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2020 – today
- 2025
[j58]Hao Zhang, Chenglin Li
, Wenrui Dai, Ziyang Zheng, Junni Zou, Hongkai Xiong:
Stabilizing and Accelerating Federated Learning on Heterogeneous Data With Partial Client Participation. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 67-83 (2025)- 2024
- [j57]Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong:
3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 975-993 (2024) - [j56]Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Variance Reduced Domain Randomization for Reinforcement Learning With Policy Gradient. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1031-1048 (2024) - [j55]Qin Yang, Wenxuan Gao, Chenglin Li, Hao Wang, Wenrui Dai, Junni Zou, Hongkai Xiong, Pascal Frossard:
360Spred: Saliency Prediction for 360-Degree Videos Based on 3D Separable Graph Convolutional Networks. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9979-9996 (2024) - [j54]Qin Yang, Yuqi Li, Chenglin Li, Hao Wang, Sa Yan, Li Wei, Wenrui Dai, Junni Zou, Hongkai Xiong, Pascal Frossard:
SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention. IEEE Trans. Multim. 26: 3061-3076 (2024) - [j53]Kexin Tang, Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences. IEEE Trans. Multim. 26: 5340-5357 (2024) - [j52]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1025-1039 (2024) - [j51]Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
On Centralization and Unitization of Batch Normalization for Deep ReLU Neural Networks. IEEE Trans. Signal Process. 72: 2827-2841 (2024) - [c89]Maida Cao, Wenrui Dai, Shaohui Li, Han Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Entropy Relaxed Lattice Vector Quantization for Learned Image Compression. DCC 2024: 548 - [c88]Wen Fei, Li Ding, Yu Pan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Initialization Seeds Facilitating Neural Network Quantization. DCC 2024: 554 - [c87]Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Adversarially Robust Neural Lyapunov Control. ECAI 2024: 1959-1966 - [c86]Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-spoofing. ECCV (22) 2024: 93-110 - [c85]Bowen Shi, Peisen Zhao, Zichen Wang, Yuhang Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian, Xiaopeng Zhang:
UMG-CLIP: A Unified Multi-granularity Vision Generalist for Open-World Understanding. ECCV (38) 2024: 259-277 - [c84]Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong:
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation. ECCV (51) 2024: 382-399 - [c83]Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Frequency-Aware Transformer for Learned Image Compression. ICLR 2024 - [c82]Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners. ICLR 2024 - [c81]Li Ding, Wen Fei, Yuyang Huang, Shuangrui Ding, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training. ICML 2024 - [c80]Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance. ICML 2024 - [c79]Sa Yan, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport. ACM Multimedia 2024: 3695-3703 - [c78]Wenqiang Xu, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Upsampling with Geometric Algebra Driven Inverse Heat Dissipation. ACM Multimedia 2024: 7385-7394 - [i27]Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance. CoRR abs/2402.02149 (2024) - [i26]Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong:
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation. CoRR abs/2407.09853 (2024) - [i25]Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Resampling with Learnable Heat Diffusion. CoRR abs/2411.14120 (2024) - [i24]Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks. CoRR abs/2411.14158 (2024) - 2023
- [j50]Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong:
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3226-3244 (2023) - [j49]Shaohui Li, Han Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Progressive Image Compression With Dead-Zone Quantizers. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2962-2978 (2023) - [j48]Lisha Wang, Chenglin Li, Wenrui Dai, Shaohui Li, Junni Zou, Hongkai Xiong:
