Xiaohan Chen

Learning to Optimize: A Primer and A Benchmark

Tianlong Chen, Xiaohan Chen, Wuyang Chen et al. · arXiv (Cornell University) · 2021 · 92 citations · Full text

Artificial Intelligence, Model Optimization, Data-driven Optimization +13

Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better

Sameer Bibikar, Haris Vikalo, Zhangyang Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 86 citations · Full text

Artificial Intelligence, Fl Agents, Engineering +16

Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks

Haoran You, Chaojian Li, Pengfei Xu et al. · arXiv (Cornell University) · 2019 · 50 citations · Full text

SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation

Yang Zhao, Xiaohan Chen, Yue Wang et al. · 2020 · 44 citations

Engineering, Machine Learning, Computer Architecture +18

ShiftAddNet: A Hardware-Inspired Deep Network

Haoran You, Xiaohan Chen, Yongan Zhang et al. · arXiv (Cornell University) · 2020 · 37 citations · Full text

Hardware-inspired Deep Network, Deep Neural Networks, Engineering +15