Fu-Ming Guo

According to our database, Fu-Ming Guo authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SparseOptimizer: Sparsify Language Models through Moreau-Yosida Regularization and Accelerate through Compiler Co-design.

Fu-Ming Guo

CoRR, 2023

2022

Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer.

Fu-Ming Guo, Yingfang Fan

CoRR, 2022

2021

Sim2Real Docs: Domain Randomization for Documents in Natural Scenes using Ray-traced Rendering.

Nikhil Maddikunta, Huijun Zhao, Sumit Keswani, Alfy Samuel, Fu-Ming Guo, Nishan Srishankar, Vishwa Pardeshi, Austin Huang

CoRR, 2021

Algorithm to Compilation Co-design: An Integrated View of Neural Network Sparsity.

Fu-Ming Guo, Austin Huang

CoRR, 2021

2020

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices.

Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Fu-Ming Guo, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang

CoRR, 2020

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices.

Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Reweighted Proximal Pruning for Large-Scale Language Representation.

Fu-Ming Guo, Sijia Liu, Finlay S. Mungall, Xue Lin, Yanzhi Wang

CoRR, 2019