Hongkai Xiong

According to our database, Hongkai Xiong authored at least 351 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model-Free Configuration of Intelligent Reflecting Surfaces: Toward Pervasive Adaptability and Enhanced Robustness.

Wei Wang, Wei Zhang, Hongkai Xiong

IEEE Wirel. Commun., April, 2024

Revisiting Learned Image Compression With Statistical Measurement of Latent Representations.

Shaohui Li, Wenrui Dai, Yimian Fang, Ziyang Zheng, Wen Fei, Hongkai Xiong, Wei Zhang

IEEE Trans. Circuits Syst. Video Technol., April, 2024

3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning.

Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Variance Reduced Domain Randomization for Reinforcement Learning With Policy Gradient.

Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification.

Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Neural Networks Learn. Syst., January, 2024

SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention.

Qin Yang, Yuqi Li, Chenglin Li, Hao Wang, Sa Yan, Li Wei, Wenrui Dai, Junni Zou, Hongkai Xiong, Pascal Frossard

IEEE Trans. Multim., 2024

Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences.

Kexin Tang, Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

IEEE Trans. Multim., 2024

Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance.

Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong

CoRR, 2024

Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields.

Siyu Ren, Junhui Hou, Xiaodong Chen, Hongkai Xiong, Wenping Wang

CoRR, 2024

2023

Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses.

Jing Jin, Mantang Guo, Junhui Hou, Hui Liu, Hongkai Xiong

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Dual adaptive training of photonic neural networks.

Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin

Nat. Mac. Intell., October, 2023

BNET: Batch Normalization With Enhanced Linear Transformation.

Yuhui Xu, Lingxi Xie, Cihang Xie, Wenrui Dai, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan L. Yuille

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Learned Progressive Image Compression With Dead-Zone Quantizers.

Shaohui Li, Han Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., June, 2023

Dynamic Scenario Representation Learning for Motion Forecasting With Heterogeneous Graph Convolutional Recurrent Networks.

Xing Gao, Xiaogang Jia, Yikang Li, Hongkai Xiong

IEEE Robotics Autom. Lett., May, 2023

Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.

Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning.

Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Wenrui Dai, Hongkai Xiong, Qi Tian

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Anisotropic Spherical Scattering Networks via Directional Spin Wavelet.

Yuehan Xiong, Wenrui Dai, Wen Fei, Shaohui Li, Hongkai Xiong

IEEE Trans. Signal Process., 2023

Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning.

Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Signal Process., 2023

Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification.

Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Signal Inf. Process. over Networks, 2023

Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding.

Yuchen Zhang, Wenrui Dai, Yong Li, Chenglin Li, Junhui Hou, Junni Zou, Hongkai Xiong

IEEE Trans. Multim., 2023

QoE-Driven Adaptive Streaming for Point Clouds.

Lisha Wang, Chenglin Li, Wenrui Dai, Shaohui Li, Junni Zou, Hongkai Xiong

IEEE Trans. Multim., 2023

Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos.

Mingxing Xu, Junxiang Chen, Jin Li, Xinxin Zhi, Wenrui Dai, Jiayuan Sun, Hongkai Xiong

IEEE J. Biomed. Health Informatics, 2023

HiEve: A Large-Scale Benchmark for Human-Centric Video Analysis in Complex Events.

Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Hongkai Xiong, Guojun Qi, Nicu Sebe

Int. J. Comput. Vis., 2023

Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification.

Rui Yang, Wenrui Dai, Huajun She, Yiping P. Du, Dapeng Wu, Hongkai Xiong

CoRR, 2023

scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data.

Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Dapeng Wu, Hongkai Xiong

CoRR, 2023

Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views.

Yabo Chen, Jiemin Fang, Yuyang Huang, Taoran Yi, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian

CoRR, 2023

Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation.

Shuangrui Ding, Rui Qian, Haohang Xu, Dahua Lin, Hongkai Xiong

CoRR, 2023

AiluRus: A Scalable ViT Framework for Dense Prediction.

