| 2025 | CIKM | PRECISE: Pre-training and Fine-tuning Sequential Recommenders with Collaborative and Semantic Information. | Chonggang Song, Chunxu Shen, Hao Gu, Yaoming Wu, Lingling Yi, Jie Wen, Chuan Chen |
| 2025 | ICML | Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens. | Ting-Ji Huang, Jia-Qi Yang, Chunxu Shen, Kai-Qi Liu, De-Chuan Zhan, Han-Jia Ye |
| 2025 | RecSys | Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation. | Hengyu Zhang, Chunxu Shen, Xiangguo Sun, Jie Tan, Yanchao Tan, Yu Rong, Hong Cheng, Lingling Yi |
| 2025 | SIGIR | Adaptive Graph Integration for Cross-Domain Recommendation via Heterogeneous Graph Coordinators. | Hengyu Zhang, Chunxu Shen, Xiangguo Sun, Jie Tan, Yu Rong, Chengzhi Piao, Hong Cheng, Lingling Yi |
| 2021 | EMNLP | Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems. | Yanjie Gou, Yinjie Lei, Lingqiao Liu, Yong Dai, Chunxu Shen |
| 2019 | MICCAI | Discriminative Correlation Filter Network for Robust Landmark Tracking in Ultrasound Guided Intervention. | Chunxu Shen, Jishuai He, Yibin Huang, Jian Wu |