An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals

Xiaobing Du, Cuixia Ma, Guanhua Zhang, +6

IEEE Transactions on Affective Computing

Machine LearningAffective NeuroscienceSocial SciencesAffective ScienceSensory Neuroscience +16

SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals

Guanhua Zhang, Minjing Yu, Yong‐Jin Liu, +3

IEEE Transactions on Affective Computing

EngineeringMultichannel Eeg SignalsAffective NeuroscienceSocial SciencesEeg Electrodes +18

Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting

Guanhua Zhang, Bing Bai, Junqi Zhang, +3

Why Attentions May Not Be Interpretable?

Bing Bai, Jian Liang, Guanhua Zhang, +3

Structured PredictionEngineeringMachine LearningNeurolinguisticsAttentions May +25

Effects of ECM proteins (laminin, fibronectin, and type IV collagen) on the biological behavior of Schwann cells and their roles in the process of remyelination after peripheral nerve injury

Peng Yu, Guanhua Zhang, Bo Hou, +6

Frontiers in Bioengineering and Biotechnology

Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets

Guanhua Zhang, Bing Bai, Jian Liang, +5

Multi-Target Positive Emotion Recognition From EEG Signals

Guozhen Zhao, Yulin Zhang, Guanhua Zhang, +2

IEEE Transactions on Affective Computing

Affective VariableAffective NeuroscienceMultimodal Sentiment AnalysisAttentionPsychology +20

MultiMediate

Philipp Müller, Michael Dietz, Dominik Schiller, +5

EngineeringCommunicationSpeech RecognitionNatural Language ProcessingAffective Computing +16

Robust Mixture-of-Expert Training for Convolutional Neural Networks

Yihua Zhang, Ruisi Cai, Tianlong Chen, +6

Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization

Yihua Zhang, Guanhua Zhang, Prashant Khanduri, +3

arXiv (Cornell University)

Artificial IntelligenceModel OptimizationEngineeringMachine LearningData Science +11