| 2020 | Perspectives on Broadening Participation in STEM Careers across Academia, Government, and Industry. | Hasan Jackson |
| 2020 | Sub-Matrix Factorization for Real-Time Vote Prediction. | Alexander Immer, Victor Kristof, Matthias Grossglauser, Patrick Thiran |
| 2020 | Matrix Profile XXI: A Geometric Approach to Time Series Chains Improves Robustness. | Makoto Imamura, Takaaki Nakamura, Eamonn J. Keogh |
| 2020 | Learning from All Types of Experiences: A Unifying Machine Learning Perspective. | Zhiting Hu, Eric P. Xing |
| 2020 | Building Forecasting Solutions Using Open-Source and Azure Machine Learning. | Chenhui Hu, Vanja Paunic |
| 2020 | Measuring Model Complexity of Neural Networks with Curve Activation Functions. | Xia Hu, Weiqing Liu, Jiang Bian, Jian Pei |
| 2020 | GPT-GNN: Generative Pre-Training of Graph Neural Networks. | Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun |
| 2020 | CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring. | Jiaxin Huang, Yiqing Xie, Yu Meng, Yunyi Zhang, Jiawei Han |
| 2020 | Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data. | Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Yibo Sun, Ying Li |
| 2020 | Personalized Prefix Embedding for POI Auto-Completion in the Search Engine of Baidu Maps. | Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Ying Li |
| 2020 | Embedding-based Retrieval in Facebook Search. | Jui-Ting Huang, Ashish Sharma, Shuying Sun, Li Xia, David Zhang, Philip Pronin, Janani Padmanabhan, Giuseppe Ottaviano, Linjun Yang |
| 2020 | CrowdQuake: A Networked System of Low-Cost Sensors for Earthquake Detection via Deep Learning. | Xin Huang, Jangsoo Lee, Young-Woo Kwon, Chul-Ho Lee |
| 2020 | Laplacian Change Point Detection for Dynamic Graphs. | Shenyang Huang, Yasmeen Hitti, Guillaume Rabusseau, Reihaneh Rabbany |
| 2020 | Malicious Attacks against Deep Reinforcement Learning Interpretations. | Mengdi Huai, Jianhui Sun, Renqin Cai, Liuyi Yao, Aidong Zhang |
| 2020 | Data-Driven Never-Ending Learning Question Answering Systems. | Estevam R. Hruschka Jr. |
| 2020 | HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units. | Shenda Hong, Yanbo Xu, Alind Khare, Satria Priambada, Kevin O. Maher, Alaa Aljiffry, Jimeng Sun, Alexey Tumanov |
| 2020 | HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival. | Huiting Hong, Yucheng Lin, Xiaoqing Yang, Zang Li, Kun Fu, Zheng Wang, Xiaohu Qie, Jieping Ye |
| 2020 | Tutorial on Online User Engagement: Metrics and Optimization. | Liangjie Hong, Mounia Lalmas |
| 2020 | A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering. | Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme |
| 2020 | How AI Can Help Build Resiliency for Small Businesses in a Global Economic Crisis. | Nhung Ho |
| 2020 | Attention and Memory-Augmented Networks for Dual-View Sequential Learning. | Yong He, Cheng Wang, Nan Li, Zhenyu Zeng |
| 2020 | DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. | Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach |
| 2020 | Learning Stable Graphs from Multiple Environments with Selection Bias. | Yue He, Peng Cui, Jianxin Ma, Hao Zou, Xiaowei Wang, Hongxia Yang, Philip S. Yu |
| 2020 | CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis. | Wenchong He, Zhe Jiang, Chengming Zhang, Arpan Man Sainju |
| 2020 | Leveraging Model Inherent Variable Importance for Stable Online Feature Selection. | Johannes Haug, Martin Pawelczyk, Klaus Broelemann, Gjergji Kasneci |