| 2021 | Towards Self-Explainable Graph Neural Network. | Enyan Dai, Suhang Wang |
| 2021 | SearchEHR: A Family History Search System for Clinical Decision Support. | Xiang Dai, Maciej Rybinski, Sarvnaz Karimi |
| 2021 | Scaling Up Distance-generalized Core Decomposition. | Qiangqiang Dai, Rong-Hua Li, Lu Qin, Guoren Wang, Weihua Yang, Zhiwei Zhang, Ye Yuan |
| 2021 | FiShNet: Fine-Grained Filter Sharing for Resource-Efficient Multi-Task Learning. | Xin Dai, Xiangnan Kong, Tian Guo, Xinlu He |
| 2021 | Towards Geographical Aware Neural Networks for Geospatial Vector Data: A Case Study on Land Use and Land Cover Classification. | Marvin Mc Cutchan, Ioannis Giannopoulos |
| 2021 | ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation. | Qiang Cui, Chenrui Zhang, Yafeng Zhang, Jinpeng Wang, Mingchen Cai |
| 2021 | Into the Unobservables: A Multi-range Encoder-decoder Framework for COVID-19 Prediction. | Yue Cui, Chen Zhu, Guanyu Ye, Ziwei Wang, Kai Zheng |
| 2021 | Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting. | Yue Cui, Jiandong Xie, Kai Zheng |
| 2021 | Learning to Quantify: Methods and Applications (LQ 2021). | Juan Jos del Coz, Pablo Gonzlez, Alejandro Moreo, Fabrizio Sebastiani |
| 2021 | Answering POI-recommendation Questions using Tourism Reviews. | Danish Contractor, Krunal Shah, Aditi Partap, Parag Singla, Mausam |
| 2021 | DashBot: An ML-Guided Dashboard Generation System. | Sandrine Da Col, Radu Ciucanu, Marta Soare, Nassim Bouarour, Sihem Amer-Yahia |
| 2021 | Query Definability and Its Approximations in Ontology-based Data Management. | Gianluca Cima, Federico Croce, Maurizio Lenzerini |
| 2021 | VidLife: A Dataset for Life Event Extraction from Videos. | Tai-Te Chu, An-Zi Yen, Wei-Hong Ang, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2021 | Evaluating Relevance Judgments with Pairwise Discriminative Power. | Zhumin Chu, Jiaxin Mao, Fan Zhang, Yiqun Liu, Tetsuya Sakai, Min Zhang, Shaoping Ma |
| 2021 | Variational Cross-Network Embedding for Anonymized User Identity Linkage. | Xiaokai Chu, Xinxin Fan, Zhihua Zhu, Jingping Bi |
| 2021 | Using Topic Modeling and Adversarial Neural Networks for Fake News Video Detection. | Hyewon Choi, Youngjoong Ko |
| 2021 | Utilizing UNet for the Future Weather Prediction: Weather4cast 2021. | Sungbin Choi |
| 2021 | Evaluating Fairness in Argument Retrieval. | Sachin Pathiyan Cherumanal, Damiano Spina, Falk Scholer, W. Bruce Croft |
| 2021 | WhatTheWikiFact: Fact-Checking Claims Against Wikipedia. | Anton Chernyavskiy, Dmitry Ilvovsky, Preslav Nakov |
| 2021 | Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation. | Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang |
| 2021 | FedMatch: Federated Learning Over Heterogeneous Question Answering Data. | Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng |
| 2021 | DCAP: Deep Cross Attentional Product Network for User Response Prediction. | Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng |
| 2021 | HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. | Jiayi Chen, Aidong Zhang |
| 2021 | Generative Inverse Deep Reinforcement Learning for Online Recommendation. | Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu |
| 2021 | Mitigating Deep Double Descent by Concatenating Inputs. | John Chen, Qihan Wang, Anastasios Kyrillidis |