| 2026 | WWW | BiCare: Bi-Objective Set Similarity with Box Embeddings for Safe and Effective Healthcare Decision Support. | Guofang Ma, Pengxiang Zhan, Haoze Huang, Yanchao Tan |
| 2025 | ADMA | Graph-Oriented Cross-Modality Diffusion for Multimedia Recommendation. | Jiamin Chen, Tanzheng Jiang, Zhenghong Lin, Guofang Ma, Yanchao Tan |
| 2025 | CIKM | Higher-order Structure and Semantics-enhanced User Profiling for Recommendation. | Yanchao Tan, Xinyi Huang, Zhijun Chen, Hang Lv, Hengyu Zhang, Wei Huang, Guofang Ma |
| 2025 | ICML | BoxLM: Unifying Structures and Semantics of Medical Concepts for Diagnosis Prediction in Healthcare. | Yanchao Tan, Hang Lv, Yunfei Zhan, Guofang Ma, Bo Xiong, Carl Yang |
| 2025 | ICWS | D ${ }^{3}$: Delayed Default-Intention Based Default Prediction in Financial Loan Service. | Mengying Zhu, Mengyuan Yang, Guanjie Cheng, Guofang Ma |
| 2025 | PRICAI | MGMRec: Learning Multi-granularity Representations for Multi-behavior Recommendation. | Xusheng Yu, Guofang Ma, Yanchao Tan |
| 2025 | WWW | Large Language Model Empowered Logical Relations Mining for Personalized Recommendation. | Yanchao Tan, Wanzi Shao, Guofang Ma, Carl Yang |
| 2024 | AAAI | ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction. | Mengpu Liu, Mengying Zhu, Xiuyuan Wang, Guofang Ma, Jianwei Yin, Xiaolin Zheng |
| 2024 | WWW | BoxCare: A Box Embedding Model for Disease Representation and Diagnosis Prediction in Healthcare Data. | Hang Lv, Zehai Chen, Yacong Yang, Guofang Ma, Yanchao Tan, Carl Yang |
| 2024 | WWW | Enhancing Progressive Diagnosis Prediction in Healthcare with Continuous Normalizing Flows. | Yanchao Tan, Hengyu Zhang, Zihao Zhou, Guofang Ma, Fan Wang, Weiming Liu, Xinting Liao, Vicki Stover Hertzberg, Carl Yang |
| 2023 | ICDM | Enhancing Personalized Healthcare via Capturing Disease Severity, Interaction, and Progression. | Yanchao Tan, Zihao Zhou, Leisheng Yu, Weiming Liu, Chaochao Chen, Guofang Ma, Xiao Hu, Vicki Stover Hertzberg, Carl Yang |