| 2025 | APWEB | LE | Jiayi Liang, Shuchun Wu, Xiaoling Wang, Junyu Niu |
| 2023 | ICASSP | Dual-graph co-representation learning for knowledge-Graph Enhanced Recommendation. | Xinbiao Liu, Bin Liang, Junyu Niu, Chaofeng Sha, Dong Wu |
| 2019 | WISE | Memory-Augmented Attention Network for Sequential Recommendation. | Cheng Hu, Peijian He, Chaofeng Sha, Junyu Niu |
| 2019 | WISE | Multi-head Attentive Social Recommendation. | Xu Luo, Chaofeng Sha, Zijing Tan, Junyu Niu |
| 2017 | APWEB | Improving Topic Diversity in Recommendation Lists: Marginally or Proportionally? | Xiaolu Xing, Chaofeng Sha, Junyu Niu |
| 2017 | ICONIP | Hierarchical Parameter Sharing in Recursive Neural Networks with Long Short-Term Memory. | Fengyu Li, Mingmin Chi, Dong Wu, Junyu Niu |
| 2016 | IJCAI | A Framework for Recommending Relevant and Diverse Items. | Chaofeng Sha, Xiaowei Wu, Junyu Niu |
| 2016 | KES | Supporting Adaptive Tour with High Level Petri Nets. | Shang Gao, Junyu Niu, Dawei Sun |
| 2014 | APWEB | DivRec: A Framework for Top-N Recommendation with Diversification in E-commerce. | Kejun He, Junyu Niu, Chaofeng Sha |
| 2013 | ICDM | Fast Spectral Clustering with Landmark-Based Subspace Iteration. | Zejun Gan, Chaofeng Sha, Junyu Niu |
| 2012 | ICONIP | Manifold Analysis of Spectral Munsell Colors. | Hongyu Li, Chen Lin, Junyu Niu, Lin Zhang, Jussi Parkkinen |
| 2012 | ICONIP | Entropy Based Image Semantic Cycle for Image Classification. | Hongyu Li, Junyu Niu, Lin Zhang |
| 2012 | ICONIP | Spatio-temporal LTSA and Its Application to Motion Decomposition. | Hongyu Li, Junyu Niu, Lin Zhang, Bo Hu |
| 2012 | ICPR | Local tangent space based manifold entropy for image retrieval. | Yi Wang, Hongyu Li, Junyu Niu, Lin Zhang |
| 2010 | SIGIR | Entropy descriptor for image classification. | Hongyu Li, Junyu Niu, Jiachen Chen, Huibo Liu |
| 2008 | WWW | Web user de-identification in personalization. | Jiaqian Zheng, Jing Yao, Junyu Niu |