Journal papers

• Ziqiang Li, Yun Liu, and Gouhei Tanaka (2023). Multi-Reservoir Echo State Networks with Hodrick–Prescott Filter for nonlinear time-series prediction. Applied Soft Computing, 110021.

• Yun Liu, Jun Miyazaki. Knowledge-aware Attentional Neural Network for Review-based Movie Recommendation with Explanations. Neural Computing and Applications, 2022: 1-19.

• Z. Li, X. Cai, Y. Liu, and B. Zhu. "A novel gaussian–bernoulli based convolutional deep belief networks for image feature extraction." Neural Processing Letters 49, no. 1 (2019): 305-319.

• Yun Liu, Sun Yuqing, Li Mingzhu. User Attributes Inference Based on Reviews on Social Media [J]. Chinese Journal of Computers. 2017, 40(12): 2762 2762-2776. 

Conference papers

• Yun Liu, Jun Miyazaki, Qiong Chang. "Knowledge graph enhanced multi-task learning between reviews and ratings for movie recommendation"[C]//Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing. 2022: 1882-1889.

• Yun Liu, Jun Miyazaki, Qiong Chang. Jointly Learning Propagating Features on the Knowledge Graph for Movie Recommendation. Database and Expert Systems Applications. DEXA 2022: 3-16. https://doi.org/10.1007/978-3-031-12423-5_1

• Yun Liu, Jun Miyazaki. Mutual Learning between Reviews and Ratings for Recommendation with Knowledge-based Neural Network. DEIM Forum. 2021.