Bohan Hou

I am a first-year Ph.D. student in Computer Science at Carnegie Mellon University, where I am very fortunate to be advised by Prof. Tianqi Chen. I am a member of Catalyst.

My research interests lie in domain-specific system design and implementation, especially machine learning systems and deep learning compilers.

Prior to coming to CMU, I received my Bachelor's degree in ACM Honors Class of Shanghai Jiao Tong University, where I worked under the supervision of Prof. Weinan Zhang and Prof. Yong Yu.

Simply Easy Learning
Research (*indicates equal contribution)

TensorIR: An Abstraction for Automatic Tensorized Program Optimization [pdf]
Siyuan Feng*, Bohan Hou*, Hongyi Jin, Wuwei Lin, Junru Shao, Ruihang Lai, Zihao Ye, Lianmin Zheng, Cody Hao Yu, Yong Yu, and Tianqi Chen

Tensor Program Optimization with Probabilistic Programs [pdf]
Junru Shao, Xiyou Zhou, Siyuan Feng, Bohan Hou, Ruihang Lai, Hongyi Jin, Wuwei Lin, Masahiro Masuda, Cody Hao Yu, Tianqi Chen