Xiaofan Zhang
Authored Publications
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SSDTrain: Faster Large Language Model Training Using SSD-Based Activation Offloading
Kun Wu
Jeongmin Brian Park
Mert Hidayetoğlu
Vikram Sharma Mailthody
Sitao Huang
Steven Lumetta
Wen-mei Hwu
Design Automation Conference (DAC) (2025)
AutoAI2C: An Automated Hardware Generator for DNN Acceleration on both FPGA and ASIC
Yongan Zhang
Pengfei Xu
Yang Zhao
Cong Hao
Deming Chen
Yingyan Lin
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (2024)
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
Haoran You
Yipin Guo
Yichao Fu
Wei Zhou
Huihong Shi
Souvikk Kundu
Yingyan Lin
38th Annual Conference on Neural Information Processing Systems (NeurIPS) (2024)
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search
Qian Jiang
Deming Chen
Minh N. Do
Raymond Yeh
ICML 2023 Workshop on Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators
