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Published Date

Publication

UniParser: A Unified Log Parser for Heterogeneous Log Data

Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

TheWebConf 2022 | April 2022

Project Project

Publication

Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts

Beibin Li, Yao Lu, Srikanth Kandula

SIGMOD | April 2022

Publication

Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property

Boshi Wang, Jialin Yi, Hang Dong, Bo Qiao, Chuan Luo, Qingwei Lin 林庆维

ICLR 2022 | April 2022

Project

Publication

Building an efficient key-value store in a flexible address space

Chen Chen, Wenshao Zhong, Xingbo Wu

EuroSys ’22: Proceedings of the Seventeenth European Conference on Computer Systems | March 2022

Publication

LlamaTune: Sample-Efficient DBMS Configuration Tuning

Konstantinos Kanellis, Cong Ding, Brian Kroth, Andreas C. Müller, Carlo Curino, Shivaram Venkataraman

VLDB 2022 | March 2022

Publication

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | March 2022

Publication

Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation

Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner

SIGMOD | March 2022

Project

Publication

FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang, Xing Xie

KDD 2022 | February 2022

Publication

Mining Robust Default Configurations for Resource-constrained AutoML

Moe Kayali, Chi Wang

MSR-TR-2022-28 | February 2022

Published by Microsoft

Github Project

Publication

Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search

Jianjin Zhang, Zheng Liu, Weihao Han, Shitao Xiao, Ruicheng Zheng, Yingxia Shao, Hao Sun, Hanqing Zhu, Premkumar Srinivasan, Denvy Deng, Qi Zhang, Xing Xie

KDD 2022 | February 2022