| 2025 | CSCWD | EG-UNet: A Medical Image Segmentation Model with Enhanced Feature Fusion. | Xuqing Chai, Yifan Zhang, Yinghai Lin, Danyang Liu, Zhixiong Tian, Zhen Wang |
| 2025 | NAACL | Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models. | Danyang Liu, Fanjie Kong, Xiaohang Sun, Dhruva Patil, Avijit Vajpayee, Zhu Liu, Vimal Bhat, Najmeh Sadoughi |
| 2023 | AAAI | Detecting and Grounding Important Characters in Visual Stories. | Danyang Liu, Frank Keller |
| 2023 | CIKM | DPGN: Denoising Periodic Graph Network for Life Service Recommendation. | Hao Xu, Huixuan Chi, Danyang Liu, Sheng Zhou, Mengdi Zhang |
| 2023 | EMNLP | Visual Storytelling with Question-Answer Plans. | Danyang Liu, Mirella Lapata, Frank Keller |
| 2022 | CIKM | Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates. | Danyang Liu, Yuji Yang, Mengdi Zhang, Wei Wu, Xing Xie, Guangzhong Sun |
| 2021 | KDD | Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning. | Danyang Liu, Jianxun Lian, Zheng Liu, Xiting Wang, Guangzhong Sun, Xing Xie |
| 2020 | AAAI | A Character-Centric Neural Model for Automated Story Generation. | Danyang Liu, Juntao Li, Meng-Hsuan Yu, Ziming Huang, Gongshen Liu, Dongyan Zhao, Rui Yan |
| 2020 | AAAI | Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder. | Meng-Hsuan Yu, Juntao Li, Danyang Liu, Bo Tang, Haisong Zhang, Dongyan Zhao, Rui Yan |
| 2020 | ACL | MIND: A Large-scale Dataset for News Recommendation. | Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu, Ming Zhou |
| 2020 | RecSys | KRED: Knowledge-Aware Document Representation for News Recommendations. | Danyang Liu, Jianxun Lian, Shiyin Wang, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie |
| 2019 | CIKM | News Graph: An Enhanced Knowledge Graph for News Recommendation. | Danyang Liu, Ting Bai, Jianxun Lian, Xin Zhao, Guangzhong Sun, Ji-Rong Wen, Xing Xie |
| 2019 | IJCAI | Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems. | Xiao Zhou, Danyang Liu, Jianxun Lian, Xing Xie |
| 2019 | IJCNN | A Transformer-Based Variational Autoencoder for Sentence Generation. | Danyang Liu, Gongshen Liu |
| 2018 | UIC | Spatial-Aware Deep Recommender System. | Steven Mudda, Defu Lian, Silvia Giordano, Danyang Liu, Xing Xie |