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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

How Hierarchical Topics Evolve in Large Text Corpora

Weiwei Cui, Shixia Liu, Zhuofeng Wu, Hao Wei

IEEE Transactions on Visualization and Computer Graphics (IEEE InfoVis’14) | November 2014

Publication

Fair Allocation in Online Markets

Sreenivas Gollapudi, Debmalya Panigrahi

Proc. Intl. Conf. on Information and Knowledge Management (CIKM) | November 2014

Publication

Similarity Search using Concept Graphs

Rakesh Agrawal, Sreenivas Gollapudi, Anitha Kannan, Krishnaram Kenthapadi

International Conference on Information and Knowledge Management (CIKM) | November 2014

Publication

Reservation-based Scheduling: If You’re Late Don’t Blame Us!

Carlo Curino, Djellel E. Difallah, Chris Douglas, Subru Krishnan, Raghu Ramakrishnan, Sriram Rao

SoCC’14 | November 2014

Project

Publication

Searching Locally-Defined Entities

Zhaohui Wu, Yuanhua Lv, Ariel Fuxman

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management | November 2014

ISBN: 978-1-4503-2598-1

Publication

Recommendations in Location-based Social Networks: A Survey

Jie Bao, Yu Zheng, David Wilkie, Mohamed F. Mokbel

GeoInformatica | November 2014, Vol 19(3): pp. 525-565

Project Project

Publication

Using Pre-Release Test Failures to Build Early Post-Release Defect Prediction Models

Kim Herzig

Proceedings of the 25th International Symposium on Software Reliability Engineering | November 2014

Project

Publication

RC-NET: A General Framework for Incorporating Knowledge into Word Representations

Chang Xu, Yalong Bai, Jiang Bian, Bin Gao, Gang Wang, Xiaoguang Liu, Tie-Yan Liu

November 2014

Publication

Revisiting the Divergence Minimization Feedback Model

Yuanhua Lv, ChengXiang Zhai

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management | November 2014

ISBN: 978-1-4503-2598-1

Publication

Asymmetric Features of Human Generated Translation

Sauleh Eetemadi, Kristina Toutanova

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing | November 2014

Data platforms and analytics

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