| 2026 | ACL | ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation. | Shuxian Bi, Chenxu Wang, Wenjie Wang, Yueqi Mou, Fuli Feng, Tang Biao, Peng Yan |
| 2025 | ACL | Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation. | Shuxian Bi, Chongming Gao, Wenjie Wang, Yueqi Mou, Chenxu Wang, Tang Biao, Peng Yan, Fuli Feng |
| 2025 | PAKDD | Large Language Models with Multi-faceted Relation Alignment for User Novel Interest Discovery. | Shuxian Bi, Wenjie Wang, Moxin Li, Chongming Gao, Fuli Feng |
| 2025 | WWW | Leveraging LLMs for Influence Path Planning in Proactive Recommendation. | Mingze Wang, Shuxian Bi, Wenjie Wang, Chongming Gao, Yangyang Li, Fuli Feng |
| 2024 | WWW | Proactive Recommendation with Iterative Preference Guidance. | Shuxian Bi, Wenjie Wang, Hang Pan, Fuli Feng, Xiangnan He |
| 2022 | KDD | Partial-Quasi-Newton Methods: Efficient Algorithms for Minimax Optimization Problems with Unbalanced Dimensionality. | Chengchang Liu, Shuxian Bi, Luo Luo, John C. S. Lui |
| 2021 | EMNLP | Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search. | Shuxian Bi, Chaozhuo Li, Xiao Han, Zheng Liu, Xing Xie, Haizhen Huang, Zengxuan Wen |
| 2021 | WWW | On the Equivalence of Decoupled Graph Convolution Network and Label Propagation. | Hande Dong, Jiawei Chen, Fuli Feng, Xiangnan He, Shuxian Bi, Zhaolin Ding, Peng Cui |