Jiayan Guo

2025

doi dblp
Advancing Session-Based Recommendations with Atten-Mixer+: Dynamic and Adaptive Multi-Level Intent Mining.
Peiyan Zhang|Jiayan Guo|Chaozhuo Li|Liying Kang|Jaeboum Kim|Jie Xu|Xi Zhang|Yan Zhang|Haohan Wang|Sunghun Kim
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 5

2023

doi dblp
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network.
Peiyan Zhang|Jiayan Guo|Chaozhuo Li|Yueqi Xie|Jaeboum Kim|Yan Zhang|Xing Xie|Haohan Wang|Sunghun Kim
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Homophily-oriented Heterogeneous Graph Rewiring.
Jiayan Guo|Lun Du|Wendong Bi|Qiang Fu|Xiaojun Ma|Xu Chen|Shi Han|Dongmei Zhang|Yan Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation.
Jiayan Guo|Peiyan Zhang|Chaozhuo Li|Xing Xie|Yan Zhang|Sunghun Kim
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation.
Jiayan Guo|Yaming Yang|Xiangchen Song|Yuan Zhang|Yujing Wang|Jing Bai|Yan Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022