang, Jicong Fan, Yali Du, Wenzhong Guo |
| 2024 | IJCAI | LG-FGAD: An Effective Federated Graph Anomaly Detection Framework. | Jinyu Cai, Yunhe Zhang, Jicong Fan, See-Kiong Ng |
| 2024 | IJCAI | Kernel Readout for Graph Neural Networks. | Jiajun Yu, Zhihao Wu, Jinyu Cai, Adele Lu Jia, Jicong Fan |
| 2022 | CVPR | Efficient Deep Embedded Subspace Clustering. | Jinyu Cai, Jicong Fan, Wenzhong Guo, Shiping Wang, Yunhe Zhang, Zhao Zhang |
| 2022 | ISDA | Value Iteration Residual Network with Self-attention. | Jinyu Cai, Jialong Li, Zhenyu Mao, Kenji Tei |
| 2019 | ISPA | Stacked Sparse Auto-Encoder for Deep Clustering. | Jinyu Cai, Shiping Wang, Wenzhong Guo |