Jin Li, Yaoming Wang, Xiaopeng Zhang, Bowen Shi, Dongsheng Jiang, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian

CoRR, 2023

Frequency-Aware Transformer for Learned Image Compression.

Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

CoRR, 2023

Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners.

Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian

CoRR, 2023

Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations.

Yufeng Zhang, Weiyao Lin, Wenrui Dai, Huabin Liu, Hongkai Xiong

CoRR, 2023

Learned Lossless Compression for JPEG via Frequency-Domain Prediction.

Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

CoRR, 2023

Learned Progressive Image Compression With Spatial Autoregression.

Wenxin Tian, Shaohui Li, Wenrui Dai, Cewu Lu, Weisheng Hu, Lin Zhang, Junfeng Du, Hongkai Xiong

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Robust Point Cloud Classification With Permutohedral Lattice-based Representation.

Li Ding, Mingxing Xu, Wenrui Dai, Cewu Lu, Weisheng Hu, Lin Zhang, Junfeng Du, Hongkai Xiong

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

AiluRus: A Scalable ViT Framework for Dense Prediction.

Jin Li, Yaoming Wang, Xiaopeng Zhang, Bowen Shi, Dongsheng Jiang, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Doubly Robust Augmented Transfer for Meta-Reinforcement Learning.

Yuankun Jiang, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VioLET: Vision-Language Efficient Tuning with Collaborative Multi-modal Gradients.

Yaoming Wang, Yuchen Liu, Xiaopeng Zhang, Jin Li, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Rotation-Invariant Point Cloud Segmentation With Kernel Principal Component Analysis and Geometry-Based Weighted Convolution.

Yuqi Li, Qin Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization.

Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the International Conference on Machine Learning, 2023

ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting.

Hongwei Zheng, Han Li, Bowen Shi, Wenrui Dai, Botao Wang, Yu Sun, Min Guo, Hongkai Xiong

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Progressively Compressed Auto-Encoder for Self-supervised Representation Learning.

Jin Li, Yaoming Wang, Xiaopeng Zhang, Yabo Chen, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Lightweight Network Towards Real-Time Image Denoising On Mobile Devices.

Zhuoqun Liu, Meiguang Jin, Ying Chen, Huaida Liu, Canqian Yang, Hongkai Xiong

Proceedings of the IEEE International Conference on Image Processing, 2023

Point Cloud Upsampling with Dynamic Graph Scattering Transform.

Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Image Processing, 2023

Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation.

Shuangrui Ding, Peisen Zhao, Xiaopeng Zhang, Rui Qian, Hongkai Xiong, Qi Tian

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Unsupervised Domain Generalization for Face Anti-Spoofing.

Yuchen Liu, Yabo Chen, Mengran Gou, Chun-Ting Huang, Yaoming Wang, Wenrui Dai, Hongkai Xiong

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning Causal Representations for Generalizable Face Anti Spoofing.

Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Acoustics, 2023

Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates.

Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Data Compression Conference, 2023

Fully Integerized End-to-End Learned Image Compression.

Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Data Compression Conference, 2023

Adapting Shortcut with Normalizing Flow: An Efficient Tuning Framework for Visual Recognition.

Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Jin Li, Yuchen Liu, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization.

Yuchen Liu, Yaoming Wang, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation.

Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

On the Convergence of Non-Convex Phase Retrieval With Denoising Priors.

Duoduo Xue, Ziyang Zheng, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Signal Process., 2022

Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets.

Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard

IEEE Trans. Signal Inf. Process. over Networks, 2022

iPool - Information-Based Pooling in Hierarchical Graph Neural Networks.

Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard

IEEE Trans. Neural Networks Learn. Syst., 2022

General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization.

Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Neural Networks Learn. Syst., 2022

VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.

Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado

IEEE Trans. Knowl. Data Eng., 2022

RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling.

