Qiyu Wan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Neural Architecture

Low Memory Requirements

Highly Efficient

Top Venues

IEEE Trans. Computers

Publications

Chen Zhang, Qiyu Wan, Lening Wang, Yu Wen, Mingsong Chen, Jingweijia Tan, Kaige Yan, Xin Fu
Efficient one-shot Neural Architecture Search with progressive choice freezing evolutionary search. Neurocomputing 598 (2024)
Rui Chen, Qiyu Wan, Xinyue Zhang, Xiaoqi Qin, Yanzhao Hou, Di Wang, Xin Fu, Miao Pan
EEFL: High-Speed Wireless Communications Inspired Energy Efficient Federated Learning over Mobile Devices. MobiSys (2023)
Lening Wang, Qiyu Wan, Peixun Ma, Jing Wang, Minsong Chen, Shuaiwen Leon Song, Xin Fu
Enabling High-Efficient ReRAM-Based CNN Training Via Exploiting Crossbar-Level Insignificant Writing Elimination. IEEE Trans. Computers 72 (11) (2023)
Qiyu Wan, Lening Wang, Jing Wang, Shuaiwen Leon Song, Xin Fu
NAS-SE: Designing A Highly-Efficient In-Situ Neural Architecture Search Engine for Large-Scale Deployment. MICRO (2023)
Rui Chen, Qiyu Wan, Pavana Prakash, Lan Zhang, Xu Yuan, Yanmin Gong, Xin Fu, Miao Pan
Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization. ICCV (2023)
Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, Xin Fu
Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving. CoRR (2021)
Qiyu Wan, Haojun Xia, Xingyao Zhang, Lening Wang, Shuaiwen Leon Song, Xin Fu
Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving. MICRO (2021)
Qiyu Wan, Xin Fu
Fast-BCNN: Massive Neuron Skipping in Bayesian Convolutional Neural Networks. MICRO (2020)