Single-trial detection of visual evoked potentials by common spatial patterns and wavelet filtering for brain-computer interface. - Yiheng Tu; Gan Huang; Yeung Sam Hung; Li Hu; Yong Hu 003; Zhiguo Zhang 001 (EMBC, 2013)

Prediction of pain perception using multivariate pattern analysis of laser-evoked EEG oscillations. - Yiheng Tu; Yeung Sam Hung; Zhiguo Zhang 001; Li Hu (ICARCV, 2014)

L0-regularized time-varying sparse inverse covariance estimation for tracking dynamic fMRI brain networks. - Zening Fu; Sheng Han; Ao Tan; Yiheng Tu; Zhiguo Zhang 001 (EMBC, 2015)

Joint collaborative representation based sleep stage classification with multi-channel EEG signals. - Xiao Liu; Jun Shi; Yiheng Tu; Zhiguo Zhang 001 (EMBC, 2015)

Joint source separation of simultaneous EEG-fMRI recording in two experimental conditions using common spatial patterns. - Ao Tan; Zening Fu; Yiheng Tu; Yeung Sam Hung; Zhiguo Zhang 001 (EMBC, 2015)

Supervised nonlinear dimension reduction of functional magnetic resonance imaging data using Sliced Inverse Regression. - Yiheng Tu; Ao Tan; Zening Fu; Yeung Sam Hung; Li Hu; Zhiguo Zhang 001 (EMBC, 2015)

PCA-SIR: A new nonlinear supervised dimension reduction method with application to pain prediction from EEG. - Yiheng Tu; Yeung Sam Hung; Li Hu; Zhiguo Zhang 001 (NER, 2015)

N1 Magnitude of Auditory Evoked Potentials and Spontaneous Functional Connectivity Between Bilateral Heschl's Gyrus Are Coupled at Interindividual Level. - Ao Tan; Li Hu; Yiheng Tu; Rui Chen; Yeung Sam Hung; Zhiguo Zhang 001 (Brain Connect., 2016)

Normalization of Pain-Evoked Neural Responses Using Spontaneous EEG Improves the Performance of EEG-Based Cross-Individual Pain Prediction. - Yanru Bai; Gan Huang; Yiheng Tu; Ao Tan; Yeung Sam Hung; Zhiguo Zhang 001 (Frontiers Comput. Neurosci., 2016)

Decoding Subjective Intensity of Nociceptive Pain from Pre-stimulus and Post-stimulus Brain Activities. - Yiheng Tu; Ao Tan; Yanru Bai; Yeung Sam Hung; Zhiguo Zhang 001 (Frontiers Comput. Neurosci., 2016)

Single-trial analysis of electroencephalography and functional magnetic resonance imaging for brain decoding. - Yiheng Tu (2016)

A least across-segment variance (LASV) method for the correction of EEG-fMRI desynchronization. - Ao Tan; Yiheng Tu; Zening Fu; Gan Huang; Yeung Sam Hung; Zhiguo Zhang 001 (NER, 2017)

A novel and effective fMRI decoding approach based on sliced inverse regression and its application to pain prediction. - Yiheng Tu; Zening Fu; Ao Tan; Gan Huang; Li Hu; Yeung Sam Hung; Zhiguo Zhang 001 (Neurocomputing, 2018)

Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia. - Zening Fu; Yiheng Tu; Xin Di; Yuhui Du; Godfrey D. Pearlson; Jessica A. Turner; Bharat B. Biswal; Zhiguo Zhang 001; Vince D. Calhoun (NeuroImage, 2018)

Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism. - Zening Fu; Yiheng Tu; Xin Di; Yuhui Du; Jing Sui; Bharat B. Biswal; Zhiguo Zhang 001; Nina de Lacy; Vincent D. Calhoun (NeuroImage, 2019)

Decreased structural connectivity and resting-state brain activity in the lateral occipital cortex is associated with social communication deficits in boys with autism spectrum disorder. - Minyoung Jung; Yiheng Tu; Courtney Amanda Lang; Ana Ortiz; Joel Park; Kristen Jorgenson; Xue-Jun Kong; Jian Kong (NeuroImage, 2019)

A neural mechanism of direct and observational conditioning for placebo and nocebo responses. - Yiheng Tu; Joel Park; Seppo P. Ahlfors; Sheraz Khan 002; Natalia Egorova; Courtney Amanda Lang; Jin Cao; Jian Kong (NeuroImage, 2019)

Identifying inter-individual differences in pain threshold using brain connectome: a test-retest reproducible study. - Yiheng Tu; Binlong Zhang; Jin Cao; Georgia Wilson; Zhiguo Zhang 001; Jian Kong (NeuroImage, 2019)

Characterizing the analgesic effects of real and imagined acupuncture using functional and structure MRI. - Jin Cao; Yiheng Tu; Georgia Wilson; Scott P. Orr; Jian Kong (NeuroImage, 2020)

EGGS: Eigen-Gap Guided Search Making Subspace Clustering Easy. - Jicong Fan 001; Yiheng Tu; Zhao Zhang 001; Mingbo Zhao (CoRR, 2021)

Perturbing fMRI brain dynamics using transcranial direct current stimulation. - Yiheng Tu; Jin Cao; Seyhmus Guler; Thalia Chai-Zhang; Joan A. Camprodon; Mark G. Vangel; Randy L. Gollub; Darin D. Dougherty; Jian Kong (NeuroImage, 2021)

How expectations of pain elicited by consciously and unconsciously perceived cues unfold over time. - Yiheng Tu; Dimitrios Pantazis; Georgia Wilson; Sheraz Khan 002; Seppo P. Ahlfors; Jian Kong (NeuroImage, 2021)

The role of negative emotions in sex differences in pain sensitivity. - Huijuan Zhang; Yanzhi Bi; Xin Hou; Xuejing Lu; Yiheng Tu; Li Hu (NeuroImage, 2021)

A Simple Approach to Automated Spectral Clustering. - Jicong Fan 001; Yiheng Tu; Zhao Zhang 001; Mingbo Zhao; Haijun Zhang 002 (NeurIPS, 2022)