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2025

1. MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
   Jianwei Zhao, Xin Li, Fan Yang, Qiang Zhai, Ao Luo, Yang Zhao, Hong Cheng and Huazhu Fu
   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
   [PDF]

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2024

1. FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection
   Jianwei Zhao, Xin Li, Fan Yang, Qiang Zhai, Ao Luo, Zhicheng Jiao and Hong Cheng.
   Proceedings of the European Conference on Computer Vision (ECCV), 2024.
   [PDF]

2. FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models
   Ao Luo, Xin Li, Fan Yang, Jiangyu Liu, Haoqiang Fan and Shuaicheng Liu.
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
   [PDF]

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2023

1. GAFlow: Incorporating Gaussian Attention into Optical Flow
   Ao Luo, Fan Yang, Xin Li, Lang Nie, Chunyu Lin, Haoqiang Fan and Shuaicheng Liu.
   International Conference on Computer Vision (ICCV), 2023.
   [PDF]

2. Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation
   Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang and Zhicheng Jiao
   In Medical Image Computing and Computer Assisted Interventions (MICCAI), 2023.
   [PDF]

3. Weighted Graph-structured Semantics Constraint Network for Cross-Modal Retrieval
   Lei Zhang, Leiting Chen, Chuan Zhou, Xin Li, Fan Yang and Zhang Yi
   IEEE Transactions on Multimedia (TMM), 2023.
   [PDF]

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2022

1. MGL: Mutual Graph Learning for Camouflaged Object Detection
   Qiang Zhai*, Xin Li*, Fan Yang, Zhicheng Jiao, Ping Luo, Hong Cheng and Zicheng Liu.
   IEEE Transactions on Image Processing (TIP), 2022.
   [PDF]

2. Nested Architecture Search for Point Cloud Semantic Segmentation
   Fan Yang, Xin Li and Jianbing Shen.
   IEEE Transactions on Image Processing (TIP), 2022.
   [PDF]

3. Co-Communication Graph Convolutional Network for Multi-View Crowd Counting
   Qiang Zhai, Fan Yang, Xin Li, Guo-Sen Xie, Hong Cheng and Zicheng Liu.
   IEEE Transactions on Multimedi (TMM), 2022.
   [PDF]

4. Parameter-free latent space transformer for zero-shot bidirectional cross-modality liver segmentation
   Yang Li, Beiji Zou, Yulan Dai, Chengzhang Zhu, Xin Li, Fan Yang, Harrison Bai, Zhicheng Jiao.
   In Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022.
   [PDF]

5. 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]

6. 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]

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2021

1. 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]

2. 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]

3. 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]

4. 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]

5. 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]

6. 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]

7. 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]

8. 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]

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2020

1. 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]

2. 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]

3. 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]

4. Webly-supervised Learning for Salient Object Detection
   Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao and Hong Cheng.
   Pattern Recognition, 2020.
   [PDF]

5. Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation
   Xuhua Ren, Lichi Zhang, Sahar Ahmad, Dong Nie, Fan Yang, Lei Xiang, Qian Wang and Dinggang Shen.
   IEEE Transactions on Image Processing (TIP), 2020.
   [PDF] [arXiv]

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Others

1. 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]

2. 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]

3. 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]

4. 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]

5. 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]

6. 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]