| 2020 | IJCAI | Discrete Embedding for Latent Networks. | Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou, Peng Zhang |
| 2019 | ICCS | A Brief Survey of Relation Extraction Based on Distant Supervision. | Yong Shi, Yang Xiao, Lingfeng Niu |
| 2019 | ICDM | Optimization Strategies in Quantized Neural Networks: A Review. | Yuhan Lin, Minglong Lei, Lingfeng Niu |
| 2018 | ICCS | Deep Streaming Graph Representations. | Minglong Lei, Yong Shi, Peijia Li, Lingfeng Niu |
| 2018 | ICCS | Kernel Extreme Learning Machine for Learning from Label Proportions. | Hao Yuan, Bo Wang, Lingfeng Niu |
| 2018 | ICDM | Compact Deep Neural Networks with ℓ1, 1 and ℓ1, 2 Regularization. | Rongrong Ma, Lingfeng Niu |
| 2017 | ICCS | Large-scale Nonparallel Support Vector Ordinal Regression Solver. | Huadong Wang, Jianyu Miao, Seyed Mojtaba Hosseini Bamakan, Lingfeng Niu, Yong Shi |
| 2017 | ICDM | A Feasible Direction Method for Optimization Problem with Orthogonal Constraint in Feature Selection. | Jianyu Miao, Yong Shi, Lingfeng Niu |
| 2015 | ICDM | Pedestrian Detection Using Privileged Information. | Zhiquan Qi, Yingjie Tian, Lingfeng Niu, Fan Meng, Limeng Cui, Yong Shi |
| 2015 | ICDM | Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines. | Xin Shen, Lingfeng Niu, Yingjie Tian, Yong Shi |
| 2015 | ICDM | Large-Scale Linear Support Vector Ordinal Regression Solver. | Yong Shi, Huadong Wang, Lingfeng Niu |
| 2013 | ICCS | A Simple Regularized Multiple Criteria Linear Programs for Binary Classification. | Lingfeng Niu, Xi Zhao, Yong Shi |
| 2012 | ICDM | Nonlinear L-1 Support Vector Machines for Learning Using Privileged Information. | Lingfeng Niu, Jianmin Wu |
| 2011 | ICDM | Entity Resolution with Attribute and Connection Graph. | Lingfeng Niu, Jianmin Wu, Yong Shi |
| 2010 | ICDM | Semi-supervised PLSA for Document Clustering. | Lingfeng Niu, Yong Shi |