Chang Liu

According to our database, Chang Liu authored at least 41 papers between 1999 and 2024.

Collaborative distances:

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

2024

Gauging Tech Community Acceptance of Rapid Prototyping in Unfamiliar Programming Languages using LLM Chatbots.

Krerkkiat Chusap, Chang Liu

LLM4CODE@ICSE, 2024

2022

Improving Paper Classification Using Forecasting.

Jason Zhang, Krerkkiat Chusap, Wei Zhang, Chang Liu

Proceedings of the IEEE International Conference on Big Data, 2022

Development and preliminary validation of metrics to evaluate data-driven clinical research hypotheses.

Xia Jing, Yuchun Zhou, James J. Cimino, Jay Shubrook, Vimla L. Patel, Sonsoles De Lacalle, Chang Liu

Proceedings of the AMIA 2022, 2022

2021

LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management.

Jeremy Beauchamp, Razvan C. Bunescu, Cindy Marling, Zhongen Li, Chang Liu

Sensors, 2021

Multi-View Deep Learning Framework for Predicting Patient Expenditure in Healthcare.

Xianlong Zeng, Simon M. Lin, Chang Liu

IEEE Open J. Comput. Soc., 2021

Pre-training transformer-based framework on large-scale pediatric claims data for downstream population-specific tasks.

Xianlong Zeng, Simon M. Lin, Chang Liu

CoRR, 2021

Human-in-the-Loop Model Explanation via Verbatim Boundary Identification in Generated Neighborhoods.

Xianlong Zeng, Fanghao Song, Zhongen Li, Krerkkiat Chusap, Chang Liu

Proceedings of the Machine Learning and Knowledge Extraction, 2021

Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis.

Xianlong Zeng, Simon M. Lin, Chang Liu

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

Reverse Checking of Quantum Algorithm Execution.

Chang Liu

IEEE Access, 2020

A Wearable Device for Indoor Imminent Danger Detection and Avoidance With Region-Based Ground Segmentation.

Zhongen Li, Fanghao Song, Brian C. Clark, Dustin R. Grooms, Chang Liu

IEEE Access, 2020

Multilevel Self-Attention Model and Its Use on Medical Risk Prediction.

Xianlong Zeng, Yunyi Feng, Soheil Moosavinasab, Deborah Lin, Simon M. Lin, Chang Liu

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Camera-Based Indoor Navigation in Known Environments with ORB for People with Visual Impairment.

Fanghao Song, Zhongen Li, Brian C. Clark, Dustin R. Grooms, Chang Liu

Proceedings of the IEEE Global Humanitarian Technology Conference, 2020

A Privacy-Preserving and Overhead-Free Protocol for Direct Donations to People Impacted by COVID-19 Lockdowns.

Chang Liu, Lisa Liu

Proceedings of the IEEE Global Humanitarian Technology Conference, 2020

2019

A visual interactive analytic tool for filtering and summarizing large health data sets coded with hierarchical terminologies (VIADS).

Xia Jing, Matthew Emerson, David Masters, Matthew Brooks, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Sonsoles De Lacalle, Yuchun Zhou, Vimla L. Patel

BMC Medical Informatics Decis. Mak., 2019

Distributed representation of patients and its use for medical cost prediction.

Xianlong Zeng, Soheil Moosavinasab, En-Ju D. Lin, Simon M. Lin, Razvan C. Bunescu, Chang Liu

CoRR, 2019

Diagnosing Dysarthria with Long Short-Term Memory Networks.

Alex Mayle, Zhiwei Mou, Razvan C. Bunescu, Sadegh Mirshekarian, Li Xu, Chang Liu

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Continuous Collateral Privacy Risk Auditing of Evolving Autonomous Driving Software.

Chang Liu, Krerkkiat Chusap, Zhongen Li, Zhaojie Chen, Dylan Rogers, Fanghao Song

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Identifying Candidates for Medical Coding Audits: Demonstration of a Data Driven Approach to Improve Medicare Severity Diagnosis-Related Group Coding Compliance.

Yunyi Feng, Simon M. Lin, Enju Lin, Lesley Farley, Yungui Huang, Chang Liu

Proceedings of the Health Information Science - 8th International Conference, 2019

2018

Bug Report Classification Using LSTM Architecture for More Accurate Software Defect Locating.

