[2022/04] One paper (QAS) was accepted to Nature Partner Journals Quantum Information (NPJ QI).
[2022/03] Two papers (GreedyNASv2 & DyRep) were accepted to CVPR 2022.
[2022/01] One paper (ReLoss) was accepted to ICLR 2022.
[2021/12] We released MMRazor - a model compression toolkit for model slimming and AutoML, which includes 3 mainstream technologies NAS, pruning, and KD. MMRazor can be easily applied to various projects (e.g., MMDet and MMCls) in OpenMMLab.
[2021/11] We released GreedyNASv2 at arXiv.
[2021/03] One paper about NAS was accepted to CVPR 2021. The NAS benchmark in our paper was released at github.
[2021/01] One paper about channel number search (pruning) was accepted to ICLR 2021 as spotlight.
[2020/11] One paper about NAS was released at arXiv. Our TopoNAS explicitly learns the topology for differentiable NAS (DARTS), and enjoys significant efficiency improvement on obtained architectures.
[2020/10] One paper about quantum architecture search (QAS) was released at arXiv. Our QAS implicitly learns a rule that can well suppress the influence of quantum noise and the barren plateau.
[2020/02] One paper about NAS was accepted to CVPR 2020.
Team Leader of Realtime Face Detection & Alignment Project, AI Group
Nov. 2018 – May 2019
Develop Android APP to inference face detection, tracking, and 106-point landmark models on mobile devices.
Research on model acceleration (e.g., knowledge distillation, model pruning) and facial landmark (e.g., multitask learning, loss function, augmentation).
Our proposed model archieves an inference speed of 5 ms / image on Huawei Mate20 Pro.
Core Member of Beibei Intelligent Customer Service Project, AI Group
Feb. 2018 – Nov. 2018
This project comes from Beibei Group Company, Beibei is the bigest mother-baby ecommerce platform in China. The task is to find optimal answers based on classifications of customer questions.
Research and development on text classification and data augmentation, etc.
3D Printer Team, Wuhan, Hubei province, China
Group Learder of Embedded Control Group
Oct. 2016 – Jan. 2019
Topic: developing control algorithms for 3DP/FDM 3D printers
Selected Awards
Outstanding Graduate award, Huazhong University of Science and Technology
Jun. 2020
Outstanding Graduate Thesis award, Huazhong University of Science and Technology