QoE-Driven Adaptive Streaming for Point Clouds. IEEE Trans. Multim. 25: 2543-2558 (2023) - [j47]Yuchen Zhang, Wenrui Dai, Yong Li, Chenglin Li, Junhui Hou, Junni Zou, Hongkai Xiong:
Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding. IEEE Trans. Multim. 25: 3059-3072 (2023) - [j46]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification. IEEE Trans. Signal Inf. Process. over Networks 9: 123-139 (2023) - [j45]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning. IEEE Trans. Signal Process. 71: 1023-1038 (2023) - [c77]Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation. AAAI 2023: 1296-1304 - [c76]Yuchen Liu, Yaoming Wang, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization. CVPR 2023: 3510-3519 - [c75]Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Fully Integerized End-to-End Learned Image Compression. DCC 2023: 337 - [c74]Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates. DCC 2023: 371 - [c73]Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learning Causal Representations for Generalizable Face Anti Spoofing. ICASSP 2023: 1-5 - [c72]Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Upsampling with Dynamic Graph Scattering Transform. ICIP 2023: 3274-3278 - [c71]Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization. ICML 2023: 41314-41330 - [c70]Yuqi Li, Qin Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Rotation-Invariant Point Cloud Segmentation With Kernel Principal Component Analysis and Geometry-Based Weighted Convolution. ISCAS 2023: 1-5 - [c69]Yuankun Jiang, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning. NeurIPS 2023 - [i23]Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation. CoRR abs/2302.07408 (2023) - [i22]Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Lossless Compression for JPEG via Frequency-Domain Prediction. CoRR abs/2303.02666 (2023) - [i21]Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners. CoRR abs/2306.15876 (2023) - [i20]Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Frequency-Aware Transformer for Learned Image Compression. CoRR abs/2310.16387 (2023) - [i19]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Dapeng Wu, Hongkai Xiong:
scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data. CoRR abs/2312.10310 (2023) - 2022
- [j44]Nuowen Kan, Junni Zou, Chenglin Li, Wenrui Dai, Hongkai Xiong:
RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1607-1623 (2022) - [j43]Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5253-5267 (2022) - [j42]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets. IEEE Trans. Signal Inf. Process. over Networks 8: 63-77 (2022) - [j41]Duoduo Xue, Ziyang Zheng, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
On the Convergence of Non-Convex Phase Retrieval With Denoising Priors. IEEE Trans. Signal Process. 70: 4424-4439 (2022) - [c68]Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning. BMVC 2022: 876 - [c67]Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong:
Entropy Modeling via Gaussian Process Regression for Learned Image Compression. DCC 2022: 163-172 - [c66]Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong:
Video Compression via Inter-frame Chroma Prediction. DCC 2022: 457 - [c65]Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Graph Dictionary Learning for 3-D Point Cloud Compression. DCC 2022: 463 - [c64]Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Decoder for Learned Image Compression via Structured Pruning. DCC 2022: 464 - [c63]Bowen Shi, Dongsheng Jiang, Xiaopeng Zhang, Han Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context Mining. ECCV (28) 2022: 624-639 - [c62]Jiayi Xu, Qin Yang, Chenglin Li, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang:
Rotation-Equivariant Graph Convolutional Networks For Spherical Data Via Global-Local Attention. ICIP 2022: 2501-2505 - [c61]Yuchen Liu, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Causal Intervention for Generalizable Face Anti-Spoofing. ICME 2022: 1-6 - [c60]Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-Precision Quantization of U-Net for Medical Image Segmentation. ISCAS 2022: 2871-2875 - [c59]Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Search for Efficient Architecture. ISCAS 2022: 3140-3144 - [c58]Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Optical Flow Inference for Video Colorization. ISCAS 2022: 3185-3189 - [c57]Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning. ACM Multimedia 2022: 3006-3016 - [c56]Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tensor Network-Based Entropy Coding For Learned Image Compression. PCS 2022: 235-239 - [c55]Wenxuan Gao, Chenglin Li, Haoran Lv, Wenrui Dai, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang:
