22.Zhijian Zhuo, Bilian Chen*, Shenbao Yu, Overlapping Community Detection via Adaptive Bayesian Nonnegative Matrix Tri-factorization, IEEE Transactions on Network Science and Engineering, 2026, 13, 2951-2963.
21. Lianghua Peng, Bilian Chen, Yue Wang, Langcai Cao*, Dual-Graph Denoising and Attention Network for Session-based Recommendation, Expert systems with applications, 2026, 296, Part A: 128962. (Top期刊)
20. Kunde Lin, Bilian Chen*, Yue Wang, Dual-Perspective Importance Guided and High-Order Context Enhanced Network for Feature Refinement in CTR Prediction, Neurocomputing, 2026, 703: 134766.
19. Yuqi Chen, Xin Huang*, Bilian Chen*, Top-k Representative Search for Comparative Tree Summarization, IEEE Transactions on Knowledge and Data Engineering, 2025, 37(8): 4873-4879. (Top期刊)
18. Yue Wang, Bilian Chen*, FinalGNN: A Dual Feature Graph Enhanced Model for CTR Prediction, Neurocomputing, 2025, 619: 129181.
17. Liang Zeng, Bilian Chen*, Jianyi Wu, Langcai Cao, SMSBPR: A Symmetric Multi-pairwise Preferences and Similarity Based BPR Method for Recommendation with implicit feedback, Neurocomputing, 2025, 637: 130082.
16. Xu Bai, Bilian Chen*, Dual-structure Community Preserving Network Embedding, Neural Networks, 2025, 189: 107592. (Top期刊)
15. Zhijian Zhuo, Bilian Chen*, Overlapping Community Detection via Layer Similarity Incorporated Nonnegative Matrix Factorization, Neural Networks, 2025, 189: 107601. (Top期刊)
14. Zhijian Zhuo, Bilian Chen*, Shenbao Yu, Langcai Cao, Overlapping Community Detection Using Expansion with Contraction, Neurocomputing, 2024, 565: 126989. (Top期刊)
13. Jiewen Guan, Bilian Chen*, Shenbao Yu, A hybrid similarity model for mitigating the cold-start problem of collaborative filtering in sparse data, Expert systems with applications, 2024, 249: 123700. (Top期刊)
12. Xu Bai, Bilian Chen*, Zhijian Zhuo, Dual-learning based on Multi-hop Nonnegative Matrix Factorization for community detection, Neural Networks, 2024, 176:106360. (Top期刊)
11.Jiewen Guan, Bilian Chen*, Xin Huang. Community detection via autoencoder-like nonnegative tensor decomposition, IEEE Transactions on Neural Networks and Learning Systems, 2024,35(3), 4179-4191. (Top期刊)
10. Bilian Chen*, Jiewen Guan, Zhening Li, Zhehao Zhou. Robust feature extraction via l_∞-norm based nonnegative Tucker decomposition, IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(12), 7144-7155. (Top期刊)
9. Sixing Su, Jiewen Guan, Bilian Chen*, Xin Huang. Nonnegative matrix factorization based on node centrality for community detection, ACM Transactions on Knowledge based on Discovery from Data, 2023, 17(6), 1-21.
8. Shenbao Yu, Zhehao Zhou, Bilian Chen*, Langcai Cao. Generalized temporal similarity-based nonnegative tensor decomposition for modeling transition matrix of dynamic collaborative filtering, Information Sciences, 2023, 632: 340-357. (Top期刊)
7. Jiewen Guan, Bilian Chen*, Xin Huang. Community detection via multihop nonnegative matrix factorization, IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(7), 10033-10044. (Top期刊)
6. Liang Zeng, Jiewen Guan, Bilian Chen*. MSBPR: A multi-pairwise preference and similarity based Bayesian personalized ranking method for recommendation, Knowledge-Based Systems, 2023, 260: 110165. (Top期刊)
5. Bilian Chen*, Jiewen Guan, Zhening Li. Unsupervised feature selection via graph regularized nonnegative CP decomposition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(2): 2582-2594. (Top期刊)
4. Jiewen Guan, Xin Huang, and Bilian Chen*. Community-aware social recommendation: A unified SCSVD framework. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(3): 2379 - 2393. (Top期刊)
3. Biyang Ma, Bilian Chen*, Yifeng Zeng*, Jing Tang, and Langcai Cao. Tensor decomposition for multi-agent predictive state representation. Expert Systems with Applications, 2022,189:115969. (Top期刊)
2. Xiaochang Lin, Jiewen Guan, Bilian Chen*, and Yifeng Zeng*. Unsupervised feature selection via orthogonal basis clustering and local structure preserving. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(11): 6881-6892. (Top期刊)
1.Yongfeng Huo, Bilian Chen, Jing Tang, and Yifeng Zeng*. Privacy-preserving point-of-interest recommendation based on geographical and social influence. Information Sciences, 2021, 543:202-218. (Top期刊)
1.国家自然科学基金面上项目，12371515，面向高维稀疏数据的特征交互选择：张量优化，2024/01-2027/12，43.5万元，在研，主持
2.广东省自然科学基金面上项目，2024A1515011895，基于张量分解的高维数据的特征选择与提取，2024/01-2026/12，15万元，在研，主持
3.厦门市青年创新基金项目, 3502Z20206049, 面向隐私保护的高性能兴趣点推荐算法研究, 2020/07 - 2023/07, 15万元, 结题, 主持
4.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，结题，参与
5.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
