Publications

(2024). ReVideo: Remake a Video with Motion and Content Control. Advances in Neural Information Processing Systems (NeurIPS).

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(2024). OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding. Advances in Neural Information Processing Systems (NeurIPS).

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(2024). Self-Supervised Scalable Deep Compressed Sensing. International Journal of Computer Vision (IJCV).

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(2024). ResVR: Joint Rescaling and Viewport Rendering of Omnidirectional Images. ACM International Conference on Multimedia (ACM MM).

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(2024). Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios. Communications Engineering (Nature Communications).

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(2024). Progressive Content-aware Coded Hyperspectral Compressive Imaging. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2024). D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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(2024). Empowering Real-World Image Super-Resolution with Flexible Interactive Modulation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

(2024). DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2024). Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts. International Conference on Learning Representations (ICLR).

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(2024). DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models. International Conference on Learning Representations (ICLR).

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(2024). T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models. AAAI Conference on Artificial Intelligence (AAAI).

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(2024). Joint Demosaicing and Denoising for Spike Camera. AAAI Conference on Artificial Intelligence (AAAI).

(2024). Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion. AAAI Conference on Artificial Intelligence (AAAI).

(2024). Faster Person Re-Identification: One-shot-Filter and Coarseto-Fine Search. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

(2023). Freedom: Training-free energy-guided conditional diffusion model. International Conference on Computer Vision (ICCV).

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(2023). A Unified Continual Learning Framework with General Parameter-Efficient Tuning. International Conference on Computer Vision (ICCV).

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(2023). CSformer: Bridging Convolution and Transformer for Compressive Sensing. IEEE Transactions on Image Processing (TIP).

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(2023). Null-Space Diffusion Sampling for Zero-Shot Point Cloud Completion. International Joint Conference on Artificial Intelligence (IJCAI).

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(2023). Semantic-aware Visual Decomposition for Image Coding. International Journal of Computer Vision (IJCV).

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(2023). An Object SLAM Framework for Association, Mapping, and High-Level Tasks. IEEE Transactions on Robotics (TRO).

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(2023). Optimization-Inspired Cross-Attention Transformer for Compressive Sensing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2023). Large-capacity and Flexible Video Steganography via Invertible Neural Network. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2023). EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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(2023). DEAR-GAN: Degradation-Aware Face Restoration with GAN Prior. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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(2021). Graph Attention Neural Network for Image Restoration. 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).

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

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

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(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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