| 2021 | CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods. | Paras Sheth, Ujun Jeong, Ruocheng Guo, Huan Liu, K. Seluk Candan |
| 2021 | Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. | Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu |
| 2021 | How Powerful is Graph Convolution for Recommendation? | Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled B. Letaief, Dongsheng Li |
| 2021 | SAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenarios. | Qijie Shen, Wanjie Tao, Jing Zhang, Hong Wen, Zulong Chen, Quan Lu |
| 2021 | DataType-Aware Knowledge Graph Representation Learning in Hyperbolic Space. | Yuxin Shen, Zhao Li, Xin Wang, Jianxin Li, Xiaowang Zhang |
| 2021 | One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. | Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Hongbo Deng, Xiaoqiang Zhu |
| 2021 | Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning. | Qiang Sheng, Xueyao Zhang, Juan Cao, Lei Zhong |
| 2021 | Locate Who You Are: Matching Geo-location to Text for User Identity Linkage. | Jiangli Shao, Yongqing Wang, Hao Gao, Huawei Shen, Yangyang Li, Xueqi Cheng |
| 2021 | A Sentiment and Style Controllable Approach for Chinese Poetry Generation. | Yizhan Shao, Tong Shao, Minghao Wang, Peng Wang, Jie Gao |
| 2021 | One-shot Transfer Learning for Population Mapping. | Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li |
| 2021 | SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles. | David Schindler, Felix Bensmann, Stefan Dietze, Frank Krger |
| 2021 | odeN: Simultaneous Approximation of Multiple Motif Counts in Large Temporal Networks. | Ilie Sarpe, Fabio Vandin |
| 2021 | HiCoVA: Hierarchical Conditional Variational Autoencoder for Keyphrase Generation. | Tokala Yaswanth Sri Sai Santosh, Nikhil Reddy Varimalla, Anoop Vallabhajosyula, Debarshi Kumar Sanyal, Partha Pratim Das |
| 2021 | A Closer Look at Evaluation Measures for Ordinal Quantification. | Tetsuya Sakai |
| 2021 | How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach. | Mira Ait Saada, Franois Role, Mohamed Nadif |
| 2021 | Will Sorafenib Help?: Treatment-aware Reranking in Precision Medicine Search. | Maciej Rybinski, Sarvnaz Karimi |
| 2021 | Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications. | Wenjie Ruan, Xinping Yi, Xiaowei Huang |
| 2021 | PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models. | Benedek Rozemberczki, Paul Scherer, Yixuan He, George Panagopoulos, Alexander Riedel, Maria Sinziana Astefanoaei, Oliver Kiss, Ferenc Bres, Guzmn Lpez, Nicolas Collignon, Rik Sarkar |
| 2021 | The Shapley Value of Classifiers in Ensemble Games. | Benedek Rozemberczki, Rik Sarkar |
| 2021 | Knowledge-Aware Neural Networks for Medical Forum Question Classification. | Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly |
| 2021 | VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case Law. | Julien Rossi, Svitlana Vakulenko, Evangelos Kanoulas |
| 2021 | From Closing Triangles to Higher-Order Motif Closures for Better Unsupervised Online Link Prediction. | Ryan A. Rossi, Anup B. Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed, Gang Wu |
| 2021 | End-to-End CNN-CRFs for Multi-date Crop Classification Using Multitemporal Remote Sensing Image Sequences. | Laura Elena Cue La Rosa, Drio Augusto Borges Oliveira, Raul Queiroz Feitosa |
| 2021 | The Use of the Twitter Graphs for Analysing User Emotion for Business. | Gerasimos Rompolas, Konstantina Karavoulia |
| 2021 | Uncertainty-Aware Graph-Based Multimodal Remote Sensing Detection of Out-Of-Distribution Samples. | Iain Rolland, Andrea Marinoni, Sivasakthy Selvakumaran |