Hualou Liang - RankMe

67 papers B 5Misc 1Journal 49Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Multimodal Dementia Prediction with LLMs: Cross-Attention over Text, Audio, and Image. BCB Companion Felix Agbavor, Hualou Liang
2024	J	`jnl`	LayerNorm: A key component in parameter-efficient fine-tuning. CoRR Taha ValizadehAslani, Hualou Liang
2024	J	`jnl`	Two-stage fine-tuning with ChatGPT data augmentation for learning class-imbalanced data. Neurocomputing Taha ValizadehAslani, Yiwen Shi, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
2023	J	`jnl`	Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment. J. Biomed. Informatics Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang
2023	J	`jnl`	Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting. CoRR Yiwen Shi, Ping Ren, Jing Wang, Biao Han, Taha ValizadehAslani, Felix Agbavor, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
2023	J	`jnl`	Leveraging GPT-4 for food effect summarization to enhance product-specific guidance development via iterative prompting. J. Biomed. Informatics Yiwen Shi, Ping Ren, Jing Wang, Biao Han, Taha ValizadehAslani, Felix Agbavor, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
2023	J	`jnl`	PharmBERT: a domain-specific BERT model for drug labels. Briefings Bioinform. Taha ValizadehAslani, Yiwen Shi, Ping Ren, Jing Wang, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
2022	J	`jnl`	Fine-Tuning BERT for Automatic ADME Semantic Labeling in FDA Drug Labeling to Enhance Product-Specific Guidance Assessment. CoRR Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang
2022	—	`conf`	Improving Imbalanced Learning by Pre-finetuning with Data Augmentation. LIDTA Yiwen Shi, Taha ValizadehAslani, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
2022	J	`jnl`	Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data. CoRR Taha ValizadehAslani, Yiwen Shi, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, Hualou Liang
2021	J	`jnl`	Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing. Frontiers Res. Metrics Anal. Yiwen Shi, Ping Ren, Yi Zhang, Xiajing Gong, Meng Hu, Hualou Liang
2021	J	`jnl`	NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR 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, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang
2018	J	`jnl`	A Copula-Based Granger Causality Measure for the Analysis of Neural Spike Train Data. IEEE ACM Trans. Comput. Biol. Bioinform. Meng Hu, Wu Li, Hualou Liang
2018	J	`jnl`	Granger-Geweke causality: Estimation and interpretation. NeuroImage Mukesh Dhamala, Hualou Liang, Steven L. Bressler, Mingzhou Ding
2017	J	`jnl`	Structure-Function Network Mapping and Its Assessment via Persistent Homology. PLoS Comput. Biol. Hualou Liang, Hongbin Wang
2016	J	`jnl`	Joint analysis of spikes and local field potentials using copula. NeuroImage Meng Hu, Mingyao Li, Wu Li, Hualou Liang
2014	J	`jnl`	A copula approach to assessing Granger causality. NeuroImage Meng Hu, Hualou Liang
2014	—	`ch.`	Wavelet Analysis. Encyclopedia of Computational Neuroscience Hualou Liang
2013	J	`jnl`	Perceptual suppression revealed by Adaptive Multi-Scale Entropy Analysis of Local Field potential in monkey Visual cortex. Int. J. Neural Syst. Meng Hu, Hualou Liang
2012	J	`jnl`	Adaptive Multiscale Entropy Analysis of Multivariate Neural Data. IEEE Trans. Biomed. Eng. Meng Hu, Hualou Liang
2012	J	`jnl`	Causality analysis of neural connectivity: New tool and limitations of spectral Granger causality. Neurocomputing Sanqing Hu, Hualou Liang
2012	J	`jnl`	Noise-Assisted Instantaneous Coherence Analysis of Brain Connectivity. Comput. Intell. Neurosci. Meng Hu, Hualou Liang
2012	J	`jnl`	Variance Entropy: A Method for Characterizing Perceptual Awareness of Visual Stimulus. Appl. Comput. Intell. Soft Comput. Meng Hu, Hualou Liang
2011	J	`jnl`	Causality Analysis of Neural Connectivity: Critical Examination of Existing Methods and Advances of New Methods. IEEE Trans. Neural Networks Sanqing Hu, Guojun Dai, Gregory A. Worrell, Qionghai Dai, Hualou Liang
2011	J	`jnl`	Extraction of microsaccade-related signal from single-trial local field potential by ICA with reference. Neural Comput. Appl. Meng Hu, Hongmiao Zhang, Hualou Liang
2011	—	`conf`	Uncovering perceptual awareness of visual stimulus with adaptive multiscale entropy. iCAST Meng Hu, Hualou Liang
2009	—	`conf`	A Novel Moving Object Tracking Method Using ICA-R. ISNN (2) Xiaohong Ma, Lixin Wang, Yi Feng, Hualou Liang
2009	B	`conf`	A novel audio color watermarking scheme based on self-organizing map. IJCNN Xiaohong Ma, Yan Qin, Hualou Liang
2009	Misc	`conf`	A semi-blind EM algorithm for overcomplete ICA. ICASSP Qiu-Hua Lin, Ning Xu, Hualou Liang
2009	J	`jnl`	Extraction of Bistable-Percept-Related Features From Local Field Potential by Integration of Local Regression and Common Spatial Patterns. IEEE Trans. Biomed. Eng. Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
2009	J	`jnl`	Extraction of percept-related induced local field potential during spontaneously reversing perception. Neural Networks Zhisong Wang, Nikos K. Logothetis, Hualou Liang
2009	B	`conf`	Percept-related cortical induced activity during bistable perception. IJCNN Zhisong Wang, Nikos K. Logothetis, Hualou Liang
2009	—	`conf`	Reference Signal Impact on EEG Energy. ISNN (3) Sanqing Hu, Matt Stead, Hualou Liang, Gregory A. Worrell
2009	J	`jnl`	Relaxation-Based Feature Selection for Single-Trial Decoding of Bistable Perception. IEEE Trans. Biomed. Eng. Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
2009	J	`jnl`	Spatiotemporal Neural Integration for Bistable Perception in a Response-Time Structure-From-Motion Task. IEEE Trans. Biomed. Eng. Zhisong Wang, Nikos K. Logothetis, Hualou Liang
2009	—	`conf`	Watermark Image Restoration Method Based on Block Hopfield Network. ISNN (3) Xiaohong Ma, Xin Li, Hualou Liang
2008	J	`jnl`	A blind source separation-based method for multiple images encryption. Image Vis. Comput. Qiu-Hua Lin, Fuliang Yin, Tiemin Mei, Hualou Liang
2008	J	`jnl`	BSMART: A Matlab/C. Neural Networks Jie Cui, Lei Xu, Steven L. Bressler, Mingzhou Ding, Hualou Liang
2008	J	`jnl`	Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine. EURASIP J. Adv. Signal Process. Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
2008	J	`jnl`	Single-Trial Decoding of Bistable Perception Based on Sparse Nonnegative Tensor Decomposition. Comput. Intell. Neurosci. Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
2008	B	`conf`	Single-trial bistable perception classification based on sparse nonnegative tensor decomposition. IJCNN Zhisong Wang, Alexander Maier, Nikos K. Logothetis, Hualou Liang
2007	J	`jnl`	A fast algorithm for one-unit ICA-R. Inf. Sci. Qiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang, Vince D. Calhoun
2007	J	`jnl`	Single-trial evoked potential estimation using wavelets. Comput. Biol. Medicine Zhisong Wang, Alexander Maier, David A. Leopold, Nikos K. Logothetis, Hualou Liang
2007	B	`conf`	Spatiotemporal Integration of Neuronal Activity for Single-Trial Classifications of Bistable Perception. IJCNN Zhisong Wang, Alexander Maier, David A. Leopold, Hualou Liang
