| 2021 | LiteGT: Efficient and Lightweight Graph Transformers. | Cong Chen, Chaofan Tao, Ngai Wong |
| 2021 | MGNETS: Multi-Graph Neural Networks for Table Search. | Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Dawei Yin, Brian D. Davison |
| 2021 | Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics. | Yile Chen, Xiucheng Li, Gao Cong, Zhifeng Bao, Cheng Long, Yiding Liu, Arun Kumar Chandran, Richard Ellison |
| 2021 | Distilling Numeral Information for Volatility Forecasting. | Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hsin-Hsi Chen |
| 2021 | Constructing Noise Free Economic Policy Uncertainty Index. | Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hsin-Hsi Chen |
| 2021 | NQuAD: 70, 000+ Questions for Machine Comprehension of the Numerals in Text. | Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2021 | An Effective Non-Autoregressive Model for Spoken Language Understanding. | Lizhi Cheng, Weijia Jia, Wenmian Yang |
| 2021 | Adversarial Reprogramming of Pretrained Neural Networks for Fraud Detection. | Lingwei Chen, Yujie Fan, Yanfang Ye |
| 2021 | Adversarial Learning for Incentive Optimization in Mobile Payment Marketing. | Xuanying Chen, Zhining Liu, Li Yu, Sen Li, Lihong Gu, Xiaodong Zeng, Yize Tan, Jinjie Gu |
| 2021 | Incorporating Query Reformulating Behavior into Web Search Evaluation. | Jia Chen, Yiqun Liu, Jiaxin Mao, Fan Zhang, Tetsuya Sakai, Weizhi Ma, Min Zhang, Shaoping Ma |
| 2021 | Enhancing Explicit and Implicit Feature Interactions via Information Sharing for Parallel Deep CTR Models. | Bo Chen, Yichao Wang, Zhirong Liu, Ruiming Tang, Wei Guo, Hongkun Zheng, Weiwei Yao, Muyu Zhang, Xiuqiang He |
| 2021 | Scalable Contrast Pattern Mining over Data Streams. | Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie |
| 2021 | Geometric Heuristics for Transfer Learning in Decision Trees. | Siddhesh Chaubal, Mateusz Rzepecki, Patrick K. Nicholson, Guangyuan Piao, Alessandra Sala |
| 2021 | Spectral Graph Attention Network with Fast Eigen-approximation. | Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu |
| 2021 | Hyperspectral Anomaly Detection based on Low-rank Structure Exploration. | Shizhen Chang, Pedram Ghamisi |
| 2021 | New Tight Relaxations of Rank Minimization for Multi-Task Learning. | Wei Chang, Feiping Nie, Rong Wang, Xuelong Li |
| 2021 | ScarceGAN: Discriminative Classification Framework for Rare Class Identification for Longitudinal Data with Weak Prior. | Surajit Chakrabarty, Rukma Talwadker, Tridib Mukherjee |
| 2021 | Convolutional Neural Network-based a Novel Deep Trend Following Strategy for Stock Market Trading. | Jagdish Chakole, Manish P. Kurhekar |
| 2021 | Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction. | Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi |
| 2021 | Large-Scale Hyperspectral Image Clustering Using Contrastive Learning. | Yaoming Cai, Yan Liu, Zijia Zhang, Zhihua Cai, Xiaobo Liu |
| 2021 | Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs. | Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen |
| 2021 | Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection. | Kai Burkholder, Kenny Kwock, Yuesheng Xu, Jiaxin Liu, Chao Chen, Sihong Xie |
| 2021 | Commonsense Reasoning: How do Neuro-Symbolic and Neuro-only Approaches Compare? | Ruben Branco, Antnio Branco, Joo M. Silva, Joo Rodrigues |
| 2021 | ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations. | Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia |
| 2021 | Misbeliefs and Biases in Health-Related Searches. | Alexander Bondarenko, Ekaterina Shirshakova, Marina Driker, Matthias Hagen, Pavel Braslavski |