News


July. 2021
One full paper is accepted by MM'21, on food image segmentation.

July. 2021
I will be the official reviewer in Neurips-21 and ICLR-22 .

April. 2021
One dataset is released in Project, on food image segmentation .

Jan. 2021
One full paper is accepted by ICLR'21, on object detection .

July. 2020
One full paper is accepted by MM'20, on few-shot detection .

March. 2020
One survey paper is accepted by neurocomputing, on object detection .

March. 2020
One full paper is accepted by neurocomputing, on object detection .

Jan. 2020
One full paper is accepted by neurocomputing, on face detection .

Xiongwei Wu 

Research fellow

Living Analytics Research Centre
School of Computing and Information Systems
Singapore Management University

80 Stamford Road, Singapore, 178902

Email: xwwu AT smu.edu.sg

Github

Google Scholar

I am a Posdoc Research Fellow in LARC (Living Analytics Research Centre), School of Computing and Information Systems, Singapore Management University. I have several publications appeared in several top conferences. My research interests include object detection, face detection and semantic segmentation. I obtained my B.A from Zhejiang University and Ph.D degree from Singapore Management University.

Notes: We recently release a dataset on food image segmentation:
- A Large-Scale Benchmark for Food Image Segmentation (Project Link)
- It's a very interesting but challenging dataset!

Publications



pdf
A Large-Scale Benchmark for Food Image Segmentation
Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C.H. Hoi, Qianru Sun
MM'2021, Project  

pdf
PolarNet: Learning to Optimize Polar Keypoints for Keypoint Based Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C.H. HOI
ICLR'2021   

pdf
Meta-RCNN: Meta Learning for Few-Shot Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C.H. HOI
MM'2020 (extension version)  

pdf
Recent Advances in Deep Learning for Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C.H. HOI
Neurocomputing (100+ citation)   

pdf
Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection
Xiongwei Wu, Doyen Sahoo, Daoxin Zhang, Jianke Zhu, Steven C.H. HOI
Neurocomputing   

pdf
Feature Agglomeration Networks for Single Stage Face Detection
Jialiang Zhang*, Xiongwei Wu*, Jianke Zhu, Steven C.H. HOI (* denotes equal contribution)
Neurocomputing   

pdf
FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging
Doyen Sahoo, Wang Hao, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
KDD'2019   

Experiences

Postdoc Research Fellow, Singapore Management Univerisy, Sept. 2020 - Present
Algorithm Engineer, Alibaba Group., May. 2015 - Aug. 2015

Education

Singapore Management University (SMU)
Ph.D. in Computer Science                   Aug. 2015 - July 2020, Singapore
Advisor: Prof. Steven Hoi

Zhejiang University (ZJU)
B.A. in Computer Science                    Aug 2011 - June 2015, Hangzhou
Advisor: Prof. Jianke Zhu

Last update: May 12, 2021. Webpage template borrows from Jiawei Chen.