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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

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

The 61st Annual Meeting of the Association for Computational Linguistics (ACL ’23) | May 2023

Project

Publication

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Zezhong Wang, Fan Yang, Pu Zhao, Lu Wang, Jue Zhang, Mohit Garg, Qingwei Lin 林庆维, Dongmei Zhang

EMNLP’23 Industry | May 2023

Publication

Incident-aware Duplicate Ticket Aggregation for Cloud Systems

Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu

ICSE 2023 | May 2023

Project Project

Event

Northwest Database Society (NWDS) Annual Meeting 2023

May 12, 2023 | Hybrid | Redmond, WA

The Northwest Database Society Annual Meeting brings together researchers and practitioners from the greater Pacific Northwest for a day of technical talks and networking on the broad topic of data management systems. The 2023 meeting…

Event

NorCalDB 2023

May 11, 2023 | Mountain View, CA

NorCalDB Day is a single-day, workshop-style event where participants from academia and industry in Northern California meet to present ideas and discuss their research and experiences. In 2023, NorCalDB Day will be held at the…