Optimal Tile-Based Encoding for 360-Degree Video Streaming. PCS 2022: 295-299 - [i18]Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong:
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks. CoRR abs/2204.11640 (2022) - [i17]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning. CoRR abs/2204.12881 (2022) - [i16]Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong:
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling. CoRR abs/2205.15571 (2022) - [i15]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning. CoRR abs/2206.02450 (2022) - 2021
- [j40]Kean Chen, Weiyao Lin, Jianguo Li, John See, Ji Wang, Junni Zou:
AP-Loss for Accurate One-Stage Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3782-3798 (2021) - [j39]Kexin Tang, Nuowen Kan, Junni Zou, Chenglin Li, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. IEEE Trans. Circuits Syst. Video Technol. 31(2): 798-815 (2021) - [j38]Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Multi-Scale Structured Dictionary Learning for 3-D Point Cloud Attribute Compression. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2792-2807 (2021) - [j37]Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei:
Group Reidentification with Multigrained Matching and Integration. IEEE Trans. Cybern. 51(3): 1478-1492 (2021) - [j36]Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame. IEEE Trans. Signal Inf. Process. over Networks 7: 595-610 (2021) - [j35]Shaohui Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong:
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction. IEEE Trans. Signal Process. 69: 3117-3131 (2021) - [c54]Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Hierarchical Graph Networks for 3D Human Pose Estimation. BMVC 2021: 387 - [c53]Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Compressive Sensing via Unfolded 𝓁1-constrained Convolutional Sparse Coding. DCC 2021: 183-192 - [c52]Jixiang Luo, Shaohui Li, Wenrui Dai, De Cheng, Gang Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging. DCC 2021: 353 - [c51]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. GLOBECOM 2021: 1-6 - [c50]Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. ICASSP 2021: 1930-1934 - [c49]Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization. ICCV 2021: 12292-12301 - [c48]Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Image Compression with Channel-Wise Grouped Context Modeling. ICIP 2021: 2099-2103 - [c47]Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Monotonic Robust Policy Optimization with Model Discrepancy. ICML 2021: 4951-4960 - [c46]Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong:
Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control. NOSSDAV 2021: 17-24 - [c45]Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network. VCIP 2021: 1-5 - [i14]Bowen Shi, Xiaopeng Zhang, Haohang Xu, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
Multi-dataset Pretraining: A Unified Model for Semantic Segmentation. CoRR abs/2106.04121 (2021) - [i13]Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Message Passing in Graph Convolution Networks via Adaptive Filter Banks. CoRR abs/2106.09910 (2021) - [i12]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets. CoRR abs/2108.01660 (2021) - [i11]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. CoRR abs/2109.08933 (2021) - [i10]Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Hierarchical Graph Networks for 3D Human Pose Estimation. CoRR abs/2111.11927 (2021) - 2020
- [j34]Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard G. Steinbach:
