Hualou Liang

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 14

Top Topics

Natural Language

Persistent Homology

Top Venues

J. Biomed. Informatics

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Taha ValizadehAslani, Hualou Liang
LayerNorm: A key component in parameter-efficient fine-tuning. CoRR (2024)
Taha ValizadehAslani, Yiwen Shi, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
Two-stage fine-tuning with ChatGPT data augmentation for learning class-imbalanced data. Neurocomputing 592 (2024)
Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang
Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment. J. Biomed. Informatics 138 (2023)
Yiwen Shi, Ping Ren, Jing Wang, Biao Han, Taha ValizadehAslani, Felix Agbavor, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting. CoRR (2023)
Taha ValizadehAslani, Yiwen Shi, Ping Ren, Jing Wang, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
PharmBERT: a domain-specific BERT model for drug labels. Briefings Bioinform. 24 (4) (2023)
Yiwen Shi, Ping Ren, Jing Wang, Biao Han, Taha ValizadehAslani, Felix Agbavor, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
Leveraging GPT-4 for food effect summarization to enhance product-specific guidance development via iterative prompting. J. Biomed. Informatics 148 (2023)
Yiwen Shi, Taha ValizadehAslani, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
Improving Imbalanced Learning by Pre-finetuning with Data Augmentation. LIDTA (2022)
Taha ValizadehAslani, Yiwen Shi, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data. CoRR (2022)
Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang
Fine-Tuning BERT for Automatic ADME Semantic Labeling in FDA Drug Labeling to Enhance Product-Specific Guidance Assessment. CoRR (2022)
Yiwen Shi, Ping Ren, Yi Zhang, Xiajing Gong, Meng Hu, Hualou Liang
Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing. Frontiers Res. Metrics Anal. 6 (2021)
Meng Hu, Wu Li, Hualou Liang
A Copula-Based Granger Causality Measure for the Analysis of Neural Spike Train Data. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (2) (2018)
Mukesh Dhamala, Hualou Liang, Steven L. Bressler, Mingzhou Ding
Granger-Geweke causality: Estimation and interpretation. NeuroImage 175 (2018)
Hualou Liang, Hongbin Wang
Structure-Function Network Mapping and Its Assessment via Persistent Homology. PLoS Comput. Biol. 13 (1) (2017)
Meng Hu, Mingyao Li, Wu Li, Hualou Liang
Joint analysis of spikes and local field potentials using copula. NeuroImage 133 (2016)
Meng Hu, Hualou Liang
A copula approach to assessing Granger causality. NeuroImage 100 (2014)
Meng Hu, Hualou Liang
Perceptual suppression revealed by Adaptive Multi-Scale Entropy Analysis of Local Field potential in monkey Visual cortex. Int. J. Neural Syst. 23 (2) (2013)
Meng Hu, Hualou Liang
Noise-Assisted Instantaneous Coherence Analysis of Brain Connectivity. Comput. Intell. Neurosci. 2012 (2012)
Sanqing Hu, Hualou Liang
Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality. Neurocomputing 76 (1) (2012)
Meng Hu, Hualou Liang
Adaptive Multiscale Entropy Analysis of Multivariate Neural Data. IEEE Trans. Biomed. Eng. 59 (1) (2012)
Meng Hu, Hualou Liang
Variance Entropy: A Method for Characterizing Perceptual Awareness of Visual Stimulus. Appl. Comput. Intell. Soft Comput. 2012 (2012)
Sanqing Hu, Guojun Dai, Gregory A. Worrell, Qionghai Dai, Hualou Liang
Causality Analysis of Neural Connectivity: Critical Examination of Existing Methods and Advances of New Methods. IEEE Trans. Neural Networks 22 (6) (2011)
Meng Hu, Hualou Liang
Uncovering perceptual awareness of visual stimulus with adaptive multiscale entropy. iCAST (2011)
Meng Hu, Hongmiao Zhang, Hualou Liang
Extraction of microsaccade-related signal from single-trial local field potential by ICA with reference. Neural Comput. Appl. 20 (8) (2011)
Zhisong Wang, Nikos K. Logothetis, Hualou Liang
Percept-related cortical induced activity during bistable perception. IJCNN (2009)
Xiaohong Ma, Xin Li, Hualou Liang
Watermark Image Restoration Method Based on Block Hopfield Network. ISNN (3) (2009)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial Patterns. IEEE Trans. Biomed. Eng. 56 (8) (2009)
Sanqing Hu, Matt Stead, Hualou Liang, Gregory A. Worrell
Reference Signal Impact on EEG Energy. ISNN (3) (2009)
Xiaohong Ma, Lixin Wang, Yi Feng, Hualou Liang
A Novel Moving Object Tracking Method Using ICA-R. ISNN (2) (2009)
Xiaohong Ma, Yan Qin, Hualou Liang
A novel audio color watermarking scheme based on self-organizing map. IJCNN (2009)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable Perception. IEEE Trans. Biomed. Eng. 56 (1) (2009)
Zhisong Wang, Nikos K. Logothetis, Hualou Liang
Extraction of percept-related induced local field potential during spontaneously reversing perception. Neural Networks 22 (5-6) (2009)
Qiu-Hua Lin, Ning Xu, Hualou Liang
A semi-blind EM algorithm for overcomplete ICA. ICASSP (2009)
Zhisong Wang, Nikos K. Logothetis, Hualou Liang
Spatiotemporal Neural Integration for Bistable Perception in a Response-Time Structure-From-Motion Task. IEEE Trans. Biomed. Eng. 56 (12) (2009)
Jie Cui, Lei Xu, Steven L. Bressler, Mingzhou Ding, Hualou Liang
BSMART: A Matlab/C. Neural Networks 21 (8) (2008)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine. EURASIP J. Adv. Signal Process. 2008 (2008)
Qiu-Hua Lin, Fuliang Yin, Tiemin Mei, Hualou Liang
A blind source separation-based method for multiple images encryption. Image Vis. Comput. 26 (6) (2008)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition. Comput. Intell. Neurosci. 2008 (2008)
Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
Single-trial bistable perception classification based on sparse nonnegative tensor decomposition. IJCNN (2008)
Zhisong Wang, Alexander Maier, David A. Leopold, Hualou Liang
Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception. IJCNN (2007)
Zhisong Wang, Alexander Maier, David A. Leopold, Nikos K. Logothetis, Hualou Liang
Single-trial evoked potential estimation using wavelets. Comput. Biol. Medicine 37 (4) (2007)
Qiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang, Vince D. Calhoun
A fast algorithm for one-unit ICA-R. Inf. Sci. 177 (5) (2007)
Qiu-Hua Lin, Fuliang Yin, Tiemin Mei, Hualou Liang
A blind source separation based method for speech encryption. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2006)
Qiu-Hua Lin, Fuliang Yin, Hualou Liang
A Fast Decryption Algorithm for BSS-Based Image Encryption. ISNN (2) (2006)
Zhisong Wang, Alexander Maier, David A. Leopold, Hualou Liang
Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity. IEEE Trans. Biomed. Eng. 53 (12) (2006)
Yong-Rui Zheng, Qiu-Hua Lin, Fuliang Yin, Hualou Liang
Speech Enhancement Using ICA with EMD-Based Reference. ICA (2006)
Yuqiao Gu, Geir Halnes, Hans Liljenström, Dietrich von Rosen, Björn Wahlund, Hualou Liang
Modelling ECT effects by connectivity changes in cortical neural networks. Neurocomputing 69 (10-12) (2006)
Yuqiao Gu, Björn Wahlund, Hans Liljenström, Dietrich von Rosen, Hualou Liang
Analysis of phase shifts in clinical EEG evoked by ECT. Neurocomputing (2005)
Qiu-Hua Lin, Fuliang Yin, Hualou Liang
Blind Source Separation-Based Encryption of Images and Speeches. ISNN (2) (2005)
Hualou Liang, Steven L. Bressler, Robert Desimone, Pascal Fries
Empirical mode decomposition: a method for analyzing neural data. Neurocomputing (2005)
Hualou Liang, Qiu-Hua Lin, Jian De Z. Chen
Application of the empirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux disease. IEEE Trans. Biomed. Eng. 52 (10) (2005)
Hualou Liang, Steven L. Bressler, Elizabeth A. Buffalo, Robert Desimone, Pascal Fries
Empirical mode decomposition of field potentials from macaque V4 in visual spatial attention. Biol. Cybern. 92 (6) (2005)
Qiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang
Speech Segregation Using Constrained ICA. ISNN (1) (2004)
Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone, Pascal Fries
Temporal dynamics of attention-modulated neuronal synchronization in macaque V4. Neurocomputing (2003)
Hualou Liang, Hongbin Wang
Top-down anticipatory control in prefrontal cortex. Theory Biosci. 122 (1) (2003)
Hualou Liang, Zhiyue Lin
Stimulus artifact cancellation in the serosal recordings of gastric myoelectric activity using wavelet transform. IEEE Trans. Biomed. Eng. 49 (7) (2002)
Hualou Liang, Mingzhou Ding, Steven L. Bressler
Erratum to "Temporal dynamics of information flow in the cerebral cortex" [Neurocomputing 38-40 (2001) 1429-1435]. Neurocomputing 42 (1-4) (2002)
Hualou Liang, Zhiyue Lin
Detection of delayed gastric emptying from electrogastrograms with support vector machine. IEEE Trans. Biomed. Eng. 48 (5) (2001)
Hualou Liang, Mingzhou Ding, Steven L. Bressler
Temporal dynamics of information flow in the cerebral cortex. Neurocomputing (2001)
Hualou Liang, Mingzhou Ding, Steven L. Bressler
The detection of cognitive state transitions by stability changes in event-related cortical field potentials. Neurocomputing (2001)
Mingzhou Ding, Steven L. Bressler, Weiming Yang, Hualou Liang
Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biol. Cybern. 83 (1) (2000)
Hualou Liang, Mingzhou Ding, Steven L. Bressler
On the tracking of dynamic functional relations in monkey cerebral cortex. Neurocomputing (2000)
Hualou Liang, Guiliang Dai
Improvement of Cascade Correlation Learning Algorithm with an Evolutionary Initialization. Inf. Sci. 112 (1-4) (1998)
Hualou Liang, Nikos K. Logothetis
Blind Signal Separation with a Flexible Non-Linearity. ICONIP (1998)
Hualou Liang, Guiliang Dai
Error Estimation and Error Bounds for Neural Network. ANNES (1995)