2006	—	`conf`	A Fast Decryption Algorithm for BSS-Based Image Encryption. ISNN (2) Qiu-Hua Lin, Fuliang Yin, Hualou Liang
2006	J	`jnl`	A blind source separation based method for speech encryption. IEEE Trans. Circuits Syst. I Regul. Pap. Qiu-Hua Lin, Fuliang Yin, Tiemin Mei, Hualou Liang
2006	J	`jnl`	Modelling ECT effects by connectivity changes in cortical neural networks. Neurocomputing Yuqiao Gu, Geir Halnes, Hans Liljenström, Dietrich von Rosen, Björn Wahlund, Hualou Liang
2006	J	`jnl`	Relaxation-Based Multichannel Signal Combination (RELAX-MUSIC) for ROC Analysis of Percept-Related Neuronal Activity. IEEE Trans. Biomed. Eng. Zhisong Wang, Alexander Maier, David A. Leopold, Hualou Liang
2006	—	`conf`	Speech Enhancement Using ICA with EMD-Based Reference. ICA Yong-Rui Zheng, Qiu-Hua Lin, Fuliang Yin, Hualou Liang
2005	J	`jnl`	Analysis of phase shifts in clinical EEG evoked by ECT. Neurocomputing Yuqiao Gu, Björn Wahlund, Hans Liljenström, Dietrich von Rosen, Hualou Liang
2005	J	`jnl`	Application of the empirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux disease. IEEE Trans. Biomed. Eng. Hualou Liang, Qiu-Hua Lin, Jian De Z. Chen
2005	—	`conf`	Blind Source Separation-Based Encryption of Images and Speeches. ISNN (2) Qiu-Hua Lin, Fuliang Yin, Hualou Liang
2005	J	`jnl`	Empirical mode decomposition of field potentials from macaque V4 in visual spatial attention. Biol. Cybern. Hualou Liang, Steven L. Bressler, Elizabeth A. Buffalo, Robert Desimone, Pascal Fries
2005	J	`jnl`	Empirical mode decomposition: a method for analyzing neural data. Neurocomputing Hualou Liang, Steven L. Bressler, Robert Desimone, Pascal Fries
2004	—	`conf`	Speech Segregation Using Constrained ICA. ISNN (1) Qiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang
2003	J	`jnl`	Temporal dynamics of attention-modulated neuronal synchronization in macaque V4. Neurocomputing Hualou Liang, Steven L. Bressler, Mingzhou Ding, Robert Desimone, Pascal Fries
2003	J	`jnl`	Top-down anticipatory control in prefrontal cortex. Theory Biosci. Hualou Liang, Hongbin Wang
2002	J	`jnl`	Erratum to "Temporal dynamics of information flow in the cerebral cortex" [Neurocomputing 38-40 (2001) 1429-1435]. Neurocomputing Hualou Liang, Mingzhou Ding, Steven L. Bressler
2002	J	`jnl`	Stimulus artifact cancellation in the serosal recordings of gastric myoelectric activity using wavelet transform. IEEE Trans. Biomed. Eng. Hualou Liang, Zhiyue Lin
2001	J	`jnl`	Detection of delayed gastric emptying from electrogastrograms with support vector machine. IEEE Trans. Biomed. Eng. Hualou Liang, Zhiyue Lin
2001	J	`jnl`	Temporal dynamics of information flow in the cerebral cortex. Neurocomputing Hualou Liang, Mingzhou Ding, Steven L. Bressler
2001	J	`jnl`	The detection of cognitive state transitions by stability changes in event-related cortical field potentials. Neurocomputing Hualou Liang, Mingzhou Ding, Steven L. Bressler
2000	J	`jnl`	On the tracking of dynamic functional relations in monkey cerebral cortex. Neurocomputing Hualou Liang, Mingzhou Ding, Steven L. Bressler
2000	J	`jnl`	Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biol. Cybern. Mingzhou Ding, Steven L. Bressler, Weiming Yang, Hualou Liang
1998	B	`conf`	Blind Signal Separation with a Flexible Non-Linearity. ICONIP Hualou Liang, Nikos K. Logothetis
1998	J	`jnl`	Improvement of Cascade Correlation Learning Algorithm with an Evolutionary Initialization. Inf. Sci. Hualou Liang, Guiliang Dai
1995	—	`conf`	Error Estimation and Error Bounds for Neural Network. ANNES Hualou Liang, Guiliang Dai