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming. IEEE J. Sel. Top. Signal Process. 14(1): 161-176 (2020) - [j33]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-Based Decentralized Coded Caching for Files and Caches With Arbitrary Sizes. IEEE Trans. Commun. 68(4): 2090-2105 (2020) - [j32]Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng:
Scalable Structured Compressive Video Sampling With Hierarchical Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3528-3543 (2020) - [j31]Yuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang, Hongkai Xiong:
Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis. IEEE Trans. Circuits Syst. Video Technol. 30(11): 4269-4283 (2020) - [j30]Yuhui Xu, Wenrui Dai, Yingyong Qi, Junni Zou, Hongkai Xiong:
Iterative Deep Neural Network Quantization With Lipschitz Constraint. IEEE Trans. Multim. 22(7): 1874-1888 (2020) - [j29]Weiyao Lin, Xiaoyi He, Xintong Han, Dong Liu, John See, Junni Zou, Hongkai Xiong, Feng Wu:
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC. IEEE Trans. Multim. 22(11): 2749-2763 (2020) - [c44]Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong:
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification. CVPR 2020: 4302-4311 - [c43]Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong:
REV-AE: A Learned Frame Set for Image Reconstruction. ICASSP 2020: 1823-1827 - [c42]Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong:
Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation. ICIP 2020: 1491-1495 - [c41]Shanghong Wang, Wenrui Dai, Mingxing Xu, Chenglin Li, Junni Zou, Hongkai Xiong:
Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks. ICME 2020: 1-6 - [c40]Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search. IJCAI 2020: 2088-2095 - [c39]Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong:
FedExg: Federated Learning with Model Exchange. ISCAS 2020: 1-5 - [c38]Ziyang Zheng, Shanghong Wang, Shaohui Li, Wenrui Dai, Junni Zou, Feifei Li, Hongkai Xiong:
DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing. ISCAS 2020: 1-5 - [c37]Haoran Lv, Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks. ACM Multimedia 2020: 682-690 - [c36]Chongxin Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression. VCIP 2020: 222-225 - [i9]Kean Chen, Weiyao Lin, Jianguo Li, John See, Ji Wang, Junni Zou:
AP-Loss for Accurate One-Stage Object Detection. CoRR abs/2008.07294 (2020) - [i8]Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization. CoRR abs/2010.09278 (2020) - [i7]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
NCGNN: Node-level Capsule Graph Neural Network. CoRR abs/2012.03476 (2020)
2010 – 2019
- 2019
- [j28]Junni Zou, Chenglin Li, Congcong Zhai, Hongkai Xiong, Eckehard G. Steinbach:
Joint Pricing and Cache Placement for Video Caching: A Game Theoretic Approach. IEEE J. Sel. Areas Commun. 37(7): 1566-1583 (2019) - [j27]Botao Wang, Junni Zou, Yong Li, Kuanyu Ju, Hongkai Xiong, Yuan F. Zheng:
Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting. IEEE Trans. Circuits Syst. Video Technol. 29(1): 68-79 (2019) - [j26]Junni Zou, Liwan Huang, Xiaofeng Gao, Hongkai Xiong:
Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks. IEEE Trans. Cybern. 49(11): 3873-3886 (2019) - [j25]Xiaofeng Gao, Ailun Song, Luoyao Hao, Junni Zou, Guihai Chen, Shaojie Tang:
Towards Efficient Multi-Channel Data Broadcast for Multimedia Streams. IEEE Trans. Parallel Distributed Syst. 30(10): 2370-2383 (2019) - [c35]Kean Chen, Jianguo Li, Weiyao Lin, John See, Ji Wang, Lingyu Duan, Zhibo Chen, Changwei He, Junni Zou:
Towards Accurate One-Stage Object Detection With AP-Loss. CVPR 2019: 5119-5127 - [c34]Chunmiao Liu, Bowen Shi, Chenglin Li, Junni Zou, Yingqi Chen, Hongkai Xiong:
Deep Neural Network-Based Algorithm Approximation via Multivariate Polynomial Regression. GLOBECOM 2019: 1-6 - [c33]Nuowen Kan, Junni Zou, Kexin Tang, Chenglin Li, Ning Liu, Hongkai Xiong:
Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming. ICASSP 2019: 4030-4034 - [c32]Nuowen Kan, Chengming Liu, Junni Zou, Chenglin Li, Hongkai Xiong:
A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming. ICIP 2019: 141-145 - [c31]Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong:
