Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services
Publication Kaskade: Graph Views for Efficient Graph Analytics Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun International Conference on Data Engineering (ICDE) | April 2020
Publication Heterogeneous Graph Transformer Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun The 2020 Web Conference (WWW) | April 2020 Project Project
Publication What’s Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities Souti Chattopadhyay, Ishita Prasad, Austin Z. Henley, Anita Sarma, Titus Barik ACM CHI Conference on Human Factors in Computing Systems | April 2020 Honourable Mention Award
Publication InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche, Steven Drucker, Ken Hinckley Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2020 Video Project Project
Publication Towards Extracting Highlights From Recorded Live Videos: An Implicit Crowdsourcing Approach Ruochen Jiang, Changbo Qu, Jiannan Wang, Chi Wang, Yudian Zheng IEEE International Conference on Data Engineering | April 2020
Publication Bitvector-aware Query Optimization for Decision Support Queries (extended version) Bailu Ding, Surajit Chaudhuri, Vivek Narasayya MSR-TR-2020-8 | April 2020 Published by Microsoft Project
Publication 大数据网络传播模型和算法 (Network Diffusion Models and Algorithms for Big Data) Published by 人民邮电出版社 (Post & Telecom Press) | April 2020 ISBN: 978-7-115-52554-3
Publication Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani ACM CHI Conference on Human Factors in Computing Systems | April 2020 Best Paper Award Project
Publication ColumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang IEEE International Conference on Data Engineering (ICDE 2020) | April 2020
Publication A Graph-Theoretical Basis of Stochastic-Cascading Network Influence: Characterizations of Influence-Based Centrality Wei Chen, Shang-Hua Teng, Hanrui Zhang Theoretical Computer Science | April 2020
