Assistant Professor (tenure-track)
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University

Natural Language Processing; Machine Learning

• Junxian He*, Chunting Zhou*, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig. "Towards a Unified View of Parameter-Efficient Transfer Learning." ICLR 2022
• Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick. "Efficient Nearest Neighbor Language Models." EMNLP 2021
• Junxian He*, Jiatao Gu*, Jiajun Shen, Marc'Aurelio Ranzato. "Revisiting Self-Training for Neural Sequence Generation." ICLR 2020
• Junxian He*, Xinyi Wang*, Graham Neubig, Taylor Berg-Kirkpatrick. "A Probabilistic Formulation of Unsupervised Text Style Transfer." ICLR 2020
• Junxian He, Daniel Spokoyny, Graham Neubig, Taylor Berg-Kirkpatrick. "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders." ICLR 2019
• Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick. "Unsupervised Learning of Syntactic Structure with Invertible Neural Projections." EMNLP 2018