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Data platforms and analytics

Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.

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公開日

Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation

Hao Liao, Sheng Bi, Jiao Wu, Wei Zhang, Mingyang Zhou, Rui Mao, Wei Chen

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2023

公開日

Predicate Pushdown for Data Science Pipelines

Cong Yan, Yin Lin, Yeye He

SIGMOD | June 2023

Best Paper Award

プロジェクト

公開日

CoWrangler: Recommender System for Data-Wrangling Scripts

Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari

SIGMOD | June 2023

公開日

Selection Pushdown in Column Stores using Bit Manipulation Instructions

Yinan Li, Jianan Lu, Badrish Chandramouli

2023 ACM SIGMOD Conference | June 2023

プロジェクト

公開日

Mitigating Filter Bubbles Under a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) | June 2023

公開日

Ground Truth Inference for Weakly Supervised Entity Matching

Renzhi Wu, Alexander Bendeck, Xu Chu, Yeye He

SIGMOD 2023 | June 2023

公開日

Robust Multimodal Failure Detection for Microservice Systems

Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Simon Tan, Xiao Xiong, Lulu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin 林庆维, Dongmei Zhang

KDD’23 ADS | May 2023

公開日

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

プロジェクト

公開日

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

公開日

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

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