| 2021 | Bridging Text Space and Knowledge Space via Transference Methods. | Ming Liu, Bo Wang, Qiang Gao, Li Zhang, Xingchen Lin, Bo Lang |
| 2021 | FHSR: A Successful Application of Deep Learning Technology in Signal Retrieval. | Pengcheng Liu, Zhen Han, Meimei Li, Meichen Liu |
| 2021 | A Dirichlet Policy Reuse Approach for Financial Markets. | April Hua Liu, Xiaoyue Fang |
| 2021 | Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning. | Yang Li, Xiangfeng Luo, Shaorong Xie |
| 2021 | A Global Discriminant Joint Training Framework for Robust Speech Recognition. | Lujun Li, Ludwig Krzinger, Tobias Watzel, Gerhard Rigoll |
| 2021 | Density-Net: A Density-Aware Network for 3D Object Detection. | Hongyu Li, Youhui Guo, Yu Zhou, Weiping Wang |
| 2021 | Multi-task learning with Attention : Constructing auxiliary tasks for learning to learn. | Benying Li, Aimei Dong |
| 2021 | A Multi-Perspective Distributed Mining Framework for Scalable Search Spell Correction. | Yutong Li, Hari Bommaganti, Himanshu Yadava |
| 2021 | A Supervisory Mask Attentional Network for Person Re-Identification in Uniform Dress Scenes. | Bo Li, Ling Bai, Yang Wang, Zhe Wu, Tong Lin |
| 2021 | Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions. | Chin-Wing Leung, Shuyue Hu, Ho-fung Leung |
| 2021 | Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties. | Jules Leguy, Batrice Duval, Benoit Da Mota, Thomas Cauchy |
| 2021 | Optimized models and symmetry breaking for the NFA inference problem. | Frdric Lardeux, ric Monfroy |
| 2021 | Grad Centroid Activation Mapping for Convolutional Neural Networks. | Baptiste Lafabregue, Jonathan Weber, Pierre Ganarski, Germain Forestier |
| 2021 | Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization. | Krzysztof Kutt, Piotr Nowara, Rafal Szczur, Grazyna Barnowska, Grzegorz J. Nalepa |
| 2021 | KGWE: A Knowledge-guided Word Embedding Fine-tuning Model. | Kong Wei Kun, Teeradaj Racharak, Yiming Cao, Peng Cheng, Minh Le Nguyen |
| 2021 | Resolving Infeasibility in Linear Programs for the Frequent Itemset Hiding Problem. | Panteleimon Krasadakis, Vassilios S. Verykios, Evangelos Sakkopoulos |
| 2021 | Learning Algorithms with Self-Play: A New Approach to the Distributed Directory Problem. | Pankaj Khanchandani, Oliver Richter, Lukas Rusch, Roger Wattenhofer |
| 2021 | The Effects of Class Label Noise on Highly-Imbalanced Big Data. | Robert K. L. Kennedy, Justin M. Johnson, Taghi M. Khoshgoftaar |
| 2021 | Channel-Weighted Squeeze-and-Excitation Networks For Epileptic Seizure Detection. | Nan Ke, Tong Lin, Zhouchen Lin |
| 2021 | ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics. | Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora |
| 2021 | Delayed Adversarial Training with Non-Sequential Adversarial Epochs. | Efi Kafali, Theodoros Semertzidis, Petros Daras |
| 2021 | RMkNN and KNORA-IU: Combining Imbalanced Dynamic Selection Techniques for Credit Scoring. | Leopoldo Melo Junior, Jos Antnio Fernandes de Macdo, Franco Maria Nardini, Chiara Renso |
| 2021 | Output Thresholding for Ensemble Learners and Imbalanced Big Data. | Justin M. Johnson, Taghi M. Khoshgoftaar |
| 2021 | CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector. | Weiqiang Jin, Hang Yu, Xiangfeng Luo |
| 2021 | Object and Contour Detection with an Architecture-Fusion Network. | Keqing Jian, Shenglin Gui |