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Hualou Liang
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2020 – today
- 2024
- [j44]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: 127801 (2024) - [i5]Taha ValizadehAslani, Hualou Liang:
LayerNorm: A key component in parameter-efficient fine-tuning. CoRR abs/2403.20284 (2024) - 2023
- [j43]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) - [j42]Yiwen Shi
Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment. J. Biomed. Informatics 138: 104285 (2023) - [j41]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: 104533 (2023) - [i4]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 abs/2306.16275 (2023) - 2022
- [c16]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: 68-82 - [i3]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 abs/2207.10858 (2022) - [i2]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 abs/2207.12376 (2022) - 2021
- [j40]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: 670006 (2021) - [i1]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, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR abs/2112.02721 (2021)
2010 – 2019
- 2018
- [j39]Mukesh Dhamala, Hualou Liang, Steven L. Bressler, Mingzhou Ding:
Granger-Geweke causality: Estimation and interpretation. NeuroImage 175: 460-463 (2018) - [j38]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): 562-569 (2018) - 2017
- [j37]Hualou Liang
Structure-Function Network Mapping and Its Assessment via Persistent Homology. PLoS Comput. Biol. 13(1) (2017) - 2016
- [j36]Meng Hu, Mingyao Li, Wu Li, Hualou Liang:
Joint analysis of spikes and local field potentials using copula. NeuroImage 133: 457-467 (2016) - 2014
- [j35]Meng Hu, Hualou Liang:
A copula approach to assessing Granger causality. NeuroImage 100: 125-134 (2014) - [r1]Hualou Liang:
Wavelet Analysis. Encyclopedia of Computational Neuroscience 2014 - 2013
- [j34]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) - 2012
- [j33]Meng Hu, Hualou Liang:
Variance Entropy: A Method for Characterizing Perceptual Awareness of Visual Stimulus. Appl. Comput. Intell. Soft Comput. 2012: 525396:1-525396:6 (2012) - [j32]Meng Hu, Hualou Liang:
Noise-Assisted Instantaneous Coherence Analysis of Brain Connectivity. Comput. Intell. Neurosci. 2012: 275073:1-275073:12 (2012) - [j31]Sanqing Hu, Hualou Liang:
Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality. Neurocomputing 76(1): 44-47 (2012) - [j30]Meng Hu, Hualou Liang:
Adaptive Multiscale Entropy Analysis of Multivariate Neural Data. IEEE Trans. Biomed. Eng. 59(1): 12-15 (2012) - 2011
- [j29]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): 1181-1186 (2011) - [j28]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): 829-844 (2011) - [c15]Meng Hu, Hualou Liang:
Uncovering perceptual awareness of visual stimulus with adaptive multiscale entropy. iCAST 2011: 485-490
2000 – 2009
- 2009
- [j27]Zhisong Wang, Nikos K. Logothetis, Hualou Liang:
Extraction of percept-related induced local field potential during spontaneously reversing perception. Neural Networks 22(5-6): 720-727 (2009) - [j26]Zhisong Wang, Alexander Maier
Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable Perception. IEEE Trans. Biomed. Eng. 56(1): 101-110 (2009) - [j25]Zhisong Wang, Alexander Maier
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): 2095-2103 (2009) - [j24]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): 2937-2948 (2009) - [c14]Qiu-Hua Lin, Ning Xu, Hualou Liang:
A semi-blind EM algorithm for overcomplete ICA. ICASSP 2009: 1733-1736 - [c13]Xiaohong Ma, Yan Qin, Hualou Liang:
A novel audio color watermarking scheme based on self-organizing map. IJCNN 2009: 1945-1952 - [c12]Zhisong Wang, Nikos K. Logothetis, Hualou Liang:
Percept-related cortical induced activity during bistable perception. IJCNN 2009: 3289-3296 - [c11]Xiaohong Ma, Xin Li, Hualou Liang:
Watermark Image Restoration Method Based on Block Hopfield Network. ISNN (3) 2009: 365-370 - [c10]Sanqing Hu, Matt Stead, Hualou Liang, Gregory A. Worrell:
Reference Signal Impact on EEG Energy. ISNN (3) 2009: 605-611 - [c9]Xiaohong Ma, Lixin Wang, Yi Feng, Hualou Liang:
A Novel Moving Object Tracking Method Using ICA-R. ISNN (2) 2009: 859-864 - 2008
- [j23]Zhisong Wang, Alexander Maier
Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition. Comput. Intell. Neurosci. 2008 (2008) - [j22]Zhisong Wang, Alexander Maier
Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine. EURASIP J. Adv. Signal Process. 2008 (2008) - [j21]Qiu-Hua Lin, Fuliang Yin, Tiemin Mei
A blind source separation-based method for multiple images encryption. Image Vis. Comput. 26(6): 788-798 (2008) - [j20]Jie Cui, Lei Xu, Steven L. Bressler, Mingzhou Ding, Hualou Liang:
BSMART: A Matlab/C. Neural Networks 21(8): 1094-1104 (2008) - [c8]Zhisong Wang, Alexander Maier
Single-trial bistable perception classification based on sparse nonnegative tensor decomposition. IJCNN 2008: 1041-1048 - 2007
- [j19]Zhisong Wang, Alexander Maier
Single-trial evoked potential estimation using wavelets. Comput. Biol. Medicine 37(4): 463-473 (2007) - [j18]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): 1265-1275 (2007) - [c7]Zhisong Wang, Alexander Maier
Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception. IJCNN 2007: 2189-2193 - 2006
- [j17]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): 1341-1347 (2006) - [j16]Zhisong Wang, Alexander Maier
Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity. IEEE Trans. Biomed. Eng. 53(12): 2615-2618 (2006) - [j15]Qiu-Hua Lin, Fuliang Yin, Tiemin Mei
A blind source separation based method for speech encryption. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(6): 1320-1328 (2006) - [c6]Yong-Rui Zheng, Qiu-Hua Lin, Fuliang Yin, Hualou Liang:
Speech Enhancement Using ICA with EMD-Based Reference. ICA 2006: 739-746 - [c5]Qiu-Hua Lin, Fuliang Yin, Hualou Liang:
A Fast Decryption Algorithm for BSS-Based Image Encryption. ISNN (2) 2006: 318-325 - 2005
- [j14]Hualou Liang, Steven L. Bressler, Elizabeth A. Buffalo
Empirical mode decomposition of field potentials from macaque V4 in visual spatial attention. Biol. Cybern. 92(6): 380-392 (2005) - [j13]Yuqiao Gu, Björn Wahlund, Hans Liljenström, Dietrich von Rosen, Hualou Liang:
Analysis of phase shifts in clinical EEG evoked by ECT. Neurocomputing 65-66: 475-483 (2005) - [j12]Hualou Liang, Steven L. Bressler, Robert Desimone
Empirical mode decomposition: a method for analyzing neural data. Neurocomputing 65-66: 801-807 (2005) - [j11]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): 1692-1701 (2005) - [c4]Qiu-Hua Lin, Fuliang Yin, Hualou Liang:
Blind Source Separation-Based Encryption of Images and Speeches. ISNN (2) 2005: 544-549 - 2004
- [c3]Qiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang:
Speech Segregation Using Constrained ICA. ISNN (1) 2004: 755-760 - 2003
- [j10]Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone
Temporal dynamics of attention-modulated neuronal synchronization in macaque V4. Neurocomputing 52-54: 481-487 (2003) - [j9]Hualou Liang, Hongbin Wang:
Top-down anticipatory control in prefrontal cortex. Theory Biosci. 122(1): 70-86 (2003) - 2002
- [j8]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): 339 (2002) - [j7]Hualou Liang, Zhiyue Lin:
Stimulus artifact cancellation in the serosal recordings of gastric myoelectric activity using wavelet transform. IEEE Trans. Biomed. Eng. 49(7): 681-688 (2002) - 2001
- [j6]Hualou Liang, Mingzhou Ding, Steven L. Bressler:
The detection of cognitive state transitions by stability changes in event-related cortical field potentials. Neurocomputing 38-40: 1423-1428 (2001) - [j5]Hualou Liang, Mingzhou Ding, Steven L. Bressler:
Temporal dynamics of information flow in the cerebral cortex. Neurocomputing 38-40: 1429-1435 (2001) - [j4]Hualou Liang, Zhiyue Lin:
Detection of delayed gastric emptying from electrogastrograms with support vector machine. IEEE Trans. Biomed. Eng. 48(5): 601-604 (2001) - 2000
- [j3]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): 35-45 (2000) - [j2]Hualou Liang, Mingzhou Ding, Steven L. Bressler:
On the tracking of dynamic functional relations in monkey cerebral cortex. Neurocomputing 32-33: 891-896 (2000)
1990 – 1999
- 1998
- [j1]Hualou Liang, Guiliang Dai:
Improvement of Cascade Correlation Learning Algorithm with an Evolutionary Initialization. Inf. Sci. 112(1-4): 1-6 (1998) - [c2]Hualou Liang, Nikos K. Logothetis:
Blind Signal Separation with a Flexible Non-Linearity. ICONIP 1998: 478-481 - 1995
- [c1]Hualou Liang, Guiliang Dai:
Error Estimation and Error Bounds for Neural Network. ANNES 1995: 42-44
Coauthor Index
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