1. Bilian Chen*, Jiewen Guan, Zhening Li (2022). Unsupervised feature selection via graph regularized nonnegative CP decomposition, IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2022.3160205. （CCF A类期刊）
2. Jiewen Guan, Xin Huang, and Bilian Chen* (2022). Community-aware social recommendation: A unified SCSVD framework (extended abstract). In Proceedings of the 38th IEEE International Conference on Data Engineering, Accepted. （CCF A类会议）
3. Biyang Ma, Bilian Chen*, Yifeng Zeng*, Jing Tang, and Langcai Cao (2022). Tensor decomposition for multi-agent predictive state representation. Expert Systems with Applications, 189:115969.
4. Jiewen Guan, Xin Huang, and Bilian Chen* (2021). Community-aware social recommendation: A unified SCSVD framework. IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2021.3117686. （CCF A类期刊）
5. Yongfeng Huo, Bilian Chen*, Jing Tang, and Yifeng Zeng* (2021). Privacy-preserving point-of-interest recommendation based on geographical and social influence. Information Sciences, 543:202-218.
6. Xiaochang Lin, Jiewen Guan, Bilian Chen*, and Yifeng Zeng* (2021). Unsupervised feature selection via orthogonal basis clustering and local structure preserving. IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TKDE.2021.3117686.
7. Biyang Ma, Jing Tang, Bilian Chen, Yinghui Pan, and Yifeng Zeng* (2021). Tensor optimization with group lasso for multi-agent predictive state representation. Knowledge-Based Systems, 221:106893.
8. Yinghui Pan, Yongfeng Huo, Jing Tang, Yifeng Zeng*, and Bilian Chen (2021). Exploiting relational tag expansion for dynamic user profile in a tag-aware ranking recommender system. Information Sciences, 545:448-464.
9. Jinrong Zhu, Bilian Chen*, and Yifeng Zeng (2020). Community detection based on modularity and k-plexes. Information Sciences, 513:127-142.
10. Bilian Chen and Zhening Li* (2020). On the tensor spectral p-norm and its dual norm via partitions. Computational Optimization and Applications, 75(3):609-628.
11. Bilian Chen, Simai He, Zhening Li*, Shuzhong Zhang (2017), On new classes of nonnegative symmetric tensors, SIAM Journal on Optimization, 27(1), 292–318. (数学Top期刊)
1.国家自然科学基金重点项目，61836005，类人任务规划、推理及其验证系统的研究和应用，2019/01-2023/12，287万元，在研，参与
2.国家自然科学基金青年项目，11301436，张量最优化算法及其在基因表达数据中的应用，2014/01-2016/12，22万元，结题，主持
3.国家自然科学基金面上项目，61375070，基于交互式动态影响图的未知对手模型学习，2014/01-2017/12，76万元，结题，参与
