Mengqi Xue

Ph.D. student

I am an associate research fellow in School of Computer and Computing Science， Hangzhou City University. I received my Ph.D degree in Computer Science and Technology from College of Computer Science at Zhejiang University, under the supervision of Prof. Mingli Song and Dr. Jie Song, as a member of the Laboratory of Visual Intelligence and Pattern Analysis. Currently, my research interests mainly include computer vision learning，model compression and explainable artificial intelligence.

News
One paper is accepted by TIP
One paper is accepted by CVPR 2023
One paper is accepted by ICLR 2023
One paper is accepted by CVPR 2022
One paper is accepted by ICO 2021
One paper is accepted by IJCAI 2021
One paper is accepted by ICCV 2019

Publications
Knowledge Amalgamation for Object Detection with Transformers
- Haofei Zhang
- Feng Mao
- Gongfan Fang
- Zunlei Feng
- Jie Song
- Mingli Song
TIP 2023
- Journal
Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation
- Tianli Zhang
- Jiangtao Zhang
- Haofei Zhang
- Yu Wang
- Lechao Cheng
- Jie Song
- Mingli Song
CVPR 2023
- Conference
Schema Inference for Interpretable Image Classification
- Haofei Zhang*
- Xiaokang Liu
- Kaixuan Chen
- Jie Song
- Mingli Song
ICLR 2023
- Conference
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
- Qihan Huang
- Haofei Zhang
- Lechao Cheng
- Jie Song
- Minghui Wu
- Mingli Song
Arxiv 2022
- Preprint
Meta-attention for ViT-backed Continual Learning
- Haofei Zhang
- Jie Song
- Mingli Song
CVPR 2022
- Conference
Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training
- Haofei Zhang
- Jiarui Duan
- Jie Song
- Li Sun
- Mingli Song
CVPR 2022
- Conference
Tree-Like Branching Network for Multi-class Classification
- Jie Song
- Li Sun
- Mingli Song
ICO 2021
- Conference
A Survey of Deep Learning for Low-Shot Object Detection
- Qihan Huang
- Haofei Zhang
- Jie Song
- Mingli Song
Arxiv 2021
- Preprint
KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation
- Jie Song
- Xinchao Wang
- Ying Chen
- Xingen Wang
- Mingli Song
IJCAI 2021
- Conference
Tree-like Decision Distillation
- Jie Song
- Haofei Zhang
- Xinchao Wang
- Ying Chen
- Li Sun
- Dacheng Tao
- Mingli Song
CVPR 2021
- Conference
Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation
- Chengchao Shen*
- Xinchao Wang
- Jie Song
- Li Sun
- Mingli Song
ICCV 2019
- Conference

Education
2017 - 2022

Ph.D., Zhejiang University
(Hangzhou, China)

Computer Science and Technology
2013 - 2017

B.S., Xidian University
(Xian, China)

Computer Science and Technology

Experiences
2019 - now

Research Intern
(Hangzhou, China)

Alibaba-Zhejiang University Joint Research Institute of Frontier Technologies

Awards / Scholarship
2021

Best Paper Award, ICO, 2021
2016

National Scholarship, Ministry of Education of China, 2016

Mengqi Xue

News

Publications

Education

Experiences

Awards / Scholarship