Jie Liu

Affiliations:
  • State Key Laboratory of Computer Science, Beijing, China
  • Chinese Academy of Sciences, Institute of Software, Beijing, China
  • University of Science and Technology of China, Anhui, Hefei, China (former)


According to our database1, Jie Liu authored at least 30 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Chorus: More Efficient Machine Learning on Serverless Platform.
Proceedings of the Database and Expert Systems Applications, 2024

2023
EasyPip: Detect and Fix Dependency Problems in Python Dependency Declaration Files.
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Fixing Robust Out-of-distribution Detection for Deep Neural Networks.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

2021
Semi-supervised emotion recognition in textual conversation via a context-augmented auxiliary training task.
Inf. Process. Manag., 2021

DeepCon: Contribution Coverage Testing for Deep Learning Systems.
Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Identity-linked Group Channel Pruning for Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

Label Definitions Augmented Interaction Model for Legal Charge Prediction.
Proceedings of the Advances in Information Retrieval, 2021

2019
Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction.
CoRR, 2019

2018
Characterizing and diagnosing out of memory errors in MapReduce applications.
J. Syst. Softw., 2018

基于Spark SQL的分布式全文检索框架的设计与实现 (Design and Implementation of Distributed Full-text Search Framework Based on Spark SQL).
计算机科学, 2018

2017
Fine-grained Patient Similarity Measuring using Deep Metric Learning.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Parallel Materialization of Datalog Programs with Spark for Scalable Reasoning.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Plogs: Materializing Datalog Programs with MapReduce for Scalable Reasoning.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Hug the Elephant: Migrating a Legacy Data Analytics Application to Hadoop Ecosystem.
Proceedings of the 2016 IEEE International Conference on Software Maintenance and Evolution, 2016

2015
一种简历语义搜索系统的实现方法 (SmartHR: A Resume Query and Management System Based on Semantic Web).
计算机科学, 2015

Experience report: A characteristic study on out of memory errors in distributed data-parallel applications.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015

A Lightweight Evaluation Framework for Table Layouts in MapReduce Based Query Systems.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
SmartHR: a resume query and management system based on semantic web.
Proceedings of the 1st International Workshop on Crowd-based Software Development Methods and Technologies, 2014

Scalable Horn-Like Rule Inference of Semantic Data Using MapReduce.
Proceedings of the Knowledge Science, Engineering and Management, 2014

2013
Mining user daily behavior patterns from access logs of massive software and websites.
Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

MR-runner: a modularized map-reduce job management tool.
Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

A distributed rule execution mechanism based on MapReduce in sematic web reasoning.
Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

Building an Efficient Hadoop Workflow Engine Using BPEL.
Proceedings of the Current Trends in Web Engineering, 2013

A Distributed Cache Framework for Metadata Service of Distributed File Systems.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

FMEM: A Fine-grained Memory Estimator for MapReduce Jobs.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

Consistent Query Answering Based on Repairing Inconsistent Attributes with Nulls.
Proceedings of the Database Systems for Advanced Applications, 2013

2012
A Fast and High Throughput SQL Query System for Big Data.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

SPWR: A Framework to Enable Web Applications Work Offline in Challenged Network Environments.
Proceedings of the Enterprise Interoperability V, 2012

2010
A new approach to performance optimization of mashups via data flow refactoring.
Proceedings of the Second Asia-Pacific Symposium on Internetware, 2010

2009
ETL Workflow Analysis and Verification Using Backwards Constraint Propagation.
Proceedings of the Advanced Information Systems Engineering, 21st International Conference, 2009


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