Nuowen Kan, Junni Zou, Chenglin Li, Wenrui Dai, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2022

$K$K-Shot Contrastive Learning of Visual Features With Multiple Instance Augmentations.

Haohang Xu, Hongkai Xiong, Guo-Jun Qi

IEEE Trans. Pattern Anal. Mach. Intell., 2022

MFDNet: Towards Real-time Image Denoising On Mobile Devices.

Zhuoqun Liu, Meiguang Jin, Ying Chen, Huaida Liu, Canqian Yang, Hongkai Xiong

CoRR, 2022

Motion-inductive Self-supervised Object Discovery in Videos.

Shuangrui Ding, Weidi Xie, Yabo Chen, Rui Qian, Xiaopeng Zhang, Hongkai Xiong, Qi Tian

CoRR, 2022

Masked Autoencoders are Robust Data Augmentors.

Haohang Xu, Shuangrui Ding, Xiaopeng Zhang, Hongkai Xiong, Qi Tian

CoRR, 2022

Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling.

Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong

CoRR, 2022

LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning.

Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

CoRR, 2022

All-optical graph representation learning using integrated diffractive photonic computing units.

Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai

CoRR, 2022

Weakly Supervised Region-Level Contrastive Learning for Efficient Object Detection.

Yuang Deng, Yuhang Zhang, Wenrui Dai, Xiaopeng Zhang, Hongkai Xiong

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Optimal Tile-Based Encoding for 360-Degree Video Streaming.

Wenxuan Gao, Chenglin Li, Haoran Lv, Wenrui Dai, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang

Proceedings of the Picture Coding Symposium, 2022

Tensor Network-Based Entropy Coding For Learned Image Compression.

Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Picture Coding Symposium, 2022

Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning.

Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Dual Contrastive Learning for Spatio-temporal Representation.

Shuangrui Ding, Rui Qian, Hongkai Xiong

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Efficient Search for Efficient Architecture.

Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Improving Optical Flow Inference for Video Colorization.

Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Mixed-Precision Quantization of U-Net for Medical Image Segmentation.

Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Causal Intervention for Generalizable Face Anti-Spoofing.

Yuchen Liu, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Bag of Instances Aggregation Boosts Self-supervised Distillation.

Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian

Proceedings of the Tenth International Conference on Learning Representations, 2022

Rotation-Equivariant Graph Convolutional Networks For Spherical Data Via Global-Local Attention.

Jiayi Xu, Qin Yang, Chenglin Li, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context Mining.

Bowen Shi, Dongsheng Jiang, Xiaopeng Zhang, Han Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian

Proceedings of the Computer Vision - ECCV 2022, 2022

Source-Free Domain Adaptation with Contrastive Domain Alignment and Self-supervised Exploration for Face Anti-spoofing.

Yuchen Liu, Yabo Chen, Wenrui Dai, Mengran Gou, Chun-Ting Huang, Hongkai Xiong

Proceedings of the Computer Vision - ECCV 2022, 2022

SdAE: Self-distillated Masked Autoencoder.

Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian

Proceedings of the Computer Vision - ECCV 2022, 2022

Efficient Decoder for Learned Image Compression via Structured Pruning.

Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Data Compression Conference, 2022

Graph Dictionary Learning for 3-D Point Cloud Compression.

Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Data Compression Conference, 2022

Video Compression via Inter-frame Chroma Prediction.

Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Data Compression Conference, 2022

Entropy Modeling via Gaussian Process Regression for Learned Image Compression.

Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong

Proceedings of the Data Compression Conference, 2022

Contrastive Regression for Domain Adaptation on Gaze Estimation.

Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Motion-aware Contrastive Video Representation Learning via Foreground-background Merging.

Shuangrui Ding, Maomao Li, Tianyu Yang, Rui Qian, Haohang Xu, Qingyi Chen, Jue Wang, Hongkai Xiong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning.

Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction.

Shaohui Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Signal Process., 2021

Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame.

Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Signal Inf. Process. over Networks, 2021

Multiscale Representation Learning of Graph Data With Node Affinity.

Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard

IEEE Trans. Signal Inf. Process. over Networks, 2021

Group Reidentification with Multigrained Matching and Integration.

Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei

IEEE Trans. Cybern., 2021

Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach.

Kexin Tang, Nuowen Kan, Junni Zou, Chenglin Li, Xiao Fu, Mingyi Hong, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-Scale Structured Dictionary Learning for 3-D Point Cloud Attribute Compression.

Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2021

Partially-Connected Neural Architecture Search for Reduced Computational Redundancy.

Yuhui Xu, Lingxi Xie, Wenrui Dai, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Hongkai Xiong, Qi Tian

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets.

Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard

CoRR, 2021

Bag of Instances Aggregation Boosts Self-supervised Learning.

Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian

CoRR, 2021

Message Passing in Graph Convolution Networks via Adaptive Filter Banks.

Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard

CoRR, 2021

Multi-dataset Pretraining: A Unified Model for Semantic Segmentation.

Bowen Shi, Xiaopeng Zhang, Haohang Xu, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian

CoRR, 2021

Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses.

Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong

CoRR, 2021

Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network.

Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control.

Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

Monotonic Robust Policy Optimization with Model Discrepancy.

Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the 38th International Conference on Machine Learning, 2021

Learned Image Compression with Channel-Wise Grouped Context Modeling.

Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Imitating What You Need: An Adaptive Framework for Detector Distillation.

Ruoyu Sun, Hongkai Xiong

Proceedings of the Image and Graphics - 11th International Conference, 2021

Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization.

Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds.

Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Acoustics, 2021

Optimization-based Block Coordinate Gradient Coding.

Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE Global Communications Conference, 2021

Compressive Sensing via Unfolded 𝓁₁-constrained Convolutional Sparse Coding.

Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the 31st Data Compression Conference, 2021

Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging.

Jixiang Luo, Shaohui Li, Wenrui Dai, De Cheng, Gang Li, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the 31st Data Compression Conference, 2021

Hierarchical Graph Networks for 3D Human Pose Estimation.

Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Center-wise Local Image Mixture For Contrastive Representation Learning.

Hao Li, Xiaopeng Zhang, Hongkai Xiong

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning.

Feng Lin, Haohang Xu, Houqiang Li, Hongkai Xiong, Guo-Jun Qi

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Iterative Deep Neural Network Quantization With Lipschitz Constraint.

Yuhui Xu, Wenrui Dai, Yingyong Qi, Junni Zou, Hongkai Xiong

IEEE Trans. Multim., 2020

Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC.

Weiyao Lin, Xiaoyi He, Xintong Han, Dong Liu, John See, Junni Zou, Hongkai Xiong, Feng Wu

IEEE Trans. Multim., 2020

PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning Network.

Xiaopeng Zhang, Yang Yang, Hongkai Xiong, Jiashi Feng

IEEE Trans. Image Process., 2020

Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis.

Yuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2020

Scalable Structured Compressive Video Sampling With Hierarchical Subspace Learning.

Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng

IEEE Trans. Circuits Syst. Video Technol., 2020

Optimization-Based Decentralized Coded Caching for Files and Caches With Arbitrary Sizes.

Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong

IEEE Trans. Commun., 2020

Adaptive lossless compression of skeleton sequences.

Weiyao Lin, Tushar Shankar Shinde, Wenrui Dai, Mingzhou Liu, Xiaoyi He, Anil Kumar Tiwari, Hongkai Xiong

Signal Process. Image Commun., 2020

Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming.

Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard G. Steinbach

IEEE J. Sel. Top. Signal Process., 2020

Key-Point Sequence Lossless Compression for Intelligent Video Analysis.

Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan

IEEE Multim., 2020

NCGNN: Node-level Capsule Graph Neural Network.

Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

CoRR, 2020

Hierarchical Semantic Aggregation for Contrastive Representation Learning.

Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Hongkai Xiong, Qi Tian

CoRR, 2020

Batch Normalization with Enhanced Linear Transformation.

Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan L. Yuille

CoRR, 2020

Center-wise Local Image Mixture For Contrastive Representation Learning.

Hao Li, Xiaopeng Zhang, Ruoyu Sun, Hongkai Xiong, Qi Tian

CoRR, 2020

MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization.

Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

CoRR, 2020

K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations.

Haohang Xu, Hongkai Xiong, Guo-Jun Qi

CoRR, 2020

Distilling Object Detectors with Task Adaptive Regularization.

Ruoyu Sun, Fuhui Tang, Xiaopeng Zhang, Hongkai Xiong, Qi Tian

CoRR, 2020

Graph Pooling with Node Proximity for Hierarchical Representation Learning.

Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard

CoRR, 2020

Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events.

Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

CoRR, 2020

Latency-Aware Differentiable Neural Architecture Search.

Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Bowen Shi, Qi Tian, Hongkai Xiong

CoRR, 2020

Spatial-Temporal Transformer Networks for Traffic Flow Forecasting.

Mingxing Xu, Wenrui Dai, Chunmiao Liu, Xing Gao, Weiyao Lin, Guo-Jun Qi, Hongkai Xiong

CoRR, 2020

Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition.

Hao Li, Xiaopeng Zhang, Qi Tian, Hongkai Xiong

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression.

Chongxin Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks.

Haoran Lv, Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing.

Ziyang Zheng, Shanghong Wang, Shaohui Li, Wenrui Dai, Junni Zou, Feifei Li, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

FedExg: Federated Learning with Model Exchange.

Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

TRP: Trained Rank Pruning for Efficient Deep Neural Networks.

Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search.

Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks.

Shanghong Wang, Wenrui Dai, Mingxing Xu, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search.

Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong

Proceedings of the 8th International Conference on Learning Representations, 2020

Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation.

Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Image Processing, 2020

REV-AE: A Learned Frame Set for Image Reconstruction.

Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Noise-to-Compression Variational Autoencoder for Efficient End-to-End Optimized Image Coding.

Jixiang Luo, Shaohui Li, Wenrui Dai, Yuhui Xu, De Cheng, Gang Li, Hongkai Xiong

Proceedings of the Data Compression Conference, 2020

Rotation Equivariant Graph Convolutional Network for Spherical Image Classification.

Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FedMax: Enabling a Highly-Efficient Federated Learning Framework.

Haohang Xu, Jin Li, Hongkai Xiong, Hui Lu

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

Robust Subspace Clustering With Compressed Data.

Guangcan Liu, Zhao Zhang, Qingshan Liu, Hongkai Xiong

IEEE Trans. Image Process., 2019

Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks.

Junni Zou, Liwan Huang, Xiaofeng Gao, Hongkai Xiong

IEEE Trans. Cybern., 2019

Weak to Strong Detector Learning for Simultaneous Classification and Localization.

Xiaopeng Zhang, Hongkai Xiong, Weiyao Lin, Qi Tian

IEEE Trans. Circuits Syst. Video Technol., 2019

Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting.

Botao Wang, Junni Zou, Yong Li, Kuanyu Ju, Hongkai Xiong, Yuan F. Zheng

IEEE Trans. Circuits Syst. Video Technol., 2019

Joint Pricing and Cache Placement for Video Caching: A Game Theoretic Approach.

Junni Zou, Chenglin Li, Congcong Zhai, Hongkai Xiong, Eckehard G. Steinbach

IEEE J. Sel. Areas Commun., 2019

FLAT: Few-Shot Learning via Autoencoding Transformation Regularizers.

Haohang Xu, Hongkai Xiong, Guojun Qi

CoRR, 2019

AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups.

