|
About me
I am currently working at eBay as an applied researcher. My research focuses on computer vision, particularly for image restoration tasks such as image and video inpainting, shadow removal, and super-resolution, as well as object detection, image classification, and image retrieval.
Education
- 2020 - 2024, Ph.D. in Computer Science, University of South Carolina, United States
- 2020 - 2022, M.S. in Computer Science, University of South Carolina, United States
- 2009 - 2013, B.S. in Computer Science, Zhengzhou University, China
Academic Services
- Program Committee for Association for the Advancement of Artificial Intelligence (AAAI)
- Reviewer of Conference on Computer Vision and Pattern Recognition (CVPR)
- Reviewer of International Conference on Computer Vision (ICCV)
- Reviewer of European Conference on Computer Vision (ECCV)
- Reviewer of Association for the Advancement of Artificial Intelligence (AAAI)
- Reviewer of ACM International Conference on Multimedia (ACM MM)
- Reviewer of Asian Conference on Computer Vision (ACCV)
- Reviewer of Conference on Artificial Intelligence (CAI)
- Reviewer of Conference on Multimedia Expo (CME)
- Reviewer of International Journal of Computer Vision (IJCV)
- Reviewer of Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- Reviewer of Transactions on Circuits and Systems for Video Technology (TCSVT)
- Reviewer of Transactions on Neural Networks and Learning Systems (TNNLS)
- Reviewer of Transactions on Intelligent Vehicles (TIV)
- Reviewer of Pattern Recognition Letters (PRL)
- Reviewer of Transactions on Multimedia (TMM)
Publications
* co-first author and contribute equally, † corresponding author
|
- Crossmodal Few-shot 3D Point Cloud Semantic Segmentation via View Synthesis
- Ziyu Zhao, Pingping Cai, Canyu Zhang, Xiaoguang Li†, Song Wang
- ACM International Conference on Multimedia (ACM MM), 2024
-
paper
    
code
|
|
- SAIR: Learning Semantic-aware Implicit Representation
- Canyu Zhang*, Xiaoguang Li*, Qing Guo, Song Wang
- European Conference on Computer Vision (ECCV), 2024
-
paper
    
code
|
|
- Orthogonal Dictionary Guided Shape Completion Network for Point Cloud
- Pingping Cai, Deja Scott, Xiaoguang Li, Song Wang
- Association for the Advancement of Artificial Intelligence (AAAI), 2024
-
paper
    
code
|
|
- Leveraging Inpainting for Single-Image Shadow Removal
- Xiaoguang Li, Qing Guo, Rabab Abdelfattah, Di Lin, Wei Feng, Ivor Tsang, Song Wang
- International Conference on Computer Vision (ICCV), 2023
-
paper
    
code
|
|
- CLIP-Driven Unsupervised Learning for Multi-Label Image Classification
- Rabab Abdelfattah, Qing Guo, Xiaoguang Li, Xiaofeng Wang, Song Wang
- International Conference on Computer Vision (ICCV), 2023
-
paper
    
code
|
|
- MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting
- Xiaoguang Li, Qing Guo, Di Lin, Ping Li, Wei Feng, Song Wang
- Conference on Computer Vision and Pattern Recognition (CVPR), 2022
-
paper
    
code
|
|
- JPGNet: Joint Predictive Filtering and Generative Network for Image Inpainting
- Qing Guo*, Xiaoguang Li*, Felix Juefei-Xu, Hongkai Yu, Yang Liu, and Song Wang
- ACM International Conference on Multimedia (ACM MM), 2021
-
paper
    
code
|
|
- Deep Learning for Object Detection in Materials-Science Images
- Lan Fu, Hongkai Yu, Xiaoguang Li, Craig P. Przybyla, and Song Wang
- IEEE Signal Processing Magazine(SPM), 2021
-
paper
    
code
|
|