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I work on overcoming instability and noisy data of Affective computing in the wild setting. Throughout my research, I have studied various kinds of topics to help AI deal with real-world problems in emotion recognition. Specifically, I am interested in advancing AI to better inference facial expression recognition and physiological signal sensing, such as in remote photoplethysmography and breathing rate.