Feng Lin, Haohang Xu, Houqiang Li, Hongkai Xiong, Guo-Jun Qi

CoRR, 2019

PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search.

Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong

CoRR, 2019

iPool - Information-based Pooling in Hierarchical Graph Neural Networks.

Xing Gao, Hongkai Xiong, Pascal Frossard

CoRR, 2019

Group Re-Identification with Multi-grained Matching and Integration.

Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei

CoRR, 2019

Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Size.

Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong

CoRR, 2019

Det2Seg: A Two-Stage Approach for Road Object Segmentation from 3D Point Clouds.

Chen Zuo, Wei Zhang, Lingxi Xie, Qi Tian, Hongkai Xiong

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach.

Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Transcoding-Enabled Edge Caching and Delivery for Tile-Based Adaptive 360-Degree Video Streaming.

Qiaoyu Lu, Chenglin Li, Junni Zou, Kexin Tang, Qi Wang, Hongkai Xiong

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Feature Map Alignment: Towards Efficient Design of Mixed-precision Quantization Scheme.

Yukun Bao, Yuhui Xu, Hongkai Xiong

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Trained Rank Pruning for Efficient Deep Neural Networks.

Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

Single and Sequential Viewports Prediction for 360-Degree Video Streaming.

Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Graph-Based Descriptor Learning for Non-Rigid 3D Shapes.

Yuehan Xiong, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

A Multimodal Lossless Coding Method for Skeletons in Videos.

Xiaoyi He, Mingzhou Liu, Weiyao Lin, Xintong Han, Yanmin Zhu, Hongtao Lu, Hongkai Xiong

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Adaptive Hard Example Mining for Image Captioning.

Yongzhuang Wang, Yangmei Shen, Hongkai Xiong, Weiyao Lin

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming.

Nuowen Kan, Chengming Liu, Junni Zou, Chenglin Li, Hongkai Xiong

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Integral Object Mining via Online Attention Accumulation.

Peng-Tao Jiang, Qibin Hou, Yang Cao, Ming-Ming Cheng, Yunchao Wei, Hongkai Xiong

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming.

Nuowen Kan, Junni Zou, Kexin Tang, Chenglin Li, Ning Liu, Hongkai Xiong

Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Neural Network-Based Algorithm Approximation via Multivariate Polynomial Regression.

Chunmiao Liu, Bowen Shi, Chenglin Li, Junni Zou, Yingqi Chen, Hongkai Xiong

Proceedings of the 2019 IEEE Global Communications Conference, 2019

DNQ: Dynamic Network Quantization.

Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong

Proceedings of the Data Compression Conference, 2019

Lossy Image Compression with Filter Bank Based Convolutional Networks.

Shaohui Li, Ziyang Zheng, Wenrui Dai, Hongkai Xiong

Proceedings of the Data Compression Conference, 2019

MSGCNN: Multi-scale Graph Convolutional Neural Network for Point Cloud Segmentation.

Mingxing Xu, Wenrui Dai, Yangmei Shen, Hongkai Xiong

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2018

Fully Decomposable Compressive Sampling With Joint Optimization for Multidimensional Sparse Representation.

Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Yuan F. Zheng

IEEE Trans. Signal Process., 2018

Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast Over Wireless Networks.

Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu

IEEE Trans. Multim., 2018

QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming.

Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard

IEEE Trans. Multim., 2018

Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming.

Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard

IEEE Trans. Circuits Syst. Video Technol., 2018

Trained Rank Pruning for Efficient Deep Neural Networks.

Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong

CoRR, 2018

Compressed Sensing via a Deep Convolutional Auto-encoder.

Hao Wu, Ziyang Zheng, Yong Li, Wenrui Dai, Hongkai Xiong

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Structurally Constrained Correlation Transfer for Zero-shot Learning.

Yu Chen, Yuehan Xiong, Xing Gao, Hongkai Xiong

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Multi-scale Spatiotemporal Information Fusion Network for Video Action Recognition.