Single and Sequential Viewports Prediction for 360-Degree Video Streaming. ISCAS 2019: 1-5 - [c30]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Sizes. SPAWC 2019: 1-5 - [c29]Qiaoyu Lu, Chenglin Li, Junni Zou, Kexin Tang, Qi Wang, Hongkai Xiong:
Transcoding-Enabled Edge Caching and Delivery for Tile-Based Adaptive 360-Degree Video Streaming. VCIP 2019: 1-4 - [c28]Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. VCIP 2019: 1-4 - [i6]Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. CoRR abs/1902.00637 (2019) - [i5]Kean Chen, Jianguo Li, Weiyao Lin, John See, Ji Wang, Lingyu Duan, Zhibo Chen, Changwei He, Junni Zou:
Towards Accurate One-Stage Object Detection with AP-Loss. CoRR abs/1904.06373 (2019) - [i4]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Size. CoRR abs/1905.01633 (2019) - [i3]Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei:
Group Re-Identification with Multi-grained Matching and Integration. CoRR abs/1905.07108 (2019) - [i2]Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard G. Steinbach:
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming. CoRR abs/1906.08575 (2019) - [i1]Weiyao Lin, Xiaoyi He, Xintong Han, Dong Liu, John See, Junni Zou, Hongkai Xiong, Feng Wu:
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC. CoRR abs/1912.11604 (2019) - 2018
- [j24]Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard:
Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming. IEEE Trans. Circuits Syst. Video Technol. 28(7): 1648-1664 (2018) - [j23]Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu:
Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast Over Wireless Networks. IEEE Trans. Multim. 20(2): 361-378 (2018) - [j22]Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard:
QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming. IEEE Trans. Multim. 20(4): 965-984 (2018) - [j21]Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Yuan F. Zheng:
Fully Decomposable Compressive Sampling With Joint Optimization for Multidimensional Sparse Representation. IEEE Trans. Signal Process. 66(3): 603-616 (2018) - [c27]Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong:
Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming. ICIP 2018: 3264-3268 - 2017
- [j20]Junni Zou, Liwan Huang:
Joint pricing and service selection for service-differentiated duopoly in cognitive radio networks. IET Commun. 11(13): 2074-2081 (2017) - [j19]Wenrui Dai, Yangmei Shen, Hongkai Xiong, Xiaoqian Jiang, Junni Zou, David Taubman:
Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding. IEEE Trans. Image Process. 26(6): 2972-2987 (2017) - [j18]Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng:
Structured Sparse Representation With Union of Data-Driven Linear and Multilinear Subspaces Model for Compressive Video Sampling. IEEE Trans. Signal Process. 65(19): 5062-5077 (2017) - [c26]Congcong Zhai, Junni Zou, Yunfei Zhang:
Video Content Caching and Delivery for Tri-Party Joint Profit Optimization. ICIG (2) 2017: 239-251 - [c25]Kexin Tang, Chenglin Li, Hongkai Xiong, Junni Zou, Pascal Frossard:
Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks. MMSP 2017: 1-6 - 2016
- [j17]Jian Sun, Junni Zou, Liwan Huang:
Distributed optimization of lifetime and throughput with power consumption balance opportunistic routing in dynamic wireless sensor networks. Int. J. Distributed Sens. Networks 12(10) (2016) - [j16]Wenrui Dai, Yangmei Shen, Xin Tang, Junni Zou, Hongkai Xiong, Chang Wen Chen:
Sparse Representation With Spatio-Temporal Online Dictionary Learning for Promising Video Coding. IEEE Trans. Image Process. 25(10): 4580-4595 (2016) - [j15]Botao Wang, Hongkai Xiong, Weiyao Lin, Junni Zou, Yuan F. Zheng:
Multitask Learning of Compact Semantic Codebooks for Context-Aware Scene Modeling. IEEE Trans. Image Process. 25(11): 5411-5426 (2016) - [c24]Weiliang Xu, Junni Zou, Hongkai Xiong:
Joint source-channel rate control for multiview video streaming over erasure channels. ICIP 2016: 2117-2121 - [c23]Chenglin Li, Pascal Frossard, Hongkai Xiong, Junni Zou:
Distributed wireless video caching placement for dynamic adaptive streaming. NOSSDAV 2016: 2:1-2:6 - [c22]Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong, Junni Zou:
