- 11. Yu Zhang^, Zhiyong Cheng*, Fan Liu, Xun Yang, Yuxin Peng. Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation. Information Processing & Management 61 (3), 103689, 2024. [CODE ]
- 12. Zhiyong Cheng, Sai Han^, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng. Multi-behavior Recommendation with Cascading Graph Convolution Networks. WWW 2023. (Acceptance rate: 19.2% )[CCF A][CODE]
- 13. Ansong Li^, Zhiyong Cheng*, Fan Liu, Zan Gao, Weili Guan, Yuxin Peng. Disentangled Graph Neural Networks for Session-based Recommendation, IEEE TKDE, 35(8): 7870-7882, 2023. [CCF A][Axiv][CODE]
- 14. Fan Liu^, Zhiyong Cheng*, Lei Zhu, Chenghao Liu, Liqiang Nie*. An Attribute-aware Attentive GCN Model for Attribute Missing in Recommendation, IEEE TKDE, 34(9): 4077-4088 , 2022. [CCF A][PDF][CODE]
- 15. Yangyang Guo^, Zhiyong Cheng*, Jiazheng Jing, Yanpeng Lin, Liqiang Nie, Meng Wang. Enhancing Factorization Machines with Generalized Metric Learning, IEEE TKDE, 34(8): 3740-3753, 2022. [CCF A][PDF][CODE]
- 16. Zhiyong Cheng, Fan Liu^, Shenghan Mei^, Yangyang Guo, Lei Zhu, Liqiang Nie. Feature-level Attentive ICF for Recommendation, ACM TOIS, 40(4): 75:1-75:24, 2022.[CCF A] [PDF][CODE]
- 17. Haoyu Tang^, Jihua Zhu, Meng Liu, Zan Gao, Zhiyong Cheng*. Frame-wise Cross-modal Matching for Video Moment Retrieval, IEEE TMM, 24: 1338-1349, 2022. [PDF][CODE]
- 18. Yangyang Guo^, Liqiang Nie*, Zhiyong Cheng*, Feng Ji, Ji Zhang, Alberto Del Bimbo. AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss, IJCAI 2021. (Acceptance rate: 13.9%) [CCF A][PDF]
- 19. Xinxiao Zhao^, Zhiyong Cheng*, Lei Zhu, Jiecai Zheng, Xueqing Li. UGRec: Modeling Directed and Undirected Relations for Recommendation, SIGIR 2021. (Acceptance rate: 21%) [CCF A][CODE]
- 20. Fan Liu^, Zhiyong Cheng*, Lei Zhu, Zan Gao, Liqiang Nie*. Interest-aware Message-Passing GCN for Recommendation, WWW 2021. (Acceptance rate: 20.6%) [CCF A][PDF][CODE]