News
Sept. 2021
I will be the official reviewer in AAAI-22 and CVPR-22.
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 .
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Xiongwei Wu
Research fellow
Living Analytics Research Centre
80 Stamford Road, Singapore, 178902
Email: xwwu AT smu.edu.sg
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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 top conferences such as ICLR, KDD and MM. My research interests include object detection, face detection and semantic segmentation. I obtained my B.A from Zhejiang University and Ph.D 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!
- A Large-Scale Benchmark for Food Image Segmentation (Project Link)
- It's a very interesting but challenging dataset!
Publications
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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 |
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PolarNet: Learning to Optimize Polar Keypoints for Keypoint Based Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C.H. HOI ICLR'2021 |
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Meta-RCNN: Meta Learning for Few-Shot Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C.H. HOI MM'2020 (extension version) |
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Recent Advances in Deep Learning for Object Detection
Xiongwei Wu, Doyen Sahoo, Steven C.H. HOI Neurocomputing (180+ citation) |
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Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection
Xiongwei Wu, Doyen Sahoo, Daoxin Zhang, Jianke Zhu, Steven C.H. HOI Neurocomputing |
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Feature Agglomeration Networks for Single Stage Face Detection
Jialiang Zhang*, Xiongwei Wu*, Jianke Zhu, Steven C.H. HOI (* denotes equal contribution) Neurocomputing |
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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 |
Professional Services
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PC/SPC Member of Conferences: Program Committee Member of NeurIPS (2021) Program Committee Member of ICLR (2022) Program Committee Member of AAAI (2022) Program Committee Member of CVPR (2022) Invited Reviewer for Neurocomputing, Pattern Recognition, TIST and TOMM |
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, China Advisor: Prof. Jianke Zhu |
Last update: Oct. 15, 2021. Webpage template borrows from Jiawei Chen.