Complexity constrained representation selection for dynamic adaptive streaming. VCIP 2016: 1-4 - 2015
- [j14]Junni Zou, Qiong Wu, Hongkai Xiong, Chang Wen Chen:
Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks. IEEE Trans. Signal Process. 63(21): 5637-5649 (2015) - [c21]Weiliang Xu, Junni Zou, Hongkai Xiong:
Interactive multiview video scheduling through bargaining. ICIP 2015: 3590-3594 - 2014
- [j13]Junni Zou, Lu Jiang, Chenglin Li:
Content-aware optimization on rate-distortion and network traffic for scalable video multicast networks. Multim. Tools Appl. 71(3): 1975-1998 (2014) - [j12]Junni Zou, Lin Chen:
Joint bandwidth allocation, data scheduling and incentives for scalable video streaming over peer-to-peer networks. Multim. Tools Appl. 73(3): 1269-1289 (2014) - [j11]Junni Zou, Qiong Wu, Hongkai Xiong, Chang Wen Chen:
Joint Spectrum and Power Auction With Multiauctioneer and Multibidder in Coded Cooperative Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 13(10): 5768-5780 (2014) - [c20]Qiong Wu, Junni Zou, Zhuo Wu:
Joint spectrum and power allocation in coded cooperative cognitive radio networks. ICC 2014: 1596-1601 - [c19]Yang Yang, Junni Zou, Hongkai Xiong:
Flow Optimization for Scalable Multi-view Video over Wireless Network. ICIMCS 2014: 167 - [c18]Liping Liu, Junni Zou, Hongkai Xiong:
Bandwidth Allocation for Video Streaming over Peer-to-Peer Networks with Nash Bargaining. ICIMCS 2014: 363 - [c17]Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu:
Dynamic rate allocation and opportunistic routing for scalable video multirate multicast over time-varying wireless networks. INFOCOM Workshops 2014: 275-280 - 2013
- [j10]Junni Zou, Hongkai Xiong, Dawei Wang, Chang Wen Chen:
Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks. IEEE Trans. Veh. Technol. 62(4): 1827-1837 (2013) - [j9]Junni Zou, Hongwan Xu:
Auction-Based Power Allocation for Multiuser Two-Way Relaying Networks. IEEE Trans. Wirel. Commun. 12(1): 31-39 (2013) - [c16]Xiaopeng Zhang, Junni Zou, Xiao Gu, Hongkai Xiong:
A scalable depth coding with arc breakpoints based synthesis in 3-D video. BMSB 2013: 1-5 - [c15]Yanliang Jin, Yingxiong Song, Jian Chen, Yingchun Li, Junjie Zhang, Junni Zou:
MR. Eye: A Multi-hop Real-time Wireless Multimedia Sensor Network. EMC/HumanCom 2013: 999-1008 - [c14]Chong Tan, Junni Zou, Min Wang:
Joint Opportunistic Network Coding and Opportunistic Routing for Correlated Data Gathering in Wireless Sensor Network. VTC Fall 2013: 1-5 - 2012
- [j8]Chenglin Li, Hongkai Xiong, Junni Zou, Chang Wen Chen:
Distributed Robust Optimization for Scalable Video Multirate Multicast Over Wireless Networks. IEEE Trans. Circuits Syst. Video Technol. 22(6): 943-957 (2012) - [c13]Lin Chen, Junni Zou:
Incentive-Based Bandwidth Auction for Scalable Streaming in Peer-to-Peer Networks. IFTC 2012: 363-371 - [c12]Zheng Shi, Junni Zou:
A Client-Driven Selective Streaming System for Multi-view Video Transmission. IFTC 2012: 372-379 - 2011
- [j7]Chong Tan, Junni Zou, Min Wang, Ruifeng Zhang:
Network lifetime optimization for wireless video sensor networks with network coding/ARQ hybrid adaptive error-control scheme. Comput. Networks 55(9): 2126-2137 (2011) - [j6]Chenglin Li, Junni Zou, Hongkai Xiong, Chang Wen Chen:
Joint Coding/Routing Optimization for Distributed Video Sources in Wireless Visual Sensor Networks. IEEE Trans. Circuits Syst. Video Technol. 21(2): 141-155 (2011) - [j5]Junni Zou, Hongkai Xiong, Chenglin Li, Li Song, Zhihai He, Tsuhan Chen:
Prioritized Flow Optimization With Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting. IEEE Trans. Circuits Syst. Video Technol. 21(3): 259-273 (2011) - [j4]Chenglin Li, Hongkai Xiong, Junni Zou, Zhihai He:
Joint Source and Flow Optimization for Scalable Video Multirate Multicast Over Hybrid Wired/Wireless Coded Networks. IEEE Trans. Circuits Syst. Video Technol. 21(5): 550-564 (2011) - [j3]Junni Zou, Hongkai Xiong, Chenglin Li, Ruifeng Zhang, Zhihai He:
Lifetime and Distortion Optimization With Joint Source/Channel Rate Adaptation and Network Coding-Based Error Control in Wireless Video Sensor Networks. IEEE Trans. Veh. Technol. 60(3): 1182-1194 (2011) - [c11]Yifeng Li, Junni Zou, Hongkai Xiong:
