| 2021 | Readmission Prediction with Knowledge Graph Attention and RNN-Based Ordinary Differential Equations. | Su Pei, Ke Niu, Xueping Peng, Jingni Zeng |
| 2021 | Extracting Anomalous Pre-earthquake Signatures from Swarm Satellite Data Using EOF and PC Analysis. | Maja Pavlovic, Yaxin Bi, Peter N. Nicholl |
| 2021 | Evaluating Dataset Creation Heuristics for Concept Detection in Web Pages Using BERT. | Michael Paris, Robert Jschke |
| 2021 | Thematic Analysis of Twitter as a Platform for Knowledge Management. | Saleha Noor, Yi Guo, Syed Hamad Hassan Shah, Habiba Halepoto |
| 2021 | Chinese Event Detection Based on Event Ontology and Siamese Network. | Chang Ni, Wei Liu, Weimin Li, Jinliang Wu, Haiyang Ren |
| 2021 | An Adversarial Training Method for Improving Model Robustness in Unsupervised Domain Adaptation. | Zhishen Nie, Ying Lin, Meng Yan, Yifan Cao, Shengfu Ning |
| 2021 | Efficient Depth Completion Network Based on Dynamic Gated Fusion. | Zhengyang Mu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao |
| 2021 | The Modularity of Inconsistent Knowledge Bases with Application to Measuring Inconsistency. | Kedian Mu |
| 2021 | Combining BERT and Multiple Embedding Methods with the Deep Neural Network for Humor Detection. | Rida Miraj, Masaki Aono |
| 2021 | Performance Evaluation of Multi-class Sentiment Classification Using Deep Neural Network Models Optimised for Binary Classification. | Fiachra Merwick, Yaxin Bi, Peter N. Nicholl |
| 2021 | The Novel Efficient Transformer for NLP. | Benjamin Mensa-Bonsu, Tao Cai, Tresor Y. Koffi, Dejiao Niu |
| 2021 | Ride-Sharing Matching of Commuting Private Car Using Reinforcement Learning. | Junchao Lv, Linjiang Zheng, Longquan Liao, Xin Chen |
| 2021 | Residual Gated Recurrent Unit-Based Stacked Network for Stock Trend Prediction from Limit Order Book. | Xuerui Lv, Li Zhang |
| 2021 | Traffic Route Planning in Partially Observable Environment Using Actions Group Representation. | Minzhong Luo, Shan Yu |
| 2021 | Panoptic-DLA: Document Layout Analysis of Historical Newspapers Based on Proposal-Free Panoptic Segmentation Model. | Min Lu, Feilong Bao, Guanglai Gao |
| 2021 | HCapsNet: A Text Classification Model Based on Hierarchical Capsule Network. | Ying Li, Ming Ye, Qian Hu |
| 2021 | Blockchain-as-a-Service Powered Knowledge Graph Construction. | Yuwen Li, Hao Yin, Keke Gai, Liehuang Zhu, Qing Wang |
| 2021 | Acoustic Modeling for Indoor Spaces Using Ray-Tracing Method. | Andreea Bianca Lixandru, Sebastian Gorobievschi, Alexandra Baicoianu |
| 2021 | Exploring Sequential and Collaborative Contexts for Next Point-of-Interest Recommendation. | Jingyi Liu, Yanyan Zhao, Limin Liu, Shijie Jia |
| 2021 | Enhanced Self-node Weights Based Graph Convolutional Networks for Passenger Flow Prediction. | Hao Liu, Fan Zhang, Yi Fan, Junyou Zhu, Zhen Wang, Chao Gao |
| 2021 | Aspect and Opinion Terms Co-extraction Using Position-Aware Attention and Auxiliary Labels. | Chao Liu, Xintong Wei, Min Yu, Gang Li, Xiangmei Ma, Jianguo Jiang, Weiqing Huang |
| 2021 | Chinese Judicial Summarising Based on Short Sentence Extraction and GPT-2. | Jie Liu, Jiaye Wu, Xudong Luo |
| 2021 | Finetuned YOLOv3 for Getting Four Times the Detection Speed. | Xin Liu, Jun Wu |
| 2021 | Learning a Similarity Metric Discriminatively with Application to Ancient Character Recognition. | Xuxing Liu, Xiaoqin Tang, Shanxiong Chen |
| 2021 | Context-Aware Anomaly Detection in Attributed Networks. | Ming Liu, Jianxin Liao, Jingyu Wang, Qi Qi, Haifeng Sun |