Publications

An asterisk (*) beside authors' names indicates equal contribution.

2022

Learning Optical Flow with Kernel Patch Attention
Ao Luo, Fan Yang, Xin Li and Shuaicheng Liu.
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
[PDF]
Nested Architecture Search for Point Cloud Semantic Segmentation
Fan Yang, Xin Li and Jianbing Shen.
IEEE Transactions on Image Processing (TIP), 2022.
[PDF]
Learning Optical Flow with Adaptive Graph Reasoning
Ao Luo, Fan Yang, Kunming Luo, Xin Li, Haoqiang Fan and Shuaicheng Liu.
In Proceedings of 36th AAAI Conference on Artificial Intelligence (AAAI), 2022.
[PDF]
Co-Communication Graph Convolutional Network for Multi-View Crowd Counting
Qiang Zhai, Fan Yang, Xin Li, Guo-Sen Xie, Hong Cheng, Zicheng Liu.
In IEEE Transactions on Multimedia (TMM), 2022.
[PDF]
MGL: Mutual Graph Learning for Camouflaged Object Detection
Qiang Zhai, Xin Li, Fan Yang, Zhicheng Jiao, Ping Luo, Hong Cheng, Zicheng Liu.
In IEEE Transactions on Image Processing (TIP), 2022.
[PDF]

2021

Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection
Fan Yang*, Qiang Zhai*, Xin Li, Rui Huang, Ao Luo, Hong Cheng and Deng-Ping Fan.
In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
[PDF] [Github]
Mutual Graph Learning for Camouflaged Object Detection
Qiang Zhai*, Xin Li*, Fan Yang, Chenglizhao Chen, Hong Cheng and Deng-Ping Fan.
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[PDF] [arXiv][Github]
Probabilistic Model Distillation for Semantic Correspondence
Xin Li, Deng-Ping Fan, Fan Yang, Ao Luo, Hong Cheng, Zicheng Liu.
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[PDF] [Github]
Robust Scene Parsing by Mining Supportive Knowledge from Dataset
Ao Luo*, Fan Yang*, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng and Siwei Lyu.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021.
[PDF]
Exploring Graph-Structured Semantics for Cross-Modal Retrieval
Lei Zhang, Leiting Chen, Chuan Zhou, Fan Yang and Xin Li.
ACM International Conference on Multimedia (ACM MM), 2021.
[PDF]
Reconstructing perceived images from brain activity by visually-guided cognitive representation and adversarial learning
Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao.
NeuroImage, 2021.
[PDF] [arXiv]
EFRNet: Efficient Feature Reconstructing Network for Real-Time Scene Parsing
Xin Li, Fan Yang, Ao Luo, Zhicheng Jiao, Hong Cheng and Zicheng Liu.
IEEE Transactions on Multimedia (TMM), 2021.
[PDF]
EKENet: Efficient Knowledge Enhanced Network for Real-Time Scene Parsing
Ao Luo, Fan Yang, Xin Li, Rui Huang and Hong Cheng.
Pattern Recognition, 2021.
[PDF]

2020

MSB-FCN: Multi-Scale Bidirectional FCN for Object Skeleton Extraction
Fan Yang, Xin Li and Jianbing Shen.
IEEE Transactions on Image Processing (TIP), 2020.
[PDF]
Cascade graph neural networks for rgb-d salient object detection
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng and Siwei Lyu.
European Conference on Computer Vision (ECCV), 2020.
[PDF] [arXiv]
Hybrid Graph Neural Networks for Crowd Counting
Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao, Shangchen Zhou and Hong Cheng.
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020.
[PDF] [arXiv]
Webly-supervised Learning for Salient Object Detection
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao and Hong Cheng.
Pattern Recognition, 2020.
[PDF]

Others

Decoding EEG by Visual-guided Deep Neural Networks
Zhicheng Jiao, Haoxuan You, Fan Yang, Xin Li, Han Zhang and Dinggang Shen.
International Joint Conference on Artificial Intelligence (IJCAI), 2019.
[PDF]
Contour Knowledge Transfer for Salient Object Detection
Xin Li, Fan Yang, Hong Cheng, Wei Liu and Dinggang Shen.
Proceedings of the European Conference on Computer Vision (ECCV), 2018.
[PDF] [Github]
Multi-Scale Bidirectional FCN for Object Skeleton Extraction
Fan Yang, Xin Li, Hong Cheng, Yuxiao Guo, Leiting Chen and Jianping Li.
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2018.
[PDF] [Github]
Multi-Scale Cascade Network for Salient Object Detection
Xin Li, Fan Yang, Hong Cheng, Junyu Chen, Yuxiao Guo and Leiting Chen.
Proceedings of the ACM International Conference on Multimedia (ACM MM), 2017.
[PDF] [Github]
Object-aware Dense Semantic Correspondence
Fan Yang, Xin Li, Hong Cheng, Jianping Li and Leiting Chen.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
[PDF]
Saliency Transfer: An Example-Based Method for Salient Object Detection
Xin Li, Fan Yang, Leiting Chen and Hongbin Cai.
Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2016.
[PDF]