Chien-Liang Liu

74 papers A* 3A 2B 1C 4Misc 2Journal 50Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
USE: Uncertainty Structure Estimation for Robust Semi-Supervised Learning.
CoRR
Tsao-Lun Chen, Chien-Liang Liu, Tzu-Ming Harry Hsu, Tai-Hsien Wu, Chi-Cheng Fu, Han-Yi E. Chou, Shun-Feng Su
2025 J jnl
Anomaly detection and segmentation in industrial images using multi-scale reverse distillation.
Appl. Soft Comput.
Chien-Liang Liu, Chia-Chen Chung
2025 J jnl
ECG-STAR: Spatio-temporal attention residual networks for multi-label ECG abnormality classification.
Inf. Sci.
Chien-Liang Liu, Bin Xiao, Cheng-Feng Tsai
2025 J jnl
Harnessing heterogeneous graph neural networks for Dynamic Job-Shop Scheduling Problem solutions.
Comput. Ind. Eng.
Chien-Liang Liu, Po-Hao Weng, Chun-Jan Tseng
2025 J jnl
Multimodal fusion of spatial-temporal and frequency representations for enhanced ECG classification.
Inf. Fusion
Chien-Liang Liu, Bin Xiao, Chiu-Hsun Hsieh
2025 J jnl
Predicting NSAID-associated cardiac mortality: A deep learning approach to 12-lead ECG analysis.
Biomed. Signal Process. Control.
Chien-Liang Liu, Huan-Ci Su, Chih-Min Liu, I-Chien Wu, Pei-Fen Chen, Wan-Ting Hsu, Li-Lien Liao, Yu-Feng Hu
2025 J jnl
Self-supervised learning for remaining useful life prediction using simple triplet networks.
Adv. Eng. Informatics
Chien-Liang Liu, Bin Xiao, Shih-Sheng Hsu
2024 J jnl
A bagging approach for improved predictive accuracy of intradialytic hypotension during hemodialysis treatment.
Comput. Biol. Medicine
Chien-Liang Liu, Min-Hsuan Lee, Shan-Ni Hsueh, Chia-Chen Chung, Chun-Ju Lin, Po-Han Chang, An-Chun Luo, Hsuan-Chi Weng, Yu-Hsien Lee, Ming-Ji Dai, Min-Juei Tsai
2024 J jnl
DualDomain-AttenNet: Synergizing time-frequency analysis and attention mechanisms for Motor Imagery BCI enhancement.
Adv. Eng. Informatics
Chien-Liang Liu, Po-Tsung Huang
2024 J jnl
Dynamic Job-Shop Scheduling via Graph Attention Networks and Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics
Chien-Liang Liu, Chun-Jan Tseng, Po-Hao Weng
2024 J jnl
Temporal learning in predictive health management using channel-spatial attention-based deep neural networks.
Adv. Eng. Informatics
Chien-Liang Liu, Huan-Ci Su
2024 J jnl
The influence of the Pringle maneuver in laparoscopic hepatectomy: continuous monitor of hemodynamic change can predict the perioperatively physiological reservation.
Frontiers Big Data
Yi-Chan Chen, Min-Hsuan Lee, Shan-Ni Hsueh, Chien-Liang Liu, Chung-Kun Hui, Ruey-Shyang Soong
2023 — conf
CopyCAT: Masking Strategy Conscious Augmented Text for Machine Generated Text Detection.
PAKDD (1)
Chien-Liang Liu, Hung-Yu Kao
2023 J jnl
Dynamic Job-Shop Scheduling Problems Using Graph Neural Network and Deep Reinforcement Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Chien-Liang Liu, Tzu-Hsuan Huang
2023 J jnl
Dynamic Parallel Machine Scheduling With Deep Q-Network.
IEEE Trans. Syst. Man Cybern. Syst.
Chien-Liang Liu, Chun-Jan Tseng, Tzu-Hsuan Huang, Jhih-Wun Wang
2023 J jnl
Prediction of Blood Glucose Concentration Based on OptiScanner and XGBoost in ICU.
IEEE Access
Chun-Han Lin, Chien-Liang Liu
2022 Misc conf
Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping.
ICASSP
Crystal T. Wei, Ming-En Hsieh, Chien-Liang Liu, Vincent S. Tseng
2022 J jnl
Design and management of digital transformations for value creation.
Adv. Eng. Informatics
Ching-Hung Lee, Amy J. C. Trappey, Chien-Liang Liu, John P. T. Mo, Kevin C. Desouza
2022 J jnl
Learning From Imbalanced Data With Deep Density Hybrid Sampling.
IEEE Trans. Syst. Man Cybern. Syst.
