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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

A General Streaming Algorithm for Pattern Discovery

Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan

Knowledge and Information Systems | December 2013, Vol 37(3): pp. 585-610

Project

Publication

Knowledge and Theme Discovery across Very Large Biological Data Sets Using Distributed Queries: A Prototype Combining Unstructured and Structured Data. PLOS 2013

Uma S. Mudunuri, Jude Khouja, Stephen Repetski, Girish Venkataraman, Brian T. Luke, F. Pascal Girard, Robert M. Stephens

PLOS One | December 2013

Publication

Semantic Frame-Based Document Representation for Comparable Corpora

Hyungsul Kim, Xiang Ren, Yizhou Sun, Chi Wang, Jiawei Han

Proceeding of 2013 IEEE International Conference on Data Mining | December 2013

Publication

Constant-Round Concurrent Zero Knowledge in the Bounded Player Model

Vipul Goyal, Abhishek Jain, Rafail Ostrovsky, Silas Richelson, Ivan Visconti

19th International Conference on the Theory and Application of Cryptology and Information Security | December 2013

Publication

Delta: Scalable Data Dissemination under Capacity Constraints

Konstantinos Karanasos, Asterios Katsifodimos, Ioana Manolescu

Very Large Data Bases (PVLDB) | December 2013

Publication

Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach

Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun

December 2013

Publication

Unsupervised Induction and Filling of Semantic Slots for Spoken Dialogue Systems Using Frame-Semantic Parsing

Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky

Proceedings of 2013 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU 2013) | December 2013

Best Student Paper Award (1/~170; < 0.6%)

Video

Inspiring and empowering junior PhD students: Microsoft Research Asia Fellowship

November 21, 2013 | Feng Zhao

Microsoft Research Asia supports and encourages excellent PhD students to pursue their research goals by offering a fellowship early in their research career. We recognize outstanding PhD students majoring in computer science, electrical engineering, information…

03:56

Publication

Massively Parallel Databases and MapReduce Systems

Shivnath Babu, Herodotos Herodotou

Foundations and Trends® in Databases | November 2013

Group

Multimedia Search and Mining

Multimedia Search and Mining (MSM) group focuses on a wide variety of multimedia-related research and projects, e.g., understanding, analysis, search, data mining, and applications.

Data platforms and analytics

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