User profiles for Zhenyu Guo

Zhenyu Guo

Imperial College London
Verified email at imperial.ac.uk
Cited by 902

Highly scalable deep learning training system with mixed-precision: Training imagenet in four minutes

…, W He, Y Wang, H Rong, F Zhou, L Xie, Z Guo… - arXiv preprint arXiv …, 2018 - arxiv.org
Synchronized stochastic gradient descent (SGD) optimizers with data parallelism are widely
used in training large-scale deep neural networks. Although using larger mini-batch sizes …

[HTML][HTML] Hard carbons for sodium-ion batteries and beyond

F Xie, Z Xu, Z Guo, MM Titirici - Progress in Energy, 2020 - iopscience.iop.org
Sodium-ion batteries (SIBs) are one of the most promising alternatives to lithium-ion batteries
(LIBs), due to the much more abundant resources of Na compared with Li in the world. …

[HTML][HTML] Homogenous metallic deposition regulated by defect-rich skeletons for sodium metal batteries

Z Xu, Z Guo, R Madhu, F Xie, R Chen… - Energy & …, 2021 - pubs.rsc.org
Sodium metal batteries are attracting increasing attention on account of their high energy
densities as well as the abundance of sodium-based resources. However, the uneven metallic …

[PDF][PDF] R2: An Application-Level Kernel for Record and Replay.

Z Guo, X Wang, J Tang, X Liu, Z Xu, M Wu… - OSDI, 2008 - usenix.org
Library-based record and replay tools aim to reproduce an application’s execution by recording
the results of selected functions in a log and during replay returning the results from the …

[HTML][HTML] D3S: Debugging deployed distributed systems

X Liu, Z Guo, X Wang, F Chen, X Lian, J Tang, M Wu… - NSDI, 2008 - usenix.org
Testing large-scale distributed systems is a challenge, because some errors manifest themselves
only after a distributed sequence of events that involves machine and network failures. …

Comet: batched stream processing for data intensive distributed computing

B He, M Yang, Z Guo, R Chen, B Su, W Lin… - Proceedings of the 1st …, 2010 - dl.acm.org
Batched stream processing is a new distributed data processing paradigm that models
recurring batch computations on incrementally bulk-appended data streams. The model is …

Liquid medium annealing for fabricating durable perovskite solar cells with improved reproducibility

…, C Zhu, H Zai, Y Bai, S Ma, H Liu, X Liu, Z Guo… - Science, 2021 - science.org
Solution processing of semiconductors is highly promising for the high-throughput production
of cost-effective electronics and optoelectronics. Although hybrid perovskites have …

Zwitterions Narrow Distribution of Perovskite Quantum Wells for Blue Light‐Emitting Diodes with Efficiency Exceeding 15%

S Liu, Z Guo, X Wu, X Liu, Z Huang, L Li… - Advanced …, 2023 - Wiley Online Library
While quasi‐two‐dimensional (quasi‐2D) perovskites have emerged as promising
semiconductors for light‐emitting diodes (LEDs), the broad‐width distribution of quantum wells …

The role of hydrothermal carbonization in sustainable sodium‐ion battery anodes

Z Xu, J Wang, Z Guo, F Xie, H Liu… - Advanced Energy …, 2022 - Wiley Online Library
Sodium‐ion batteries as a prospective alternative to lithium‐ion batteries are facing the
challenge of developing high‐performance, low‐cost and sustainable anode materials. Hard …

Reducing energy disorder in perovskite solar cells by chelation

…, B Jia, H Lu, Y Zhang, F Wang, Z Guo… - Journal of the …, 2022 - ACS Publications
In inverted perovskite solar cells (PSCs), the fullerene derivative [6,6]-phenyl-C 61 -butyric
acid methyl ester (PCBM) is a widely used electron transport material. However, a high …