Chien-Liang Liu, Yu-Hua Chang
2022 C conf
Semantic Cross Attention for Few-shot Learning.
ACML
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
2022 J jnl
Semantic Cross Attention for Few-shot Learning.
CoRR
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
2021 J jnl
Understanding digital transformation in advanced manufacturing and engineering: A bibliometric analysis, topic modeling and research trend discovery.
Adv. Eng. Informatics
Ching-Hung Lee, Chien-Liang Liu, Amy J. C. Trappey, John P. T. Mo, Kevin C. Desouza
2020 J jnl
Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems.
IEEE Access
Chien-Liang Liu, Chuan-Chin Chang, Chun-Jan Tseng
2020 J jnl
Metric-Based Semi-Supervised Regression.
IEEE Access
Chien-Liang Liu, Qing-Hong Chen
2020 J jnl
Model-Based Synthetic Sampling for Imbalanced Data.
IEEE Trans. Knowl. Data Eng.
Chien-Liang Liu, Po-Yen Hsieh
2020 C conf
Proxy Network for Few Shot Learning.
ACML
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
2020 J jnl
Proxy Network for Few Shot Learning.
CoRR
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
2019 J jnl
Clustering data with partial background information.
Int. J. Mach. Learn. Cybern.
Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Hsuan-Hsun Li
2019 J jnl
Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks.
IEEE Access
Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng
2019 — conf
Large-scale Classification of 12-lead ECG with Deep Learning.
BHI
Yu-Jhen Chen, Chien-Liang Liu, Vincent S. Tseng, Yu-Feng Hu, Shih-Ann Chen
2019 — conf
Multivariate Time Series Early Classification with Interpretability Using Deep Learning and Attention Mechanism.
PAKDD (3)
En-Yu Hsu, Chien-Liang Liu, Vincent S. Tseng
2019 J jnl
Time Series Classification With Multivariate Convolutional Neural Network.
IEEE Trans. Ind. Electron.
Chien-Liang Liu, Wen-Hoar Hsaio, Yao-Chung Tu
2018 J jnl
A predictive model for acute allograft rejection of liver transplantation.
Expert Syst. Appl.
Chien-Liang Liu, Ruey-Shyang Soong, Wei-Chen Lee, De-Hsuan Chen, Shang Hwa Hsu
2018 J jnl
Background music recommendation based on latent factors and moods.
Knowl. Based Syst.
Chien-Liang Liu, Ying-Chuan Chen
2018 J jnl
Bayesian exploratory clustering with entropy Chinese restaurant process.
Intell. Data Anal.
Chien-Liang Liu, Wen-Hoar Hsaio, Che-Yuan Lin
2018 — conf
Deep 3D Convolutional Neural Network Architectures for Alzheimer's Disease Diagnosis.
ACIIDS (1)
Hiroki Karasawa, Chien-Liang Liu, Hayato Ohwada
2018 A* conf
Deep Discriminative Features Learning and Sampling for Imbalanced Data Problem.
ICDM
Yi-Hsun Liu, Chien-Liang Liu, Shin-Mu Tseng
2018 J jnl
Locality Sensitive K-means Clustering.
J. Inf. Sci. Eng.
Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang
2018 B conf
Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network.
DSAA
Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng
2017 — conf
Hierarchical hypothesis structure for ensemble learning.
ICNC-FSKD
Chu-En Yu, Chien-Liang Liu, Hsin-Lung Hsieh
2017 J jnl
Locality-constrained max-margin sparse coding.
Pattern Recognit.
Wen-Hoar Hsaio, Chien-Liang Liu, Wei-Liang Wu
2017 J jnl
Maximum-margin sparse coding.
Neurocomputing
Chien-Liang Liu, Wen-Hoar Hsaio, Bin Xiao, Chun-Yu Chen, Wei-Liang Wu
2017 J jnl
Nonparametric multi-assignment clustering.
Intell. Data Anal.
Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Tzai-Min Jou
2016 — conf
Enhancing text classification with the Universum.
ICNC-FSKD
Chien-Liang Liu, Ching-Hsien Lee
2016 J jnl
Fast recommendation on latent collaborative relations.
Knowl. Based Syst.
Chien-Liang Liu, Xuan-Wei Wu
2016 J jnl
Large-scale recommender system with compact latent factor model.
Expert Syst. Appl.
Chien-Liang Liu, Xuan-Wei Wu
2016 J jnl
Semi-Supervised Text Classification With Universum Learning.
IEEE Trans. Cybern.
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Tao-Hsing Chang, Tsung-Hsun Kuo
2014 A* conf
Online chinese restaurant process.
KDD
Chien-Liang Liu, Tsung-Hsun Tsai, Chia-Hoang Lee
2014 J jnl
Semi-Supervised Linear Discriminant Clustering.
