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| 2021 | Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids. | Martin Ringsquandl, Houssem Sellami, Marcel Hildebrandt, Dagmar Beyer, Sylwia Henselmeyer, Sebastian Weber, Mitchell Joblin |
| 2021 | A Conditional Cascade Model for Relational Triple Extraction. | Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li |
| 2021 | Hyperspectral Denoising: From Conventional Techniques Towards Deep Learning Ones. | Behnood Rasti, Pedram Ghamisi |
| 2021 | QuAX: Mining the Web for High-utility FAQ. | Muhammad Shihab Rashid, Fuad T. Jamour, Vagelis Hristidis |
| 2021 | Student Can Also be a Good Teacher: Extracting Knowledge from Vision-and-Language Model for Cross-Modal Retrieval. | Jun Rao, Tao Qian, Shuhan Qi, Yulin Wu, Qing Liao, Xuan Wang |
| 2021 | Fairness-Aware Training of Decision Trees by Abstract Interpretation. | Francesco Ranzato, Caterina Urban, Marco Zanella |
| 2021 | Reputation Equity in Ranking Systems. | Guilherme Ramos, Ludovico Boratto, Mirko Marras |
| 2021 | PyTFL: A Python-based Neural Team Formation Toolkit. | Radin Hamidi Rad, Aabid Mitha, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri |
| 2021 | Natural Language Understanding with Privacy-Preserving BERT. | Chen Qu, Weize Kong, Liu Yang, Mingyang Zhang, Michael Bendersky, Marc Najork |
| 2021 | A Study of Explainability Features to Scrutinize Faceted Filtering Results. | Jiaming Qu, Jaime Arguello, Yue Wang |
| 2021 | PRASEMap: A Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System. | Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yefeng Zheng |
| 2021 | Dual Learning for Query Generation and Query Selection in Query Feeds Recommendation. | Kunxun Qi, Ruoxu Wang, Qikai Lu, Xuejiao Wang, Ning Jing, Di Niu, Haolan Chen |
| 2021 | EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. | Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin |
| 2021 | Learning to Augment Imbalanced Data for Re-ranking Models. | Zi-Hao Qiu, Ying-Chun Jian, Qing-Guo Chen, Lijun Zhang |
| 2021 | Trilateral Spatiotemporal Attention Network for User Behavior Modeling in Location-based Search. | Yi Qi, Ke Hu, Bo Zhang, Jia Cheng, Jun Lei |
| 2021 | Learning Implicit User Profile for Personalized Retrieval-Based Chatbot. | Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen |
| 2021 | Unsupervised Domain Adaptation for Static Malware Detection based on Gradient Boosting Trees. | Panpan Qi, Wei Wang, Lei Zhu, See-Kiong Ng |
| 2021 | Efficient Spatio-temporal Weather Forecasting Using U-Net. | Akshay Punjabi, Pablo Izquierdo-Ayala |
| 2021 | Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning. | Paul J. Pritz, Liang Ma, Kin K. Leung |
| 2021 | A Semantic Data Marketplace for Easy Data Sharing within a Smart City. | Andr Pomp, Alexander Paulus, Andreas Burgdorf, Tobias Meisen |
| 2021 | MentalSpot: Effective Early Screening for Depression Based on Social Contagion. | Jahandad Pirayesh, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan |
| 2021 | Evaluating the Prediction Bias Induced by Label Imbalance in Multi-label Classification. | Luca Piras, Ludovico Boratto, Guilherme Ramos |
| 2021 | Sparse Shield: Social Network Immunization vs. Harmful Speech. | Alexandru Petrescu, Ciprian-Octavian Truica, Elena Simona Apostol, Panagiotis Karras |
| 2021 | DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning. | Aurlien Personnaz, Sihem Amer-Yahia, Laure Berti-quille, Maximilian Fabricius, Srividya Subramanian |