- 21. Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose C. Kanjirathinkal, Mohan Kankanhalli. MMALFM: Explainable Recommendation by Leveraging Reviews and Images, ACM TOIS, 37 (2), Article 16, 2019. [CCF A][PDF]
- 22. Xinyu Guan^, Zhiyong Cheng*, Xiangnan He, Yongfeng Zhang, Zhibo Zhu, Qinke Peng, Tat-Seng Chua. Attentive Aspect Modeling for Review-Aware Recommendation, ACM TOIS, 37 (3), Article 28, 2019. [CCF A] [PDF][CODE]
- 23. Yangyang Guo^, Zhiyong Cheng*, Liqiang Nie*, Yinglong Wang, Jun Ma, Mohan Kankanhalli. Attentive Long Short-Term Preference Modeling for Personalized Product Search, ACM TOIS, 37 (2), Article 19, 2019. [CCF A] [PDF][CODE]
- 24. Yangyang Guo^, Zhiyong Cheng*, Liqiang Nie*, Yibing Liu, Yinglong Wang and Mohan Kankanhalli. Quantifying and Alleviating the Language Prior Problem in Visual Question Answering, ACM SIGIR 2019. (Acceptance rate: 20%) [CCF A] [PDF]
- 25. Fan Liu^, Zhiyong Cheng*, Changchang, Yinglong Wang, Liqiang Nie*, Mohan Kankanhalli. User Diverse Preference Modeling via Multimodal Attentive Metric Learning, ACM MM 2019. (Oral, Acceptance rate: 26.5%) [CCF A] [PDF][CODE]
- 26. Yinwei Wei^, Zhiyong Cheng*, Xuzheng Yu, Zhou Zhao, Lei Zhu and Liqiang Nie*. Personalized Hashtag Recommendation for Micro-videos, ACM MM 2019. (Acceptance rate: 26.5%) [CCF A] [PDF] [CODE]
- 27. Tao Zhuo, Zhiyong Cheng*, Peng Zhang, Yongkang Wong, Mohan Kankanhalli. Explainable Video Action Reasoning via Prior Knowledge and State Transitions, ACM MM 2019. (Oral, Acceptance rate: 26.5%) [CCF A] [CODE]