Jinghui Liu

41 papers C 5Misc 6Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — conf
Generative Data Augmentation for Few-Shot Steel Surface Defect Detection: A Hybrid Framework and Industrial Implementation.
CNML
Zhijian He, Ziyi Jiang, Jiabao Yang, Jinghui Liu
2026 J jnl
Spatiotemporal Characteristics and Hazard Assessment of Drought in Inner Mongolia Based on the MCI.
ISPRS Int. J. Geo Inf.
Yanmin Li, Jinghui Liu, Xinxu Li, Zixuan Wang, Chenxu Liu
2025 J jnl
Comparing Text-Based Clinical Risk Prediction in Critical Care: A Note-Specific Hierarchical Network and Large Language Models.
IEEE J. Biomed. Health Informatics
Jinghui Liu, Anthony N. Nguyen, Daniel Capurro, Karin Verspoor
2025 J jnl
Enhancing CYGNSS Soil Moisture Retrieval Accuracy by Considering the Lag Effect of Sun-Induced Fluorescence.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jinghui Liu, XianYun Zhang, Xiaodong Deng, Hongquan Wang
2025 J jnl
Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports.
Artif. Intell. Medicine
Jinghui Liu, Bevan Koopman, Nathan J. Brown, Kevin Chu, Anthony N. Nguyen
2025 J jnl
Geological Disaster Risk Assessment Under Extreme Precipitation Conditions in the Ili River Basin.
ISPRS Int. J. Geo Inf.
Xinxu Li, Jinghui Liu, Zhiyong Zhang, Xushan Yuan, Yanmin Li, Zixuan Wang
2024 J jnl
Development and validation of a deep learning-based survival prediction model for pediatric glioma patients: A retrospective study using the SEER database and Chinese data.
Comput. Biol. Medicine
Yang Jiao, Jianan Ye, Wenjian Zhao, Zhicheng Fan, Yunpeng Kou, Shaochun Guo, Min Chao, Chao Fan, Peigang Ji, Jinghui Liu, Yulong Zhai, Yuan Wang, Na Wang, Liang Wang
2024 — conf
Integrating Large Language Models with Digital Avatars: A Case Study of the Educational Domain.
ICIT
Yueqian Du, Bohan Zhou, Yiming Wang, Jinghui Liu, Linqian Gong, Yuyan Zhu, Jianing Sun
2024 Misc conf
Rephrasing Electronic Health Records for Pretraining Clinical Language Models.
ALTA
Jinghui Liu, Anthony N. Nguyen
2024 J jnl
Rephrasing Electronic Health Records for Pretraining Clinical Language Models.
CoRR
Jinghui Liu, Anthony N. Nguyen
2024 — conf
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
BioNLP@ACL
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024 J jnl
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
CoRR
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024 — conf
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
BioNLP@ACL
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2024 J jnl
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
CoRR
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2023 J jnl
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities.
J. Biomed. Informatics
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023 Misc conf
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning.
ALTA
Filip Rusak, Bevan Koopman, Nathan J. Brown, Kevin Chu, Jinghui Liu, Anthony N. Nguyen
2023 Misc conf
Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical Text.
ALTA
Jinghui Liu, Anthony N. Nguyen
2023 J jnl
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text.
CoRR
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2023 Misc conf
Natural Language Processing for Clinical Text.
ALTA
Vlada Rozova, Jinghui Liu, Mike Conway
2023 — conf
Uncovering Variations in Clinical Notes for NLP Modeling.
MedInfo
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2022 J jnl
"Note Bloat" impacts deep learning-based NLP models for clinical prediction tasks.
J. Biomed. Informatics
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2022 Misc conf
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text.
ALTA
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2021 J jnl
Early prediction of diagnostic-related groups and estimation of hospital cost by processing clinical notes.
npj Digit. Medicine
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
2021 — conf
Multi-view Discriminative Feature Selection.
AIPR
Xiaobin Zhi, Jinghui Liu, Shaoru Wu
2020 J jnl
Low-Rank Regularized Multimodal Representation for Micro-Video Event Detection.
