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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Multi-Round Influence Maximization

Lichao Sun, Weiran Huang, Philip S. Yu, Wei Chen

Proceedings of the 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’2018), London, United Kingdom, August 2018 | June 2018

Publication

Information Visualization Evaluation Using Crowdsourcing

Rita Borgo, Luana Micallef, Benjamin Bach, Fintan McGee, Bongshin Lee

Computer Graphics Forum | June 2018

Publication

Optimally leveraging density and locality for exploratory browsing and sampling

Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Sam Madden, Aditya Parameswaran

HILDA@SIGMOD | June 2018

Publication

Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets

Yihan Gao, Silu Huang, Aditya Parameswaran

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2018

Video

Differential Privacy for Growing Databases

May 30, 2018 | Rachel Cummings

We study the design of differentially private algorithms for adaptive analysis of dynamically growing databases, where a database accumulates new data entries while the analysis is ongoing. We provide a collection of tools for machine…

Differential Privacy for Growing Databases

1:01:50

Publication

Hooked on Data Videos: Assessing the Effect of Animation and Pictographs on Viewer Engagement

Fereshteh Amini, Nathalie Henry Riche, Bongshin Lee, Jason Leboe-McGowan, Pourang Irani

AVI ’18 Proceedings of the 2018 International Conference on Advanced Visual Interfaces | May 2018

Project

Publication

Multimodal Interaction for Data Visualization

Bongshin Lee, Arjun Srinivasan, John Stasko, Melanie Tory, Vidya Setlur

Proceedings of the 2018 International Conference on Advanced Visual Interfaces | May 2018

Project

Publication

Personal Data Exploration with Speech on Mobile Devices

Eun Kyoung Choe, Bongshin Lee, Seung-won Hwang

May 2018

Project Project

Publication

Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database

Shih-kai Lin, Isti Qomah, Yu-shan Lin, Herming Chiueh, Chin-Yew Lin

International Symposium on Circuits and Systems | May 2018

Publication

Computation Reuse in Analytics Job Service at Microsoft

Alekh Jindal, Shi Qiao, Hiren Patel, Zhicheng Yin, Jieming Di, Malay Bag, Marc Friedman, Yifung Lin, Konstantinos Karanasos, Sriram Rao

2018 International Conference on Management of Data | May 2018

Project Project Project

Data platforms and analytics

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