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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

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel Weld, Roy Schwartz, Hannaneh Hajishirzi

March 2021

Project Project

Project

Health Cloud & Platform

The Microsoft Health Cloud & Platform team envisions making health data accessible, easy to use and available to all healthcare workers and organizations as they need it. Data interoperability is at the core of our…

Publication

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector

Chuan Luo, …, Qingwei Lin 林庆维

AAAI’21 | March 2021

Project

Publication

NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique Problem

Jiejiang Chen, …, Qingwei Lin 林庆维, …

AAAI’21 | March 2021

Project

Publication

A Data Quality-Driven View of MLOps

Cedric Renggli, Luka Rimanic, Nezihe Merve Gurel, Bojan Karlas, Wentao Wu, Ce Zhang

IEEE Data Engineering Bulletin | March 2021, Vol 44(1): pp. 11-23

Publication

Auto-Tag: Tagging-Data-By-Example in Data Lakes using Pre-training and Inferred Domain Patterns

Yeye He, Jie Song, Yue Wang, Surajit Chaudhuri, Vishal Anil, Blake Lassiter, Yaron Goland, Gaurav Malhotra

MSR-TR-2021-6 | March 2021

Published by Microsoft

Publication

Hardware Acceleration for DBMS Machine Learning Scoring: Is It Worth the Overheads?

Zahra Azad, Rathijit Sen, Kwanghyun Park, Ajay Joshi

International Symposium on Performance Analysis of Systems and Software (ISPASS) | March 2021

Publication

Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems

Chuan Luo, Bo Qiao, Wenqian Xing, Xin Chen, Pu Zhao, Chao Du, Randolph Yao, Hongyu Zhang, Wei Wu, Shaowei Cai, Saravanakumar Rajmohan, Qingwei Lin 林庆维

AAAI’21 | March 2021

Project Project Project

Project

Microsoft Genomics

Our Microsoft Genomics team recognizes the challenges faced by the genomics community and are striving to build an ecosystem (backed by OSS and Microsoft products and services) that can facilitate genomics work for all.

Publication

Training Large-Scale News Recommenders with Pretrained Language Models in the Loop

Shitao Xiao, Zheng Liu, Yingxia Shao, Tao Di, Xing Xie

KDD 2022 | February 2021

Data platforms and analytics

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