| 2026 | WWW | LLM Reasoning for Cold-Start Item Recommendation. | Shijun Li, Yu Wang, Jin Wang, Ying Li, Joydeep Ghosh, Anne Cocos |
| 2025 | AAAI | Debiased Active Learning with Variational Gradient Rectifier. | Weiguo Chen, Changjian Wang, Shijun Li, Kele Xu, Yanru Bai, Wei Chen, Shanshan Li |
| 2025 | ICASSP | Mutual-View Contrastive Generative Framework for Attribute-Missing Graph Clustering. | Shijun Li, Changjian Wang, Kele Xu, Xiaojin Li, Gaojin He, Xu Liu |
| 2024 | COLING | Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. | Juncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du |
| 2024 | IJCNN | DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization. | Juncheng Yang, Qiwei Li, Shuai Xie, Wei Yu, Shijun Li |
| 2023 | ICONIP | Exploring Non-isometric Alignment Inference for Representation Learning of Irregular Sequences. | Fang Yu, Shijun Li, Wei Yu |
| 2023 | KDD | MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning. | Juncheng Yang, Chao Li, Zuchao Li, Wei Yu, Bo Du, Shijun Li |
| 2023 | PRICAI | Adv-Triplet Loss for Sparse Attack on Facial Expression Recognition. | Weitao Li, Shijun Li, Lin Shang |
| 2023 | PRICAI | Graph-Guided Latent Variable Target Inference for Mitigating Concept Drift in Time Series Forecasting. | Fang Yu, Shijun Li, Wei Yu |
| 2022 | CIKM | KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. | Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua |
| 2022 | CIKM | KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos. | Chongming Gao, Shijun Li, Yuan Zhang, Jiawei Chen, Biao Li, Wenqiang Lei, Peng Jiang, Xiangnan He |
| 2021 | ICONIP | Coordinate Attention Residual Deformable U-Net for Vessel Segmentation. | Cong Wu, Xiao Liu, Shijun Li, Cheng Long |
| 2018 | IJCNN | An Iterative Transfer Learning based Classification framework. | Jihai Yang, Shijun Li, Wenning Xu |
| 2015 | WISE | Cross-Domain Collaborative Recommendation by Transfer Learning of Heterogeneous Feedbacks. | Jun Wang, Shijun Li, Sha Yang, Yonggang Ding, Wei Yu |
| 2013 | APWEB | What Can We Get from Learning Resource Comments on Engineering Pathway. | Yunlu Zhang, Wei Yu, Shijun Li |
| 2012 | WISE | Detecting Wikipedia Vandalism with a Contributing Efficiency-Based Approach. | Xiaoyue Tang, Guofu Zhou, Yuchen Fu, Lin Gan, Wei Yu, Shijun Li |
| 2010 | WISE | Efficient Interactive Smart Keyword Search. | Shijun Li, Wei Yu, Xiaoyan Gu, Huifu Jiang, Chuanyun Fang |
| 2008 | ICTAI | A Scientific Theme Emergence Detection Approach Based on Citation Graph Analysis. | Tieyun Qian, Phillip C.-Y. Sheu, Shijun Li, Lina Wang |
| 2005 | ADMA | Content-Based News Video Mining. | Junqing Yu, Yunfeng He, Shijun Li |
| 2004 | APWEB | Capturing Semantic Hierarchies to Perform Meaningful Integration in HTML Tables. | Shijun Li, Mengchi Liu, Guoren Wang, Zhiyong Peng |
| 2004 | ER | Merging of XML Documents. | Wanxia Wei, Mengchi Liu, Shijun Li |
| 2004 | WISE | Wrapping HTML Tables into XML. | Shijun Li, Mengchi Liu, Zhiyong Peng |