Zhouhan Lin

Assistant Professor (tenure-track)
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University
Research Interests
Machine Learning, Natural Language Processing
Selected Publications
·Lin, Zhouhan, Minwei Feng, Cicero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, and Yoshua Bengio. "A structured self-attentive sentence embedding." arXiv preprint arXiv:1703.03130 (2017).
·Lin, Zhouhan, Matthieu Courbariaux, Roland Memisevic, and Yoshua Bengio. "Neural networks with few multiplications." arXiv preprint arXiv:1510.03009 (2015).
·Shen, Yikang, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, and Yoshua Bengio. "Straight to the Tree: Constituency Parsing with Neural Syntactic Distance." In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1171-1180. 2018.
·Du, Wenyu, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio, and Yue Zhang. "Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach." arXiv preprint arXiv:2005.05864 (2020).
·Chen, Yushi, Zhouhan Lin, Xing Zhao, Gang Wang, and Yanfeng Gu. "Deep learning-based classification of hyperspectral data." IEEE Journal of Selected topics in applied earth observations and remote sensing 7, no. 6 (2014): 2094-2107.
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