| 2026 | AAAI | Multivariate Gaussian Representation Learning for Medical Action Evaluation. | Luming Yang, Haoxian Liu, Siqing Li, Alper Yilmaz |
| 2026 | ACL | Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem. | Zeguan Xiao, Siqing Li, Yong Wang, Xuetao Wei, Jian Yang, Yun Chen, Guanhua Chen |
| 2025 | AAAI | Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint. | Yong-Min Shin, Siqing Li, Xin Cao, Won-Yong Shin |
| 2023 | KDD | Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation. | Jin-Duk Park, Siqing Li, Xin Cao, Won-Yong Shin |
| 2021 | KDD | Debiasing Learning based Cross-domain Recommendation. | Siqing Li, Liuyi Yao, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Tonglei Guo, Bolin Ding, Ji-Rong Wen |
| 2020 | CIKM | Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network. | Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen |
| 2019 | EMNLP | A Neural Citation Count Prediction Model based on Peer Review Text. | Siqing Li, Wayne Xin Zhao, Eddy Jing Yin, Ji-Rong Wen |