IEEE Trans. Cybern.
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Fu-Sheng Gou
2013 J jnl
An HMM-Based Algorithm for Content Ranking and Coherence-Feature Extraction.
IEEE Trans. Syst. Man Cybern. Syst.
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Hsiao-Cheng Chi
2013 J jnl
Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans.
Fuzzy Sets Syst.
Chien-Liang Liu, Tao-Hsing Chang, Hsuan-Hsun Li
2013 J jnl
Clustering tagged documents with labeled and unlabeled documents.
Inf. Process. Manag.
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Chun-Hsien Chen
2012 J jnl
Intelligent computer assisted blog writing system.
Expert Syst. Appl.
Chien-Liang Liu, Chia-Hoang Lee, Bo-Yuan Ding
2012 J jnl
Movie Rating and Review Summarization in Mobile Environment.
IEEE Trans. Syst. Man Cybern. Part C
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Gen-Chi Lu, Emery Jou
2011 J jnl
Computer assisted writing system.
Expert Syst. Appl.
Chien-Liang Liu, Chia-Hoang Lee, Ssu-Han Yu, Chih-Wei Chen
2011 J jnl
Painting in the air with Wii Remote.
Expert Syst. Appl.
Chia-Hoang Lee, Chien-Liang Liu, Yi-An Chen, Ying-Sheng Chen
2011 — conf
應用詞彙、語法與語料規則於中文手寫句辨識之校正模組 (Revision for Recognizing Chinese Handwritten Sentences Based on Lexical, Syntactical and Corpus Rules) [In Chinese].
ROCLING (Posters)
Tao-Hsing Chang, Chia-Bin Chou, Shou-Yen Su, Chien-Liang Liu
2010 J jnl
A fall detection system using k-nearest neighbor classifier.
Expert Syst. Appl.
Chien-Liang Liu, Chia-Hoang Lee, Ping-Min Lin
2010 J jnl
An Unsupervised Automated Essay Scoring System.
IEEE Intell. Syst.
Yen-Yu Chen, Chien-Liang Liu, Chia-Hoang Lee, Tao-Hsing Chang
2010 Misc conf
Analysis and prediction of trajectories using Bayesian network.
ICNC
Chien-Liang Liu, Emery Jou, Chia-Hoang Lee
2010 — conf
Community-Based Social Network Service for Travel Blog Sharing.
ITNG
Wei-Feng Tung, Chien-Liang Liu
2010 J jnl
DEM-Aided Block Adjustment for Satellite Images With Weak Convergence Geometry.
IEEE Trans. Geosci. Remote. Sens.
Tee-Ann Teo, Liang-Chien Chen, Chien-Liang Liu, Yi-Chung Tung, Wan-Yu Wu
2008 — conf
Simplify Multi-valued Decision Trees.
ISICA
Chien-Liang Liu, Chia-Hoang Lee
2006 — conf
Design of a Joint Defense System for Mobile Ad Hoc Networks.
VTC Spring
Huei-Wen Ferng, Chien-Liang Liu
2005 C conf
Learning Sequences Construction Using Ontology and Rules.
ICCE
Ruei-Yan Chen, Shian-Shyong Tseng, Chien-Liang Liu, Chun-Yen Chang, Chang-Sheng Chen
2005 C conf
Rigorous georeferencing for Formosat-2 satellite images by least squares collocation.
IGARSS
Liang-Chien Chen, Tee-Ann Teo, Chien-Liang Liu
2004 J jnl
Design and implementation of an intelligent DNS management system.
Expert Syst. Appl.
Chien-Liang Liu, Shian-Shyong Tseng, Chang-Sheng Chen
2003 J jnl
A unifying framework for intelligent DNS management.
Int. J. Hum. Comput. Stud.
Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu
2002 J jnl
A Distributed Intrusion Detection Model for the Domain Name System.
J. Inf. Sci. Eng.
Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu
2001 A* conf
A Static Estimation Technique of Power Sensitivity in Logic Circuits.
DAC
Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu
2001 A conf
An Integrated Data Path Optimization for Low Power Based on Network Flow Method.
ICCAD
Chun-Gi Lyuh, Taewhan Kim, Chien-Liang Liu
2000 — conf
Behavioral-level partitioning for low power design in control-dominated application.
ACM Great Lakes Symposium on VLSI
Ki-Seok Chung, Taewhan Kim, Chien-Liang Liu
1997 A conf
Low power multiplexer decomposition.
ISLPED
Unni Narayanan, Hon Wai Leong, Ki-Seok Chung, Chien-Liang Liu
1994 — conf
A Stepwise Refinement Data Path Synthesis Procedure for Easy Testability.
EDAC-ETC-EUROASIC
Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu