| 2021 | PAKDD | Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction. | Zhiheng Lyu, Kaijie Shi, Xin Li, Lei Hou, Juanzi Li, Binheng Song |
| 2020 | Interspeech | Re-Weighted Interval Loss for Handling Data Imbalance Problem of End-to-End Keyword Spotting. | Kun Zhang, Zhiyong Wu, Daode Yuan, Jian Luan, Jia Jia, Helen Meng, Binheng Song |
| 2020 | MMM | An Inverse Mapping with Manifold Alignment for Zero-Shot Learning. | Xixun Wu, Binheng Song, Zhixiang Wang, Chun Yuan |
| 2019 | APWEB | Transformer and Multi-scale Convolution for Target-Oriented Sentiment Analysis. | Yinxu Pan, Binheng Song, Ningqi Luo, Xiaojun Chen, Hengbin Cui |
| 2018 | ICONIP | BCMLP: Binary-Connected Multilayer Perceptrons. | Ningqi Luo, Binheng Song, Yinxu Pan, Bin Shen |
| 2018 | PRICAI | Unsupervised Stereo Matching with Occlusion-Aware Loss. | Ningqi Luo, Chengxi Yang, Wenxiu Sun, Binheng Song |
| 2018 | PRICAI | Uncertainty Estimation for Strong-Noise Data. | Bin Shen, Binheng Song |
| 2017 | ICTAI | Perpendicular Bisector Constraint on Artificial Neural Network. | Yiqi Chen, Binheng Song, Yufeng Ren |
| 2017 | ICTAI | Stock Trends Forecasting by Multi-layer Stochastic ANN Bagging. | Hu Liu, Binheng Song |
| 2015 | ICONIP | Exploiting Latent Relations Between Users and Items for Collaborative Filtering. | Ying-Min Zhou, Binheng Song, Hai-Tao Zheng |
| 2006 | PAKDD | A Machine Learning Application for Human Resource Data Mining Problem. | Zhen Xu, Binheng Song |
| 2005 | KES | Fuzzy Logic Experience Model in Human Resource Management. | Zhen Xu, Binheng Song, Liang Chen |
| 2005 | SYNASC | Verification of Resource Constraints for Concurrent Workflows. | Jingfu Zhong, Binheng Song |