Chunwei Liu

According to our database, Chunwei Liu authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Don't Stop Me Now: Embedding Based Scheduling for LLMs.

Rana Shahout, Eran Malach, Chunwei Liu, Weifan Jiang, Minlan Yu, Michael Mitzenmacher

CoRR, 2024

A Declarative System for Optimizing AI Workloads.

Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano

CoRR, 2024

Sawmill: From Logs to Causal Diagnosis of Large Systems.

Markos Markakis, An Bo Chen, Brit Youngmann, Trinity Gao, Ziyu Zhang, Rana Shahout, Peter Baile Chen, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

AdaEdge: A Dynamic Compression Selection Framework for Resource Constrained Devices.

Chunwei Liu, John Paparrizos, Aaron J. Elmore

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Press ECCS to Doubt (Your Causal Graph).

Markos Markakis, Ziyu Zhang, Rana Shahout, Trinity Gao, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella

Proceedings of the Conference on Governance, 2024

MDCR: A Dataset for Multi-Document Conditional Reasoning.

Peter Baile Chen, Yi Zhang, Chunwei Liu, Sejal Gupta, Yoon Kim, Mike Cafarella

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

A Deep Dive into Common Open Formats for Analytical DBMSs.

Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes

Proc. VLDB Endow., 2023

Querying Time-Series Data: A Comprehensive Comparison of Distance Measures.

John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin

IEEE Data Eng. Bull., 2023

SEED: Simple, Efficient, and Effective Data Management via Large Language Models.

Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska

CoRR, 2023

2022

Fast Adaptive Similarity Search through Variance-Aware Quantization.

John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Decomposed Bounded Floats for Fast Compression and Queries.

Chunwei Liu, Hao Jiang, John Paparrizos, Aaron J. Elmore

Proc. VLDB Endow., 2021

Good to the Last Bit: Data-Driven Encoding with CodecDB.

Hao Jiang, Chunwei Liu, John Paparrizos, Andrew A. Chien, Jihong Ma, Aaron J. Elmore

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

VergeDB: A Database for IoT Analytics on Edge Devices.

John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage.

Hao Jiang, Chunwei Liu, Qi Jin, John Paparrizos, Aaron J. Elmore

Proc. VLDB Endow., 2020

Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures.

John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Mostly Order Preserving Dictionaries.

Chunwei Liu, McKade Umbenhower, Hao Jiang, Pranav Subramaniam, Jihong Ma, Aaron J. Elmore

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2015

Cloud computing-based map-matching for transportation data center.

Jian Huang, Jinhui Qie, Chunwei Liu, Siyang Li, Jingnong Weng, Weifeng Lv

Electron. Commer. Res. Appl., 2015

2014

Developing Map Matching Algorithm for Transportation Data Center.

Jian Huang, Chunwei Liu, Jinhui Qie

Proceedings of the 2014 Ninth International Conference on P2P, 2014

2013

Parallel Map Matching on Massive Vehicle GPS Data Using MapReduce.

Jian Huang, Shaoqing Qiao, Haitao Yu, Jinhui Qie, Chunwei Liu

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012

A feasibility study of early detection of lung cancer by saliva test using Surface Enhanced Raman scattering.

Yan Wang, Zijian Cui, Wenxin Zheng, Anyu Chen, Hong Wang, Xun Guo, Chunwei Liu

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012