Xin Ye, Fan Fang, John Wu, Razvan C. Bunescu, Chang Liu

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

DeepChild: Hospitalization Prediction via Neural Network.

Xianlong Zeng, Soheil Moosavinasab, Enju Lin, Yungui Huang, Chang Liu, Simon M. Lin

Proceedings of the AMIA 2018, 2018

Improved Visualization of Hierarchical Datasets with VIADS.

Matthew Emerson, Matthew Brooks, David Masters, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Xia Jing

Proceedings of the AMIA 2018, 2018

2016

Mapping Bug Reports to Relevant Files: A Ranking Model, a Fine-Grained Benchmark, and Feature Evaluation.

Xin Ye, Razvan C. Bunescu, Chang Liu

IEEE Trans. Software Eng., 2016

An empirical study on the effect of 3D visualization for project tasks and resources.

Khaled Jaber, Bonita Sharif, Chang Liu

J. Syst. Softw., 2016

Tone Classification in Mandarin Chinese Using Convolutional Neural Networks.

Charles Chen, Razvan C. Bunescu, Li Xu, Chang Liu

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

From word embeddings to document similarities for improved information retrieval in software engineering.

Xin Ye, Hui Shen, Xiao Ma, Razvan C. Bunescu, Chang Liu

Proceedings of the 38th International Conference on Software Engineering, 2016

2015

TeamWATCH demonstration: a web-based 3d software source code visualization for education.

Minyuan Gao, Chang Liu

Proceedings of the 1st International Workshop on Code Hunt on Educational Software Engineering, 2015

2014

A domain-oriented end-user design environment for generating interactive 3D virtual chemistry experiments.

Ying Zhong, Chang Liu

Multim. Tools Appl., 2014

Multi-Level Adaptation in End-User Development of 3D Virtual Chemistry Experiments.

Chang Liu, Ying Zhong

Int. J. Virtual Pers. Learn. Environ., 2014

Source Code Revision History Visualization Tools: Do They Work and What Would it Take to Put Them to Work?

Chang Liu, Xin Ye, En Ye

IEEE Access, 2014

Learning to rank relevant files for bug reports using domain knowledge.

Xin Ye, Razvan C. Bunescu, Chang Liu

Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

2013

Facilitating 3D Virtual World Learning Environments Creation by Non-Technical End Users through Template-Based Virtual World Instantiation.

Chang Liu, Ying Zhong, Sertac Ozercan, Qing Zhu

Int. J. Virtual Pers. Learn. Environ., 2013

A Study on the Effect of Traceability Links in Software Maintenance.

Kal Jaber, Bonita Sharif, Chang Liu

IEEE Access, 2013

2012

User evaluation of a domain-oriented end-user design environment for building 3D virtual chemistry experiments.

Ying Zhong, Chang Liu

Proceedings of the First International Workshop on User Evaluation for Software Engineering Researchers, 2012

2009

SecondWATCH: A workspace awareness tool based on a 3-D virtual world.

En Ye, Lev A. Neiman, Hiep Q. Dinh, Chang Liu

Proceedings of the 31st International Conference on Software Engineering, 2009

2006

Software Library Usage Pattern Extraction Using a Software Model Checker.

Chang Liu, En Ye, Debra J. Richardson

Proceedings of the 21st IEEE/ACM International Conference on Automated Software Engineering (ASE 2006), 2006

LtRules: an automated software library usage rule extraction tool.

Chang Liu, En Ye, Debra J. Richardson

Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006

2002

Research directions in RAIC.

Chang Liu, Debra J. Richardson

ACM SIGSOFT Softw. Eng. Notes, 2002

Using RAIC for Dependable On-line Upgrading of Distributed Systems.

Chang Liu, Debra J. Richardson

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2000

Automated Security Checking and Patching Using TestTalk.

Chang Liu, Debra J. Richardson

Proceedings of the Fifteenth IEEE International Conference on Automated Software Engineering, 2000

Using application states in software testing (poster).

Chang Liu, Debra J. Richardson

Proceedings of the 22nd International Conference on on Software Engineering, 2000

1999

Towards Discovery, Specification, and Verification of Component Usage.

Chang Liu, Debra J. Richardson

Proceedings of the 14th IEEE International Conference on Automated Software Engineering, 1999