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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

Precision Mapping Child Undernutrition for Nearly 600,000 Inhabited Census Villages in India

Rockli Kim, Avleen S. Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C. Blossom, Akshay Swaminathan, Gary King, Alok Kumar, Rakesh Sarwal,, Juan M. Lavista Ferres, S. V. Subramanian

PNAS | May 2021, Vol 118

Project Project

Publication

Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations

Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee, Steven Drucker, John Stasko

Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021

Project

Publication

Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison

Aoyu Wu, Liwenhan Xie, Bongshin Lee, Yun Wang, Weiwei Cui, Huamin Qu

Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021

Publication

From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight

Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran

ACM SIGMOD Record | May 2021

Publication

ASL Sea Battle: Gamifying Sign Language Data Collection

Danielle Bragg, Naomi Caselli, John W. Gallagher, Miriam Goldberg, Courtney Oka, Bill Thies

CHI 2021 | May 2021

Honorable Mention

Project

Publication

Economical Hyperparameter Optimization with Blended Search Strategy

Chi Wang, Qingyun Wu, Silu Huang, Amin Saied

The Ninth International Conference on Learning Representations (ICLR 2021) | May 2021

Github Project

Publication

CAST: Authoring Data-Driven Chart Animations

Tong Ge, Bongshin Lee, Yunhai Wang

Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021

Project

Publication

Privacy-preserving decentralized aggregation for federated learning

Beomyeol Jeon, SM Ferdous, Muntasir Raihan Rahman, Anwar Walid

IEEE INFOCOM 2021 – IEEE Conference on Computer Communications Workshops (INFOCOM WORKSHOPS) | May 2021

Publication

Data@Hand: Fostering Visual Exploration of Personal Data on Smartphones Leveraging Speech and Touch Interaction

Young-Ho Kim, Bongshin Lee, Arjun Srinivasan, Eun Kyoung Choe

Proceedings of the ACM Conference on Human Factors in Computing Systems | May 2021

Video Project Project Project

Video

To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams, SIGMOD 2021, 20 mins

April 25, 2021 | Olga Poppe

Complex event processing systems continuously evaluate large workloads under tight time constraints. Event trend aggregation queries with Kleene patterns are commonly used to retrieve summarized insights about the recent trends in event streams. State-of-art methods…

17:56

Data platforms and analytics

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