| 2021 | Multi-hop Learning Promote Cooperation in Multi-agent Systems. | Xingyu Liu, Runyu Guan, Tao Wang, Le Han, Yu Qin, Yi Wang |
| 2021 | Predicting User Preferences via Heterogeneous Information Network and Metric Learning. | Xiaotong Li, Yan Tang, Yuan Yuan, Yingpei Chen |
| 2021 | TEBC-Net: An Effective Relation Extraction Approach for Simple Question Answering over Knowledge Graphs. | Jianbin Li, Ketong Qu, Jingchen Yan, Liting Zhou, Long Cheng |
| 2021 | Embedding-Based Network Alignment Using Neural Tensor Networks. | Qiuyue Li, Nianwen Ning, Bin Wu, Wenying Guo |
| 2021 | Faster Nonlocal UNet for Cell Segmentation in Microscopy Images. | Xuhao Lin, Shengsheng Wang |
| 2021 | Dependency Parsing Representation Learning for Open Information Extraction. | Zekun Li, Nianwen Ning, Chengcheng Peng, Bin Wu |
| 2021 | Integrating Task Information into Few-Shot Classifier by Channel Attention. | Zhaochen Li, Kedian Mu |
| 2021 | Feature Interaction Convolutional Network for Knowledge Graph Embedding. | Jiachuan Li, Aimin Li, Teng Liu |
| 2021 | Combining Knowledge with Attention Neural Networks for Short Text Classification. | Wei Li, Li Li |
| 2021 | Swarm Intelligence-Based Feature Selection: An Improved Binary Grey Wolf Optimization Method. | Wenqi Li, Hui Kang, Tie Feng, Jiahui Li, Zhiru Yue, Geng Sun |
| 2021 | A Framework of Data Augmentation While Active Learning for Chinese Named Entity Recognition. | Qingqing Li, Zhen Huang, Yong Dou, Ziwen Zhang |
| 2021 | Knowledge Distillation via Channel Correlation Structure. | Bo Li, Bin Chen, Yunxiao Wang, Tao Dai, Maowei Hu, Yong Jiang, Shutao Xia |
| 2021 | A Deep Learning Model Based on Neural Bag-of-Words Attention for Sentiment Analysis. | Jing Liao, Zhixiang Yi |
| 2021 | Fine-Grained Unbalanced Interaction Network for Visual Question Answering. | Xinxin Liao, Mingyan Wu, Heyan Chai, Shuhan Qi, Xuan Wang, Qing Liao |
| 2021 | Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data. | Yu Liang, Arin Chaudhuri, Haoyu Wang |
| 2021 | Lane Keeping Algorithm for Autonomous Driving via Safe Reinforcement Learning. | Qi Kong, Liangliang Zhang, Xin Xu |
| 2021 | Detecting Parkinson's Disease According to Gender Using Speech Signals. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2021 | Theoretical Study of Exponential Best-Fit: Modeling hCG for Gestational Trophoblastic Disease. | Arpad Kerestely, Catherine Costigan, Finbarr Holland, Sabin Tabirca |
| 2021 | A Research Study on Running Machine Learning Algorithms on Big Data with Spark. | Arpad Kerestely, Alexandra Baicoianu, Razvan Bocu |
| 2021 | Alzheimer's Disease Prediction Using EfficientNet and Fastai. | Rahma Kadri, Mohamed Tmar, Bassem Bouaziz |
| 2021 | Local Feature Normalization. | Ning Jiang, Jialiang Tang, Wenxin Yu, Jinjia Zhou |
| 2021 | Rethinking the Information Inside Documents for Sentiment Classification. | Xinyu Jiang, Chongyang Shi, Shufeng Hao, Dequan Yang, Chaoqun Feng |
| 2021 | Identification of Critical Nodes in Urban Transportation Network Through Network Topology and Server Routes. | Shihong Jiang, Zheng Luo, Ze Yin, Zhen Wang, Songxin Wang, Chao Gao |
| 2021 | Landscape-Enhanced Graph Attention Network for Rumor Detection. | Jianguo Jiang, Qiang Liu, Min Yu, Gang Li, Mingqi Liu, Chao Liu, Weiqing Huang |
| 2021 | Extracting Prerequisite Relations Among Wikipedia Concepts Using the Clickstream Data. | Cheng Hu, Kui Xiao, Zesong Wang, Shihui Wang, Qifeng Li |