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Muqiao Yang

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M.S. student

Carnegie Mellon University
Department of Electrical and Computer Engineering


muqiaoy@andrew.cmu.edu


CV  ORCID


+1 (412) 708-5576
Pittsburgh, PA 15213


  Hi! Welcome to Muqiao Yang's homepage. I am a second-year Master student at Carnegie Mellon University. My research interest is mainly in statistical machine learning, especially in understanding the statistical principles under multimodal context. Before CMU, I obtained my bachelor degree from The Hong Kong Polytechnic University in 2018.


Education


Experience


Publications


Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Muqiao Yang*, Martin Q. Ma*, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
32rd Conference on Neural Information Processing Systems (NeurIPS) Science meets Engineering of Deep Learning workshop, 2019 (Oral)
[PDF] [code]

Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning
Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex D. Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu
International Conference on Image Analysis and Recognition, 2019
[PDF] [code]

Storing and Querying Large-Scale Spatio-Temporal Graphs with High-Throughput Edge Insertions
Mengsu Ding, Muqiao Yang, Shimin Chen
arXiv preprint arXiv:1904.09610, 2019
[PDF] [bib]


Miscellaneous