IEEE Access
Jing Zhang, Yuting Wu, Jinghui Liu, Peiguang Jing, Yuting Su
2019 J jnl
GNSS RTK Positioning Augmented with Large LEO Constellation.
Remote. Sens.
Xingxing Li, Hongbo Lv, Fujian Ma, Xin Li, Jinghui Liu, Zihao Jiang
2019 J jnl
Hybrid bag of approaches to characterize selection criteria for cohort identification.
J. Am. Medical Informatics Assoc.
V. G. Vinod Vydiswaran, Asher Strayhorn, Xinyan Zhao, Phil Robinson, Mahesh Agarwal, Erin Bagazinski, Madia Essiet, Bradley E. Iott, Hyeon Joo, PingJui Ko, Dahee Lee, Jin Xiu Lu, Jinghui Liu, Adharsh Murali, Koki Sasagawa, Tianshi Wang, Nalingna Yuan
2018 — conf
Retrieving scientific abstracts iteratively: MedIER at TREC 2018 Precision Medicine Track.
TREC
Jinghui Liu, Clair A. Kronk, Wu-Chen Su, Danny T. Y. Wu, V. G. Vinod Vydiswaran
2018 — conf
Spectrum Allocation and Aggregation in Cognitive Radio Satellite Communications.
CSPS (1)
Rong Fu, Yuhong Xue, Meng Song, Shi He, Zhen Yang, Jinghui Liu, Suna Yan, Xin Liu
2015 — conf
A Vision Location System Design of Glue Dispensing Robot.
ICIRA (3)
Nianfeng F. Wang, Jinghui Liu, Shuai Wei, Xianmin Zhang
2015 C conf
A high-voltage, energy-efficient, 4-electrode output stage for implantable neural stimulator.
ISCAS
Jinghui Liu, Songping Mai, Chun Zhang, Zhihua Wang
2014 Misc conf
Reliable packet type estimation via joint protocol-channel decoding.
ICASSP
Kai Wan, Jinghui Liu, Michel Kieffer, Pierre Duhamel
2014 — conf
The Control System Design of A SCARA Robot.
ICIRA (2)
Nianfeng F. Wang, Jinghui Liu, Shuai Wei, Zhijie Xu, Xianmin Zhang
2013 J jnl
A nonmonotone trust region method with new inexact line search for unconstrained optimization.
Numer. Algorithms
Jinghui Liu, Changfeng Ma
2012 J jnl
A Gated FM-UWB System With Data-Driven Front-End Power Control.
IEEE Trans. Circuits Syst. I Regul. Pap.
Bo Zhou, Jian Qiao, Rui He, Jinghui Liu, Wei Zhang, Hang Lv, Woogeun Rhee, Yongming Li, Zhihua Wang
2011 — conf
Research on the Improvements on Atallah's Algorithm: A New Improved Algorithm on Atallah.
CMC
Shan Liu, Lijun Cao, Maohua Liu, Jinghui Liu
2008 — conf
Temporal Analysis of Land Surface Temperature in Beijing Utilizing Remote Sensing Imagery.
IGARSS (3)
Chudong Huang, Yun Shao, Jing Li, Jinsong Chen, Jinghui Liu
2007 C conf
A strategy for analyzing urban forest using Landsat ETM+ imagery.
IGARSS
Chudong Huang, Yun Shao, Jinsong Chen, Jinghui Liu, Jieqiong Chen, Jing Li
2006 C conf
Retrieval and Correlation Analysis of Urban Land Surface Temperature and Vegetation Fraction Using ASTER Data.
IGARSS
Jinghui Liu, Yang Song, Xiangtao Fan, Chudong Huang, Yun Shao
2005 C conf
Monitoring and analysis of changes of wetlands and tidal flat environment in the Yangtze River estuary.
IGARSS
Jinghui Liu, Kun Yang, Xiangtao Fan, Yun Shao, Yang Song
2005 C conf
Ocean wave spectrum from sar image using 2D-ARMA model.
IGARSS
Qing Dong, Huadong Guo, Zhen Li, Jinghui Liu