| 2021 | Densely Connected Graph Attention Network Based on Iterative Path Reasoning for Document-Level Relation Extraction. | Hongya Zhang, Zhen Huang, Zhenzhen Li, Dongsheng Li, Feng Liu |
| 2021 | Modeling Hierarchical Intents and Selective Current Interest for Session-Based Recommendation. | Mengfei Zhang, Cheng Guo, Jiaqi Jin, Mao Pan, Jinyun Fang |
| 2021 | FARF: A Fair and Adaptive Random Forests Classifier. | Wenbin Zhang, Albert Bifet, Xiangliang Zhang, Jeremy C. Weiss, Wolfgang Nejdl |
| 2021 | CED-BGFN: Chinese Event Detection via Bidirectional Glyph-Aware Dynamic Fusion Network. | Qi Zhai, Zhigang Kan, Sen Yang, Linbo Qiao, Feng Liu, Dongsheng Li |
| 2021 | PLVCG: A Pretraining Based Model for Live Video Comment Generation. | Zehua Zeng, Neng Gao, Cong Xue, Chenyang Tu |
| 2021 | XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction. | Runlong Yu, Yuyang Ye, Qi Liu, Zihan Wang, Chunfeng Yang, Yucheng Hu, Enhong Chen |
| 2021 | Gaussian Soft Decision Trees for Interpretable Feature-Based Classification. | Jaemin Yoo, Lee Sael |
| 2021 | Improving Short Text Classification Using Context-Sensitive Representations and Content-Aware Extended Topic Knowledge. | Zhihao Ye, Rui Wen, Xi Chen, Ye Liu, Ziheng Zhang, Zhiyong Li, Ke Nai, Yefeng Zheng |
| 2021 | Personalized Regularization Learning for Fairer Matrix Factorization. | Sirui Yao, Bert Huang |
| 2021 | SaGCN: Structure-Aware Graph Convolution Network for Document-Level Relation Extraction. | Shuangji Yang, Taolin Zhang, Danning Su, Nan Hu, Wei Nong, Xiaofeng He |
| 2021 | A Novel Method for Offline Handwritten Chinese Character Recognition Under the Guidance of Print. | Keping Yan, Jun Guo, Weiqing Zhou |
| 2021 | Tree-Capsule: Tree-Structured Capsule Network for Improving Relation Extraction. | Tianchi Yang, Linmei Hu, Luhao Zhang, Chuan Shi, Cheng Yang, Nan Duan, Ming Zhou |
| 2021 | Sparse Spectrum Gaussian Process for Bayesian Optimization. | Ang Yang, Cheng Li, Santu Rana, Sunil Gupta, Svetha Venkatesh |
| 2021 | Graph Neural Networks for Soft Semi-Supervised Learning on Hypergraphs. | Naganand Yadati, Tingran Gao, Shahab Asoodeh, Partha P. Talukdar, Anand Louis |
| 2021 | Reinforced Natural Language Inference for Distantly Supervised Relation Classification. | Bo Xu, Xiangsan Zhao, Chaofeng Sha, Minjun Zhang, Hui Song |
| 2021 | TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting. | Hao Xue, Flora D. Salim |
| 2021 | Incorporating Relational Knowledge in Explainable Fake News Detection. | Kun Wu, Xu Yuan, Yue Ning |
| 2021 | Efficient Nodes Representation Learning with Residual Feature Propagation. | Fan Wu, Duantengchuan Li, Ke Lin, Huawei Zhang |
| 2021 | Transferring Domain Knowledge with an Adviser in Continuous Tasks. | Rukshan Darshana Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama |
| 2021 | Exploring Implicit Relationships in Social Network for Recommendation Systems. | Yunhe Wei, Huifang Ma, Ruoyi Zhang, Zhixin Li, Liang Chang |
| 2021 | A Fast Algorithm for Simultaneous Sparse Approximation. | Guihong Wan, Haim Schweitzer |
| 2021 | GLAD-PAW: Graph-Based Log Anomaly Detection by Position Aware Weighted Graph Attention Network. | Yi Wan, Yilin Liu, Dong Wang, Yujin Wen |
| 2021 | Learning Probabilistic Latent Structure for Outlier Detection from Multi-view Data. | Zhen Wang, Ji Zhang, Yizheng Chen, Chenhao Lu, Jerry Chun-Wei Lin, Jing Xiao, Rage Uday Kiran |
| 2021 | Learning Attention-Based Translational Knowledge Graph Embedding via Nonlinear Dynamic Mapping. | Zhihao Wang, Honggang Xu, Xin Li, Yuxin Deng |
| 2021 | Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion. | Zijian Wang, Hao Wang, Xiangfeng Luo, Jianqi Gao |