Yan Zhou, Jie Guo*, Hao Sun, Bin Song, and Fei Richard Yu. Attention-guided Multi-step Fusion: A Hierarchical Fusion Network for Multimodal Recommendation. The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. July 23–27, 2023. DOI：10.1145/3539618.3591950
 Jie Guo, Meiting Wang, Yan Zhou, Bin Song, Yuhao Chi, Wei Fan, Jianglong Chang. HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval, Early Access, IEEE Transactions on Multimedia, 2023. DOI:10.1109/TMM.2023.3248160
 Yan Zhou, Jie Guo*, Bin Song, Chen Chen, Jianglong Chang, Fei Richard Yu. Trust-aware Multi-task Knowledge Graph for Recommendation, IEEE Transactions on Knowledge and Data Engineering, Early Access, 2022.
 Chen Chen, Bin Song, Jie Guo*, Tong Zhang. Multi-dimensional shared representation learning with graph fusion network for Session-based Recommendation. Information Fusion. Volume 92, April 2023, pp. 205-215.
 Xu Kang, Bin Song, Jie Guo*, Zhijin Qin, Fei Richard Yu. Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems. IEEE Transactions on Communications, Vol. 70, No. 8, pp. 5181-5192, 2022.
 Chen Chen, Jie Guo, Bin Song*, Tong Zhang. Orthogonal Vector-Decomposed Disentanglement Network of Interactive Image Retrieval for Fashion Outfit Recommendation. Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, MCFR@MM 2022, October 14, 2022, Lisboa, Portugal.
 Jie Guo, Yan Zhou, Peng Zhang, Bin Song*, Chen Chen. Trust-Aware Recommendation Based on Heterogeneous Multi-Relational Graphs Fusion. Information Fusion. Volume 74, October 2021, pp. 87-95.
 Chen chen, Jie Guo, Bin Song*. Dual Attention Transfer in Session-based Recommendation with Multi Dimensional Integration. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. July 11-15, 2021.
 Jie Guo, Wenwen Luo, Bin Song*, et al. Intelligence-Sharing Vehicular Networks with Mobile Edge Computing and Spatiotemporal Knowledge Transfer. IEEE Network. Volume 34, Issue 4, pp. 256 - 262. July/August 2020.
 Jie Guo, Bin Song*, Peng Zhang, Mengdi Ma, Wenwen Luo, Junmei lv. Affective Video Content Analysis Based on Multimodal Data Fusion in Heterogeneous Networks. Information Fusion. Volume 51, November 2019, pp. 224-232
 Jie Guo, Bin Song*, et al. Fast Video Frame Correlation Analysis for Vehicular Networks by Using CVS-CNN. IEEE Transactions on Vehicular Technology. July 2019, 68(7): 6286-6292
 Jie Guo, Bin Song*, F. Richard Yu, Ying He, and Mehdi Sookhak. A Survey on Compressed Sensing in Vehicular Infotainment Systems. IEEE Communications Surveys and Tutorials. Vol. 19, No. 4, pp. 2662-2680, 2017.