| 2020 | Rethinking Pruning for Accelerating Deep Inference At the Edge. | Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele |
| 2020 | High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder. | Nicholas Gao, Max Wilson, Thomas Vandal, Walter Vinci, Ramakrishna R. Nemani, Eleanor Gilbert Rieffel |
| 2020 | Multimodal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery. | Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Zexi Chen, Ranga Raju Vatsavai |
| 2020 | Local Motif Clustering on Time-Evolving Graphs. | Dongqi Fu, Dawei Zhou, Jingrui He |
| 2020 | CompactETA: A Fast Inference System for Travel Time Prediction. | Kun Fu, Fanlin Meng, Jieping Ye, Zheng Wang |
| 2020 | Efficient Algorithm for the b-Matching Graph. | Yasuhiro Fujiwara, Atsutoshi Kumagai, Sekitoshi Kanai, Yasutoshi Ida, Naonori Ueda |
| 2020 | Deep Learning for Search and Recommender Systems in Practice. | Zhoutong Fu, Huiji Gao, Weiwei Guo, Sandeep Kumar Jha, Jun Jia, Xiaowei Liu, Bo Long, Jun Shi, Sida Wang, Mingzhou Zhou |
| 2020 | Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems. | Zhenxin Fu, Shaobo Cui, Mingyue Shang, Feng Ji, Dongyan Zhao, Haiqing Chen, Rui Yan |
| 2020 | Entropy in Legal Language. | Roland Friedrich, Mauro Luzzatto, Elliott Ash |
| 2020 | Mutually Beneficial Collaborations to Broaden Participation of Hispanics in Data Science. | Patricia Ordez Franco |
| 2020 | The Illusion of Inclusion: Large Scale Genomic Data Sovereignty and Indigenous Populations. | Keolu Fox |
| 2020 | Discovering Succinct Pattern Sets Expressing Co-Occurrence and Mutual Exclusivity. | Jonas Fischer, Jilles Vreeken |
| 2020 | Learning to Simulate Human Mobility. | Jie Feng, Zeyu Yang, Fengli Xu, Haisu Yu, Mudan Wang, Yong Li |
| 2020 | To Tune or Not to Tune?: In Search of Optimal Configurations for Data Analytics. | Ayat Fekry, Lucian Carata, Thomas F. J.-M. Pasquier, Andrew Rice, Andy Hopper |
| 2020 | ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Maps. | Xiaomin Fang, Jizhou Huang, Fan Wang, Lingke Zeng, Haijin Liang, Haifeng Wang |
| 2020 | Game Action Modeling for Fine Grained Analyses of Player Behavior in Multi-player Card Games (Rummy as Case Study). | Sharanya Eswaran, Mridul Sachdeva, Vikram Vimal, Deepanshi Seth, Suhaas Kalpam, Sanjay Agarwal, Tridib Mukherjee, Samrat Dattagupta |
| 2020 | Fighting a Pandemic: Convergence of Expertise, Data Science and Policy. | Tina Eliassi-Rad, Nitesh V. Chawla, Vittoria Colizza, Lauren Gardner, Marcel Salath, Samuel V. Scarpino, Joseph T. Wu |
| 2020 | Attention based Multi-Modal New Product Sales Time-series Forecasting. | Vijay Ekambaram, Kushagra Manglik, Sumanta Mukherjee, Surya Shravan Kumar Sajja, Satyam Dwivedi, Vikas Raykar |
| 2020 | Deep Exogenous and Endogenous Influence Combination for Social Chatter Intensity Prediction. | Subhabrata Dutta, Sarah Masud, Soumen Chakrabarti, Tanmoy Chakraborty |
| 2020 | Cascade-LSTM: A Tree-Structured Neural Classifier for Detecting Misinformation Cascades. | Francesco Ducci, Mathias Kraus, Stefan Feuerriegel |
| 2020 | Efficiently Solving the Practical Vehicle Routing Problem: A Novel Joint Learning Approach. | Lu Duan, Yang Zhan, Haoyuan Hu, Yu Gong, Jiangwen Wei, Xiaodong Zhang, Yinghui Xu |
| 2020 | Balanced Order Batching with Task-Oriented Graph Clustering. | Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu |
| 2020 | Structural Patterns and Generative Models of Real-world Hypergraphs. | Manh Tuan Do, Se-eun Yoon, Bryan Hooi, Kijung Shin |
| 2020 | Robust Spammer Detection by Nash Reinforcement Learning. | Yingtong Dou, Guixiang Ma, Philip S. Yu, Sihong Xie |
| 2020 | MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation. | Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu |