Error Estimation and Error Bounds for Neural Network. - Hualou Liang; Guiliang Dai (ANNES, 1995)

Blind Signal Separation with a Flexible Non-Linearity. - Hualou Liang; Nikos K. Logothetis (ICONIP, 1998)

Improvement of Cascade Correlation Learning Algorithm with an Evolutionary Initialization. - Hualou Liang; Guiliang Dai (Inf. Sci., 1998)

Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. - Mingzhou Ding; Steven L. Bressler; Weiming Yang; Hualou Liang (Biol. Cybern., 2000)

On the tracking of dynamic functional relations in monkey cerebral cortex. - Hualou Liang; Mingzhou Ding; Steven L. Bressler (Neurocomputing, 2000)

The detection of cognitive state transitions by stability changes in event-related cortical field potentials. - Hualou Liang; Mingzhou Ding; Steven L. Bressler (Neurocomputing, 2001)

Temporal dynamics of information flow in the cerebral cortex. - Hualou Liang; Mingzhou Ding; Steven L. Bressler (Neurocomputing, 2001)

Detection of delayed gastric emptying from electrogastrograms with support vector machine. - Hualou Liang; Zhiyue Lin (IEEE Trans. Biomed. Eng., 2001)

Erratum to "Temporal dynamics of information flow in the cerebral cortex" [Neurocomputing 38-40 (2001) 1429-1435]. - Hualou Liang; Mingzhou Ding; Steven L. Bressler (Neurocomputing, 2002)

Stimulus artifact cancellation in the serosal recordings of gastric myoelectric activity using wavelet transform. - Hualou Liang; Zhiyue Lin (IEEE Trans. Biomed. Eng., 2002)

Temporal dynamics of attention-modulated neuronal synchronization in macaque V4. - Hualou Liang; Steven L. Bressler; Mingzhou Ding; Robert Desimone; Pascal Fries (Neurocomputing, 2003)

Top-down anticipatory control in prefrontal cortex. - Hualou Liang; Hongbin Wang (Theory Biosci., 2003)

Speech Segregation Using Constrained ICA. - Qiu-Hua Lin; Yong-Rui Zheng; Fuliang Yin; Hualou Liang (ISNN (1), 2004)

Blind Source Separation-Based Encryption of Images and Speeches. - Qiu-Hua Lin; Fuliang Yin; Hualou Liang (ISNN (2), 2005)

Empirical mode decomposition of field potentials from macaque V4 in visual spatial attention. - Hualou Liang; Steven L. Bressler; Elizabeth A. Buffalo; Robert Desimone; Pascal Fries (Biol. Cybern., 2005)

Analysis of phase shifts in clinical EEG evoked by ECT. - Yuqiao Gu; Björn Wahlund; Hans Liljenström; Dietrich von Rosen; Hualou Liang (Neurocomputing, 2005)

Empirical mode decomposition: a method for analyzing neural data. - Hualou Liang; Steven L. Bressler; Robert Desimone; Pascal Fries (Neurocomputing, 2005)

Application of the empirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux disease. - Hualou Liang; Qiu-Hua Lin; Jian De Z. Chen (IEEE Trans. Biomed. Eng., 2005)

Speech Enhancement Using ICA with EMD-Based Reference. - Yong-Rui Zheng; Qiu-Hua Lin; Fuliang Yin; Hualou Liang (ICA, 2006)

A Fast Decryption Algorithm for BSS-Based Image Encryption. - Qiu-Hua Lin; Fuliang Yin; Hualou Liang (ISNN (2), 2006)

Modelling ECT effects by connectivity changes in cortical neural networks. - Yuqiao Gu; Geir Halnes; Hans Liljenström; Dietrich von Rosen; Björn Wahlund; Hualou Liang (Neurocomputing, 2006)

Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity. - Zhisong Wang; Alexander Maier; David A. Leopold; Hualou Liang (IEEE Trans. Biomed. Eng., 2006)

A blind source separation based method for speech encryption. - Qiu-Hua Lin; Fuliang Yin; Tiemin Mei; Hualou Liang (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception. - Zhisong Wang; Alexander Maier; David A. Leopold; Hualou Liang (IJCNN, 2007)

Single-trial evoked potential estimation using wavelets. - Zhisong Wang; Alexander Maier; David A. Leopold; Nikos K. Logothetis; Hualou Liang (Comput. Biol. Medicine, 2007)

A fast algorithm for one-unit ICA-R. - Qiu-Hua Lin; Yong-Rui Zheng; Fuliang Yin; Hualou Liang; Vince D. Calhoun (Inf. Sci., 2007)

Single-trial bistable perception classification based on sparse nonnegative tensor decomposition. - Zhisong Wang; Alexander Maier; Nikos K. Logothetis; Hualou Liang (IJCNN, 2008)

Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition. - Zhisong Wang; Alexander Maier; Nikos K. Logothetis; Hualou Liang (Comput. Intell. Neurosci., 2008)

Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine. - Zhisong Wang; Alexander Maier; Nikos K. Logothetis; Hualou Liang (EURASIP J. Adv. Signal Process., 2008)

A blind source separation-based method for multiple images encryption. - Qiu-Hua Lin; Fuliang Yin; Tiemin Mei; Hualou Liang (Image Vis. Comput., 2008)

BSMART: A Matlab/C. - Jie Cui; Lei Xu; Steven L. Bressler; Mingzhou Ding; Hualou Liang (Neural Networks, 2008)

A semi-blind EM algorithm for overcomplete ICA. - Qiu-Hua Lin; Ning Xu; Hualou Liang (ICASSP, 2009)

A novel audio color watermarking scheme based on self-organizing map. - Xiaohong Ma; Yan Qin; Hualou Liang (IJCNN, 2009)

Percept-related cortical induced activity during bistable perception. - Zhisong Wang; Nikos K. Logothetis; Hualou Liang (IJCNN, 2009)

Reference Signal Impact on EEG Energy. - Sanqing Hu; Matt Stead; Hualou Liang; Gregory A. Worrell (ISNN (3), 2009)

Watermark Image Restoration Method Based on Block Hopfield Network. - Xiaohong Ma; Xin Li; Hualou Liang (ISNN (3), 2009)

A Novel Moving Object Tracking Method Using ICA-R. - Xiaohong Ma; Lixin Wang; Yi Feng; Hualou Liang (ISNN (2), 2009)

Extraction of percept-related induced local field potential during spontaneously reversing perception. - Zhisong Wang; Nikos K. Logothetis; Hualou Liang (Neural Networks, 2009)

Spatiotemporal Neural Integration for Bistable Perception in a Response-Time Structure-From-Motion Task. - Zhisong Wang; Nikos K. Logothetis; Hualou Liang (IEEE Trans. Biomed. Eng., 2009)

Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable Perception. - Zhisong Wang; Alexander Maier; Nikos K. Logothetis; Hualou Liang (IEEE Trans. Biomed. Eng., 2009)

Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial Patterns. - Zhisong Wang; Alexander Maier; Nikos K. Logothetis; Hualou Liang (IEEE Trans. Biomed. Eng., 2009)

Uncovering perceptual awareness of visual stimulus with adaptive multiscale entropy. - Meng Hu; Hualou Liang (iCAST, 2011)

Extraction of microsaccade-related signal from single-trial local field potential by ICA with reference. - Meng Hu; Hongmiao Zhang; Hualou Liang (Neural Comput. Appl., 2011)

Causality Analysis of Neural Connectivity: Critical Examination of Existing Methods and Advances of New Methods. - Sanqing Hu; Guojun Dai; Gregory A. Worrell; Qionghai Dai; Hualou Liang (IEEE Trans. Neural Networks, 2011)

Variance Entropy: A Method for Characterizing Perceptual Awareness of Visual Stimulus. - Meng Hu; Hualou Liang (Appl. Comput. Intell. Soft Comput., 2012)

Noise-Assisted Instantaneous Coherence Analysis of Brain Connectivity. - Meng Hu; Hualou Liang (Comput. Intell. Neurosci., 2012)

Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality. - Sanqing Hu; Hualou Liang (Neurocomputing, 2012)

Adaptive Multiscale Entropy Analysis of Multivariate Neural Data. - Meng Hu; Hualou Liang (IEEE Trans. Biomed. Eng., 2012)

Perceptual suppression revealed by Adaptive Multi-Scale Entropy Analysis of Local Field potential in monkey Visual cortex. - Meng Hu; Hualou Liang (Int. J. Neural Syst., 2013)

A copula approach to assessing Granger causality. - Meng Hu; Hualou Liang (NeuroImage, 2014)

Wavelet Analysis. - Hualou Liang (Encyclopedia of Computational Neuroscience, 2014)

Joint analysis of spikes and local field potentials using copula. - Meng Hu; Mingyao Li; Wu Li; Hualou Liang (NeuroImage, 2016)

Structure-Function Network Mapping and Its Assessment via Persistent Homology. - Hualou Liang; Hongbin Wang (PLoS Comput. Biol., 2017)

Granger-Geweke causality: Estimation and interpretation. - Mukesh Dhamala; Hualou Liang; Steven L. Bressler; Mingzhou Ding (NeuroImage, 2018)

A Copula-Based Granger Causality Measure for the Analysis of Neural Spike Train Data. - Meng Hu; Wu Li; Hualou Liang (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. - Kaustubh D. Dhole; Varun Gangal; Sebastian Gehrmann; Aadesh Gupta; Zhenhao Li; Saad Mahamood; Abinaya Mahendiran; Simon Mille; Ashish Srivastava; Samson Tan; Tongshuang Wu; Jascha Sohl-Dickstein; et al. (CoRR, 2021)

Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing. - Yiwen Shi; Ping Ren; Yi Zhang; Xiajing Gong; Meng Hu; Hualou Liang (Frontiers Res. Metrics Anal., 2021)

Improving Imbalanced Learning by Pre-finetuning with Data Augmentation. - Yiwen Shi; Taha ValizadehAslani; Jing Wang; Ping Ren; Yi Zhang; Meng Hu; Liang Zhao; Hualou Liang (LIDTA, 2022)

Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data. - Taha ValizadehAslani; Yiwen Shi; Jing Wang; Ping Ren; Yi Zhang; Meng Hu; Liang Zhao; Hualou Liang (CoRR, 2022)

Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment. - Yiwen Shi; Jing Wang; Ping Ren; Taha ValizadehAslani; Yi Zhang; Meng Hu; Hualou Liang (J. Biomed. Informatics, 2023)

PharmBERT: a domain-specific BERT model for drug labels. - Taha ValizadehAslani; Yiwen Shi; Ping Ren; Jing Wang; Yi Zhang; Meng Hu; Liang Zhao; Hualou Liang (Briefings Bioinform., 2023)

Leveraging GPT-4 for food effect summarization to enhance product-specific guidance development via iterative prompting. - Yiwen Shi; Ping Ren; Jing Wang; Biao Han; Taha ValizadehAslani; Felix Agbavor; Yi Zhang; Meng Hu; Liang Zhao; Hualou Liang (J. Biomed. Informatics, 2023)

LayerNorm: A key component in parameter-efficient fine-tuning. - Taha ValizadehAslani; Hualou Liang (CoRR, 2024)

Two-stage fine-tuning with ChatGPT data augmentation for learning class-imbalanced data. - Taha ValizadehAslani; Yiwen Shi; Jing Wang; Ping Ren; Yi Zhang; Meng Hu; Liang Zhao; Hualou Liang (Neurocomputing, 2024)