I am a Ph.D. student in Computer Science at Johns Hopkins University, affiliated with the Center for Language and Speech Processing (CLSP), co-advised by Philipp Koehn and Kenton Murray. My most recent research focuses on Cross-lingual Learning and Machine Translation.
I also had good fortune to intern at Meta (Facebook) AI Research and Amazon Alexa AI. I will be joining Microsoft Research in the upcoming summer!
Ph.D. in Computer Science, Present
Johns Hopkins University
M.S. in Computer Science, 2020
Johns Hopkins University
B.E. in Information Engineering, 2018
East China University of Science and Technology
Proposed a novel method of contextual embedding mapping and revealed the tight relationship of isotropy, isometry and isomorphsim in contextual embedding spaces.
Developed a new algorithm to reduce the peak energy of data transmission based on Unimodular Quadratic Programming.
Proposed novel data augmentation approach for domain adaptation, which surpasses state-of-the-art performance in Dialogue State Tracking and Event Extraction tasks.
Built a deep learning method based on GANs to naturally predict and expand the boundaries of incomplete images
Designed a human-computer interaction GUI system to recognize signatures of users with high precision, where users sign their names in the air (invisibly).
Investigated a zero-shot approach for dependency parsing by building a multilingual concept-shared semantic space, which achieves state-of-the-art performance.