| 2025 | ACL | Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models. | Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Richard Yi Da Xu, Yunya Song, Xian Yang |
| 2025 | CogSci | MPPFND: A Dataset and Analysis of Detecting Fake News with Multi-Platform Propagation. | Congyuan Zhao, Lingwei Wei, Ziming Qin, Wei Zhou, Yunya Song, Songlin Hu |
| 2023 | ICWSM | RTANet: Recommendation Target-Aware Network Embedding. | Qimeng Cao, Qing Yin, Yunya Song, Zhihua Wang, Yujun Chen, Richard Yi Da Xu, Xian Yang |
| 2022 | COLING | Improving Deep Embedded Clustering via Learning Cluster-level Representations. | Qing Yin, Zhihua Wang, Yunya Song, Richard Yida Xu, Shuai Niu, Liang Bai, Yike Guo, Xian Yang |
| 2021 | ICDM | Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records. | Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang |
| 2019 | ICDM | Oasis: Online Analytic System for Incivility Detection and Sentiment Classification. | Leyu Liu, Xin Huang, Jianliang Xu, Yunya Song |
| 2018 | ICDM | PP-DBLP: Modeling and Generating Attributed Public-Private Networks with DBLP. | Xin Huang, Jiaxin Jiang, Byron Choi, Jianliang Xu, Zhiwei Zhang, Yunya Song |
| 2015 | IJCAI | A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews. | Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shujian Huang, Jiajun Chen |