Jiayi Xie, Shang Liu, Gao Cong, Zhenzhong Chen. UnifiedSSR: A Unified Framework of Sequential Search and Recommendation. The Web Conference (WWW), 2024, 3410-3419.
Jiayi Xie, Zhenzhong Chen. Hierarchical Transformer with Spatio-Temporal Context Aggregation for Next Point-of-Interest Recommendation. ACM Transactions on Information Systems (TOIS), 2024, 42(2): 31:1-37:30.
Jiayi Xie, Yaochen Zhu, Zhenzhong Chen. Micro-Video Popularity Prediction via Multimodal Variational Information Bottleneck. IEEE Transactions on Multimedia (TMM), 2023, 25: 24-37.
Jiayi Xie, Yaochen Zhu, Zhibin Zhang, et al. A Multimodal Variational Encoder-Decoder Framework for Micro-video Popularity Prediction. The Web Conference (WWW), 2020, 2542-2548.
Ding Ding, Jing Yi, Jiayi Xie, Zhenzhong Chen. Meta-path Aware Dynamic Graph Learning for Friend Recommendation with User Mobility. Information Sciences, 2024, 666: 120448.
Yaochen Zhu, Jing Yi, Jiayi Xie, Zhenzhong Chen. Deep Causal Reasoning for Recommendations. ACM Transactions on Intelligent Systems and Technology (TIST), 2024, accepted.
Jing Yi, Yaochen Zhu, Jiayi Xie, Zhenzhong Chen. Cross-Modal Variational Auto-Encoder for Content-Based Micro-Video Background Music Recommendation. IEEE Transactions on Multimedia (TMM), 2023, 25: 515-528.
Shang Liu, Jiayi Xie, Cong Zou, Zhenzhong Chen. User Conditional Hashtag Recommendation for Micro-Videos. IEEE International Conference on Multimedia and Expo (ICME), 2020, 1-6.
