Peiyan Zhang

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

2024

doi dblp
TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems.
Peiyan Zhang|Yuchen Yan|Xi Zhang|Chaozhuo Li|Senzhang Wang|Feiran Huang|Sunghun Kim
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation.
Peiyan Zhang|Yuchen Yan|Xi Zhang|Liying Kang|Chaozhuo Li|Feiran Huang|Senzhang Wang|Sunghun Kim
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective.
Yuchen Yan|Peiyan Zhang|Zheng Fang|Qingqing Long
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs.
Peiyan Zhang|Chaozhuo Li|Liying Kang|Feiran Huang|Senzhang Wang|Xing Xie|Sunghun Kim
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation.
Juyong Jiang|Peiyan Zhang|Yingtao Luo|Chaozhuo Li|Jae Boum Kim|Kai Zhang|Senzhang Wang|Xing Xie|Sunghun Kim
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Continual Learning on Dynamic Graphs via Parameter Isolation.
Peiyan Zhang|Yuchen Yan|Chaozhuo Li|Senzhang Wang|Xing Xie|Guojie Song|Sunghun Kim
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 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.

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