Chang Liu

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 22

Top Topics

Convolutional Neural Networks

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Top Venues

Publications

Jason Zhang, Krerkkiat Chusap, Wei Zhang, Chang Liu
Improving Paper Classification Using Forecasting. Big Data (2022)
Xianlong Zeng, Simon M. Lin, Chang Liu
Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis. CoRR (2021)
Xianlong Zeng, Simon M. Lin, Chang Liu
Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis. BCB (2021)
Jeremy Beauchamp, Razvan C. Bunescu, Cindy Marling, Zhongen Li, Chang Liu
LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management. CoRR (2021)
Xianlong Zeng, Fanghao Song, Zhongen Li, Krerkkiat Chusap, Chang Liu
Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoods. CoRR (2021)
Xianlong Zeng, Simon M. Lin, Chang Liu
Pre-training transformer-based framework on large-scale pediatric claims data for downstream population-specific tasks. CoRR (2021)
Xianlong Zeng, Simon M. Lin, Chang Liu
Multi-View Deep Learning Framework for Predicting Patient Expenditure in Healthcare. IEEE Open J. Comput. Soc. 2 (2021)
Xianlong Zeng, Fanghao Song, Zhongen Li, Krerkkiat Chusap, Chang Liu
Human-in-the-Loop Model Explanation via Verbatim Boundary Identification in Generated Neighborhoods. CD-MAKE (2021)
Jeremy Beauchamp, Razvan C. Bunescu, Cindy Marling, Zhongen Li, Chang Liu
LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management. Sensors 21 (9) (2021)
Zhongen Li, Fanghao Song, Brian C. Clark, Dustin R. Grooms, Chang Liu
A Wearable Device for Indoor Imminent Danger Detection and Avoidance With Region-Based Ground Segmentation. IEEE Access 8 (2020)
Chang Liu
Reverse Checking of Quantum Algorithm Execution. IEEE Access 8 (2020)
Fanghao Song, Zhongen Li, Brian C. Clark, Dustin R. Grooms, Chang Liu
Camera-Based Indoor Navigation in Known Environments with ORB for People with Visual Impairment. GHTC (2020)
Xianlong Zeng, Yunyi Feng, Soheil Moosavinasab, Deborah Lin, Simon M. Lin, Chang Liu
Multilevel Self-Attention Model and Its Use on Medical Risk Prediction. PSB (2020)
Yunyi Feng, Simon M. Lin, Enju Lin, Lesley Farley, Yungui Huang, Chang Liu
Identifying Candidates for Medical Coding Audits: Demonstration of a Data Driven Approach to Improve Medicare Severity Diagnosis-Related Group Coding Compliance. HIS (2019)
Chang Liu, Krerkkiat Chusap, Zhongen Li, Zhaojie Chen, Dylan Rogers, Fanghao Song
Continuous Collateral Privacy Risk Auditing of Evolving Autonomous Driving Software. ICSME (2019)
Alex Mayle, Zhiwei Mou, Razvan C. Bunescu, Sadegh Mirshekarian, Li Xu, Chang Liu
Diagnosing Dysarthria with Long Short-Term Memory Networks. INTERSPEECH (2019)
Xianlong Zeng, Soheil Moosavinasab, En-Ju D. Lin, Simon M. Lin, Razvan C. Bunescu, Chang Liu
Distributed representation of patients and its use for medical cost prediction. CoRR (2019)
Xin Ye, Fan Fang, John Wu, Razvan C. Bunescu, Chang Liu
Bug Report Classification Using LSTM Architecture for More Accurate Software Defect Locating. ICMLA (2018)
Xianlong Zeng, Soheil Moosavinasab, Enju Lin, Yungui Huang, Chang Liu, Simon M. Lin
DeepChild: Hospitalization Prediction via Neural Network. AMIA (2018)
Xin Ye, Hui Shen, Xiao Ma, Razvan C. Bunescu, Chang Liu
From word embeddings to document similarities for improved information retrieval in software engineering. ICSE (2016)
Charles Chen, Razvan C. Bunescu, Li Xu, Chang Liu
Tone Classification in Mandarin Chinese Using Convolutional Neural Networks. INTERSPEECH (2016)
Xin Ye, Razvan C. Bunescu, Chang Liu
Mapping Bug Reports to Relevant Files: A Ranking Model, a Fine-Grained Benchmark, and Feature Evaluation. IEEE Trans. Software Eng. 42 (4) (2016)
Chang Liu, Xin Ye, En Ye
Source Code Revision History Visualization Tools: Do They Work and What Would it Take to Put Them to Work? IEEE Access 2 (2014)
Xin Ye, Razvan C. Bunescu, Chang Liu
Learning to rank relevant files for bug reports using domain knowledge. SIGSOFT FSE (2014)
En Ye, Lev A. Neiman, Hiep Q. Dinh, Chang Liu
SecondWATCH: A workspace awareness tool based on a 3-D virtual world. ICSE Companion (2009)
Chang Liu, En Ye, Debra J. Richardson
Software Library Usage Pattern Extraction Using a Software Model Checker. ASE (2006)
Chang Liu, En Ye, Debra J. Richardson
LtRules: an automated software library usage rule extraction tool. ICSE (2006)
Chang Liu, Debra J. Richardson
Research directions in RAIC. ACM SIGSOFT Softw. Eng. Notes 27 (3) (2002)
Chang Liu, Debra J. Richardson
Using RAIC for Dependable On-line Upgrading of Distributed Systems. COMPSAC (2002)
Chang Liu, Debra J. Richardson
Using application states in software testing (poster). ICSE (2000)
Chang Liu, Debra J. Richardson
Automated Security Checking and Patching Using TestTalk. ASE (2000)
Chang Liu, Debra J. Richardson
Towards Discovery, Specification, and Verification of Component Usage. ASE (1999)