| 2021 | A Meta-path Based Graph Convolutional Network with Multi-scale Semantic Extractions for Heterogeneous Event Classification. | Haiyang Wang, Xin Song, Yujia Liu, Chenguang Chen, Bin Zhou |
| 2021 | A Hierarchical Structure-Aware Embedding Method for Predicting Phenotype-Gene Associations. | Lin Wang, MingMing Liu, WenQian He, Xu Jin, Maoqiang Xie, Yalou Huang |
| 2021 | Rule Injection-Based Generative Adversarial Imitation Learning for Knowledge Graph Reasoning. | Sheng Wang, Xiaoyin Chen, Shengwu Xiong |
| 2021 | Learning Finite Automata with Shuffle. | Xiaofan Wang |
| 2021 | UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering. | Antnio David Viniski, Jean Paul Barddal, Alceu de Souza Britto Jr. |
| 2021 | Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen |
| 2021 | Data Augmentation for Fairness in Personal Knowledge Base Population. | Lingraj S. Vannur, Balaji Ganesan, Lokesh Nagalapatti, Hima Patel, M. N. Tippeswamy |
| 2021 | Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition. | M. Tanjid Hasan Tonmoy, Saif Mahmud, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali |
| 2021 | ROC Bot: Towards Designing Virtual Command Centre for Energy Management. | Rishi Tiwari, Mohammed Afaque, Amit Sangroya, Mrinal Rawat |
| 2021 | Instance Selection for Online Updating in Dynamic Recommender Environments. | Thilina Thanthriwatta, David S. Rosenblum |
| 2021 | Causal Combinatorial Factorization Machines for Set-Wise Recommendation. | Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima |
| 2021 | Multiple Instance Learning for Unilateral Data. | Xijia Tang, Tingjin Luo, Tianxiang Luan, Chenping Hou |
| 2021 | Unsupervised Noise Reduction for Nanochannel Measurement Using Noise2Noise Deep Learning. | Takayuki Takaai, Makusu Tsutsui |
| 2021 | Classification Bandits: Classification Using Expected Rewards as Imperfect Discriminators. | Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki |
| 2021 | CubeFlow: Money Laundering Detection with Coupled Tensors. | Xiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng |
| 2021 | Fusing Essential Knowledge for Text-Based Open-Domain Question Answering. | Xiao Su, Ying Li, Zhonghai Wu |
| 2021 | CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular Data. | Mani Sotoodeh, Li Xiong, Joyce C. Ho |
| 2021 | Identification of Harvesting Year of Barley Seeds Using Near-Infrared Hyperspectral Imaging Combined with Convolutional Neural Network. | Tarandeep Singh, Neerja Mittal Garg, S. R. S. Iyengar |
| 2021 | An Online Learning Algorithm for Non-stationary Imbalanced Data by Extra-Charging Minority Class. | Sajjad Kamali Siahroudi, Daniel Kudenko |
| 2021 | Joint Modeling Dynamic Preferences of Users and Items Using Reviews for Sequential Recommendation. | Tianqi Shang, Xinxin Li, Xiaoyu Shi, Qingxian Wang |
| 2021 | TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric Conditions. | Ignacio Segovia-Dominguez, Zhiwei Zhen, Rishabh Wagh, Huikyo Lee, Yulia R. Gel |
| 2021 | Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection. | Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo |
| 2021 | Gazetteer-Guided Keyphrase Generation from Research Papers. | T. Y. S. S. Santosh, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das |
| 2021 | SST-GNN: Simplified Spatio-Temporal Traffic Forecasting Model Using Graph Neural Network. | Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman |
| 2021 | Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure. | Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung |