Chunwei Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Distance Measure

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
A Declarative System for Optimizing AI Workloads. CoRR (2024)
Chunwei Liu, John Paparrizos, Aaron J. Elmore
AdaEdge: A Dynamic Compression Selection Framework for Resource Constrained Devices. ICDE (2024)
Peter Baile Chen, Yi Zhang, Chunwei Liu, Sejal Gupta, Yoon Kim, Michael J. Cafarella
MDCR: A Dataset for Multi-Document Conditional Reasoning. CoRR (2024)
Markos Markakis, An Bo Chen, Brit Youngmann, Trinity Gao, Ziyu Zhang, Rana Shahout, Peter Baile Chen, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella
Sawmill: From Logs to Causal Diagnosis of Large Systems. SIGMOD Conference Companion (2024)
Markos Markakis, Ziyu Zhang, Rana Shahout, Trinity Gao, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella
Press ECCS to Doubt (Your Causal Graph). GUIDE-AI@SIGMOD (2024)
Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
A Deep Dive into Common Open Formats for Analytical DBMSs. Proc. VLDB Endow. 16 (11) (2023)
John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
Querying Time-Series Data: A Comprehensive Comparison of Distance Measures. IEEE Data Eng. Bull. 46 (3) (2023)
Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska
SEED: Simple, Efficient, and Effective Data Management via Large Language Models. CoRR (2023)
John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
Fast Adaptive Similarity Search through Variance-Aware Quantization. ICDE (2022)
Hao Jiang, Chunwei Liu, John Paparrizos, Andrew A. Chien, Jihong Ma, Aaron J. Elmore
Good to the Last Bit: Data-Driven Encoding with CodecDB. SIGMOD Conference (2021)
John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
VergeDB: A Database for IoT Analytics on Edge Devices. CIDR (2021)
Chunwei Liu, Hao Jiang, John Paparrizos, Aaron J. Elmore
Decomposed Bounded Floats for Fast Compression and Queries. Proc. VLDB Endow. 14 (11) (2021)
John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures. SIGMOD Conference (2020)
Hao Jiang, Chunwei Liu, Qi Jin, John Paparrizos, Aaron J. Elmore
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage. Proc. VLDB Endow. 13 (6) (2020)
Chunwei Liu, McKade Umbenhower, Hao Jiang, Pranav Subramaniam, Jihong Ma, Aaron J. Elmore
Mostly Order Preserving Dictionaries. ICDE (2019)
Jian Huang, Jinhui Qie, Chunwei Liu, Siyang Li, Jingnong Weng, Weifeng Lv
Cloud computing-based map-matching for transportation data center. Electron. Commer. Res. Appl. 14 (6) (2015)
Jian Huang, Chunwei Liu, Jinhui Qie
Developing Map Matching Algorithm for Transportation Data Center. 3PGCIC (2014)
Jian Huang, Shaoqing Qiao, Haitao Yu, Jinhui Qie, Chunwei Liu
Parallel Map Matching on Massive Vehicle GPS Data Using MapReduce. HPCC/EUC (2013)
Yan Wang, Zijian Cui, Wenxin Zheng, Anyu Chen, Hong Wang, Xun Guo, Chunwei Liu
A feasibility study of early detection of lung cancer by saliva test using Surface Enhanced Raman scattering. BMEI (2012)