Publications

2023

(2023). Learning to Super-Resolve Dynamic Scenes for Neuromorphic Spike Camera. AAAI Conference on Artificial Intelligence (AAAI).

(2023). HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image. AAAI Conference on Artificial Intelligence (AAAI).

(2023). Physics-Inspired Compressive Sensing: Beyond Deep Unrolling. IEEE Signal Processing Magazine (SPM).

2022

(2022). Contrastive Unfolding Deraining Network. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

(2022). TransCL: Transformer Makes Strong and Flexible Compressive Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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(2022). Content-aware Scalable Deep Compressed Sensing. IEEE Transactions on Image Processing (TIP).

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(2022). Hierarchical Similarity Learning for Aliasing Suppression Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

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(2022). Metric Learning based Interactive Modulation for Real-World Super-Resolution. European Conference on Computer Vision (ECCV).

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(2022). Consistency-Contrast Learning for Conceptual Coding. ACM International Conference on Multimedia (ACM MM).

(2022). Multiple Instance Learning with Mixed Supervision in Gleason Grading. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI).

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(2022). DREAMT: Diversity Enlarged Mutual Teaching for Unsupervised Domain Adaptive Person Re-Identification. IEEE Transactions on Multimedia (TMM).

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(2022). High-Throughput Deep Unfolding Network for Compressive Sensing MRI. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

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(2022). PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

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(2022). Conceptual Compression via Deep Structure and Texture Synthesis. IEEE Transactions on Image Processing (TIP).

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(2022). Deep Generalized Unfolding Networks for Image Restoration. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2022). HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2022). Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images. AAAI Conference on Artificial Intelligence (AAAI).

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Before 2022 (selected)


(2021). TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification. Advances in Neural Information Processing Systems (NeurIPS).

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(2021). Super Resolve Dynamic Scene from Continuous Spike Streams. International Conference on Computer Vision (ICCV).

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(2021). Expressive and Compressive GAN Inversion Network. IEEE International Conference on Image Processing (ICIP).

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(2021). CAS: Correlation Adaptive Sparse Modeling for Image Denoising. IEEE Transactions on Computational Imaging (TCI).

(2021). Iterative Network for Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

(2021). Graph Attention Neural Network for Image Restoration. IEEE International Conference on Multimedia and Expo (ICME).

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(2021). Synergic Feature Attention for Image Restoration. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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(2020). Attention Based Dual Branches Fingertip Detection Network and Virtual Key System. Proceedings of ACM International Conference on Multimedia (ACM MM).

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(2021). Spk2ImgNet:Learning to Reconstruct Dynamic Scene from Continuous Spike Stream. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

(2021). Thousand to One: Semantic Prior Modeling for Conceptual Coding. IEEE International Conference on Multimedia and Expo (ICME).

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(2019). Layered conceptual image compression via deep semantic synthesis. IEEE International Conference on Image Processing (ICIP).

(2021). COLA-Net: Collaborative Attention Network for Image Restoration. IEEE Transactions on Multimedia (TMM).

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(2021). Matching on Sets: Conquer Occluded Person Re-Identification Without Alignment. AAAI Conference on Artificial Intelligence (AAAI).

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(2020). A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. International Joint Conference on Artificial Intelligence (IJCAI).

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(2020). Optimization-Inspired Compact Deep Compressive Sensing. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

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(2019). A Novel Two-stage Separable Deep Learning Framework for Practical Blind Watermarking. Proceedings of ACM International Conference on Multimedia (ACM MM).

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(2020). End-to-end Learned, Optically Coded Super-resolution SPAD Camera. ACM Transactions on Graphics (TOG).

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(2019). Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Transactions on Cybernetics (TOC).

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(2018). Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Transactions on Image Processing (TIP).

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(2018). Structure-aware Local Sparse Coding for Visual Tracking. IEEE Transactions on Image Processing (TIP).

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(2018). Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Transactions on Image Processing (TIP).

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(2017). Fourier Ptychographic Microscopy with Sparse Representation. Scientific reports (SR).

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(2019). Collaborative Representation Cascade for Single-Image Super-Resolution. IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC).

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(2017). Power Distortion Optimization for Uncoded Linear Transformed Transmission of Images and Videos. IEEE Transactions on Image Processing (TIP).

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(2015). Adaptive Local Nonparametric Regression for Fast Single Image Super-Resolution. Visual Communications and Image Processing (VCIP).

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(2017). Reducing Image Compression Artifacts by Structural Sparse Representation and Quantization Constraint Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2017). Video Compressive Sensing Reconstruction Via Reweighted Residual Sparsity. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2017). Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Transactions on image Processing (TIP).

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(2016). Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity. IEEE Transactions on Image Processing (TIP).

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(2017). Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2015). Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2017). Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Transactions on Multimedia (TMM).

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(2017). Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2016). Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding?. IEEE MultiMedia (MM).

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(2016). CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

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(2016). CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking. IEEE Transactions on Image Processing (TIP).

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(2014). Group-Based Sparse Representation for Image Restoration. IEEE Transactions on Image Processing (TIP).

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(2014). Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2013). Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization. IEEE International Symposium on Circuits and Systems (ISCAS).

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(2012). Compressed Sensing Recovery via Collaborative Sparsity. Data Compression Conference (DCC).

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(2012). Image Compressive Sensing Recovery via Collaborative Sparsity. IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS).

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(2012). Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation. IEEE International Symposium on Circuits and Systems (ISCAS).

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(2011). Interpolation-Dependent Image Downsampling. IEEE Transactions on Image Processing (TIP).

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(2012). Exploiting Image Local and Nonlocal Consistency for Mixed Gaussian-Impulse Noise Removal. IEEE International Conference on Multimedia and Expo (ICME).

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(2012). Image Primitive Coding and Visual Quality Assessment. Pacific-Rim Conference on Multimedia (PCM).

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(2011). High-Quality Image Restoration from Partial Random Samples in Spatial Domain. Visual Communications and Image Processing (VCIP).

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