Ruihang Lai

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Optimization Process

Imperative Programs

Program Execution

Top Venues

Publications

Siyuan Feng, Jiawei Liu, Ruihang Lai, Charlie F. Ruan, Yong Yu, Lingming Zhang, Tianqi Chen
Emerging Platforms Meet Emerging LLMs: A Year-Long Journey of Top-Down Development. CoRR (2024)
Zihao Ye, Ruihang Lai, Junru Shao, Tianqi Chen, Luis Ceze
SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning. ASPLOS (3) (2023)
Ruihang Lai, Junru Shao, Siyuan Feng, Steven S. Lyubomirsky, Bohan Hou, Wuwei Lin, Zihao Ye, Hongyi Jin, Yuchen Jin, Jiawei Liu, Lesheng Jin, Yaxing Cai, Ziheng Jiang, Yong Wu, Sunghyun Park, Prakalp Srivastava, Jared G. Roesch, Todd C. Mowry, Tianqi Chen
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning. CoRR (2023)
Siyuan Feng, Bohan Hou, Hongyi Jin, Wuwei Lin, Junru Shao, Ruihang Lai, Zihao Ye, Lianmin Zheng, Cody Hao Yu, Yong Yu, Tianqi Chen
TensorIR: An Abstraction for Automatic Tensorized Program Optimization. ASPLOS (2) (2023)
Junru Shao, Xiyou Zhou, Siyuan Feng, Bohan Hou, Ruihang Lai, Hongyi Jin, Wuwei Lin, Masahiro Masuda, Cody Hao Yu, Tianqi Chen
Tensor Program Optimization with Probabilistic Programs. NeurIPS (2022)
Siyuan Feng, Bohan Hou, Hongyi Jin, Wuwei Lin, Junru Shao, Ruihang Lai, Zihao Ye, Lianmin Zheng, Cody Hao Yu, Yong Yu, Tianqi Chen
TensorIR: An Abstraction for Automatic Tensorized Program Optimization. CoRR (2022)
Zihao Ye, Ruihang Lai, Junru Shao, Tianqi Chen, Luis Ceze
SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning. CoRR (2022)
Junru Shao, Xiyou Zhou, Siyuan Feng, Bohan Hou, Ruihang Lai, Hongyi Jin, Wuwei Lin, Masahiro Masuda, Cody Hao Yu, Tianqi Chen
Tensor Program Optimization with Probabilistic Programs. CoRR (2022)