Global Correlated Data Gathering in Wireless Sensor Networks with Compressive Sensing and Randomized Gossiping. GLOBECOM 2011: 1-5 - [c10]Hongwan Xu, Junni Zou:
Auction-Based Power Allocation for Multiuser Two-Way Relaying Networks with Network Coding. GLOBECOM 2011: 1-6 - [c9]Chong Tan, Junni Zou, Min Wang, Hongkai Xiong:
Correlated Data Gathering on Dynamic Network Coding Policy and Opportunistic Routing in Wireless Sensor Network. ICC 2011: 1-5 - [c8]Junni Zou, Leyang Li, Hongkai Xiong:
Optimal Layered Multicast with Source Rate Adaption in Two-Level Hierarchical Overlay Networks. ICC 2011: 1-5 - 2010
- [c7]Chen Li, Hongkai Xiong, Junni Zou, Tsuhan Chen:
A Unified QoS Optimization for Scalable Video Multirate Multicast over Hybrid Coded Network. ICC 2010: 1-6 - [c6]Junni Zou, Chong Tan, Ruifeng Zhang, Hongkai Xiong:
Modeling and Optimization of Network Lifetime in Wireless Video Sensor Networks. ICC 2010: 1-6 - [c5]Lu Jiang, Junni Zou, Hongkai Xiong:
Optimization on rate allocation and distortion control for scalable video coding multicast networks. VCIP 2010: 77440R - [c4]Yanting Xiong, Junni Zou, Hongkai Xiong:
Bandwidth auction for SVC streaming in dynamic multi-overlay. VCIP 2010: 77441I
2000 – 2009
- 2009
- [c3]Chenglin Li, Junni Zou, Hongkai Xiong, Yongsheng Zhang:
Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks. GLOBECOM 2009: 1-8 - [c2]Junni Zou, Hongkai Xiong, Li Song, Zhihai He, Tsuhan Chen:
Prioritized Flow Optimization with Generalized Routing for Scalable Multirate Multicasting. ICC 2009: 1-6 - [c1]Junni Zou, Min Wang, Leyang Li, Hongkai Xiong:
Receiver-driven layered overlay multicast for scalable video streaming. ICME 2009: 794-797 - 2006
- [j2]Junni Zou, Hongkai Xiong, Rujian Lin:
A Priority-Based Packet Scheduling Architecture for Integrated Services Networks. IEICE Trans. Commun. 89-B(3): 704-708 (2006) - 2005
- [j1]Hongkai Xiong, Junni Zou, Songyu Yu, Jun Sun:
Network TV Broadcasting with Multi-Programs on Application-Oriented QoS. IEICE Trans. Commun. 88-B(6): 2688-2692 (2005)
Coauthor Index
[j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [i27] [i26] [i25] [i24] [j50] [j49] [j48] [j47] [j46] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [i23] [i22] [i21] [i20] [i19] [j44] [j43] [j42] [j41] [c68] [c67] [c66] [c65] [c64] [c63] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [i18] [i17] [i16] [j38] [j36] [j35] [c54] [c53] [c52] [c50] [c49] [c48] [c47] [c46] [c45] [i14] [i13] [i12] [i10] [j32] [j31] [j30] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [i8] [i7] [j21] [j19] [j18] [j16]
[j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [c89] [c88] [c87] [c86] [c84] [c83] [c81] [c80] [c79] [c78] [i27] [i26] [i25] [i24] [j50] [j49] [j48] [j47] [j46] [j45] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [i23] [i22] [i20] [i19] [j44] [j43] [j42] [j41] [c68] [c67] [c66] [c65] [c64] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [i18] [i17] [i16] [i15] [j39] [j38] [j36] [j35] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [i13] [i12] [i11] [i10] [j34] [j33] [c44] [c42] [c41] [c40] [c39] [c37] [c36] [i8] [i7] [j28] [c34] [c33] [c32] [c31] [c30] [c29] [i4] [i2] [j24] [j23] [j22] [c25] [c23] [c22] [j13] [c17] [j8] [j6] [j5] [j4] [j3] [c3]
[j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [i27] [i26] [i25] [i24] [j50] [j49] [j48] [j47] [j46] [j45] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [i23] [i22] [i21] [i20] [i19] [j44] [j43] [j42] [j41] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [i18] [i17] [i16] [i15] [j39] [j38] [j37] [j36] [j35] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [i14] [i13] [i12] [i11] [i10] [j34] [j33] [j32] [j31] [j30] [j29] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [i8] [i7] [j28] [j27] [j26] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [i6] [i4] [i3] [i2] [i1] [j24] [j23] [j22] [j21] [c27] [j19] [j18] [c25] [j16] [j15] [c24] [c23] [c22] [j14] [c21] [j11] [c19] [c18] [c17] [j10] [c16] [j8] [j6] [j5] [j4] [j3] [c11] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [j2] [j1]
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