Xiaofan Zhang

Publication Activity (10 Years)

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

Top Topics

Feed Forward Neural Networks

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Zehua Yuan, Junhao Pan, Xiaofan Zhang, Deming Chen
HomeSGN: A Smarter Home with Novel Rule Mining Enabled by a Scorer-Generator GAN. ASPDAC (2024)
Haoran You, Yipin Guo, Yichao Fu, Wei Zhou, Huihong Shi, Xiaofan Zhang, Souvik Kundu, Amir Yazdanbakhsh, Yingyan Lin
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization. CoRR (2024)
Clemens JS Schaefer, Navid Lambert-Shirzad, Xiaofan Zhang, Chiachen Chou, Tom Jablin, Jian Li, Elfie Guo, Caitlin Stanton, Siddharth Joshi, Yu Emma Wang
Augmenting Hessians with Inter-Layer Dependencies for Mixed-Precision Post-Training Quantization. CoRR (2023)
Clemens JS Schaefer, Elfie Guo, Caitlin Stanton, Xiaofan Zhang, Tom Jablin, Navid Lambert-Shirzad, Jian Li, Chiachen Chou, Siddharth Joshi, Yu Emma Wang
Mixed Precision Post Training Quantization of Neural Networks with Sensitivity Guided Search. CoRR (2023)
Xiaofan Zhang, Yuhong Li, Junhao Pan, Deming Chen
Algorithm/Accelerator Co-Design and Co-Search for Edge AI. IEEE Trans. Circuits Syst. II Express Briefs 69 (7) (2022)
Xiaofan Zhang, Yuan Ma, Jinjun Xiong, Wen-Mei W. Hwu, Volodymyr V. Kindratenko, Deming Chen
Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang, Yuhong Li, Deming Chen
Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems. CoRR (2022)
Junhao Pan, Zehua Yuan, Xiaofan Zhang, Deming Chen
YouHome System and Dataset: Making Your Home Know You Better. iSES (2022)