Fu-Ming Guo

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

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Top Venues

Publications

Fu-Ming Guo
SparseOptimizer: Sparsify Language Models through Moreau-Yosida Regularization and Accelerate through Compiler Co-design. CoRR (2023)
Fu-Ming Guo, Yingfang Fan
Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer. CoRR (2022)
Fu-Ming Guo, Austin Huang
Algorithm to Compilation Co-design: An Integrated View of Neural Network Sparsity. CoRR (2021)
Nikhil Maddikunta, Huijun Zhao, Sumit Keswani, Alfy Samuel, Fu-Ming Guo, Nishan Srishankar, Vishwa Pardeshi, Austin Huang
Sim2Real Docs: Domain Randomization for Documents in Natural Scenes using Ray-traced Rendering. CoRR (2021)
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
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR (2020)
Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. AAAI (2020)
Fu-Ming Guo, Sijia Liu, Finlay S. Mungall, Xue Lin, Yanzhi Wang
Reweighted Proximal Pruning for Large-Scale Language Representation. CoRR (2019)
Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices. CoRR (2019)