Yutong Cai, Weiyao Lin, John See, Ming-Ming Cheng, Guangcan Liu, Hongkai Xiong

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Pedestrian Detection with a Directly-Cascaded Deconvolution-Convolution Structure.

Zhiming Chen, Xintong Han, Weiyao Lin, Ming-Ming Cheng, Guangcan Liu, Hongkai Xiong

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Group Re-Identification: Leveraging and Integrating Multi-Grain Information.

Hao Xiao, Weiyao Lin, Bin Sheng, Ke Lu, Junchi Yan, Jingdong Wang, Errui Ding, Yihao Zhang, Hongkai Xiong

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Unsupervised Representation Learning with Prior-Free and Adversarial Mechanism Embedded Autoencoders.

Xing Gao, Hongkai Xiong

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Structured Semantic Representation for Visual Question Answering.

Dongchen Yu, Xing Gao, Hongkai Xiong

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming.

Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Zigzag Learning for Weakly Supervised Object Detection.

Xiaopeng Zhang, Jiashi Feng, Hongkai Xiong, Qi Tian

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Neural Network Compression With Single and Multiple Level Quantization.

Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion.

Weiyao Lin, Chongyang Zhang, Ke Lu, Bin Sheng, Jianxin Wu, Bingbing Ni, Xin Liu, Hongkai Xiong

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Structured Sparse Representation With Union of Data-Driven Linear and Multilinear Subspaces Model for Compressive Video Sampling.

Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng

IEEE Trans. Signal Process., 2017

Picking Neural Activations for Fine-Grained Recognition.

Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, Qi Tian

IEEE Trans. Multim., 2017

Multiple Semantic Matching on Augmented N-Partite Graph for Object Co-Segmentation.

Chuan Wang, Hua Zhang, Liang Yang, Xiaochun Cao, Hongkai Xiong

IEEE Trans. Image Process., 2017

Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding.

Wenrui Dai, Yangmei Shen, Hongkai Xiong, Xiaoqian Jiang, Junni Zou, David Taubman

IEEE Trans. Image Process., 2017

Transductive Video Segmentation on Tree-Structured Model.

Botao Wang, Zhihui Fu, Hongkai Xiong, Yuan F. Zheng

IEEE Trans. Circuits Syst. Video Technol., 2017

Towards human-like and transhuman perception in AI 2.0: a review.

Yonghong Tian, Xilin Chen, Hongkai Xiong, Hong-Liang Li, Li-Rong Dai, Jing Chen, Junliang Xing, Jing Chen, Xihong Wu, Weiming Hu, Yu Hu, Tiejun Huang, Wen Gao

Frontiers Inf. Technol. Electron. Eng., 2017

Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion.

Weiyao Lin, Yang Mi, Jianxin Wu, Ke Lu, Hongkai Xiong

CoRR, 2017

Ensemble of Part Detectors for Simultaneous Classification and Localization.

Xiaopeng Zhang, Hongkai Xiong, Weiyao Lin, Qi Tian

CoRR, 2017

Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks.

Kexin Tang, Chenglin Li, Hongkai Xiong, Junni Zou, Pascal Frossard

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Deep Face Recognition Using Adaptively-Weighted Verification Loss Function.

Fan Qiu, Weiyao Lin, Xin Liu, Haoyang Yu, Hongkai Xiong

Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Multiscale dictionary learning for hierarchical sparse representation.

Yangmei Shen, Hongkai Xiong, Wenrui Dai

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Webly-supervised visual concept learning with cardinality guided instance mining and clustered multitask refinement.

Saijie Ni, Xiaopeng Zhang, Botao Wang, Hongkai Xiong

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Extended conjugate polar fourier transforminconvolution network.

Can Xu, Wenrui Dai, Hongkai Xiong

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Neural Image Caption Generation with Global Feature Based Attention Scheme.

Yongzhuang Wang, Hongkai Xiong

Proceedings of the Image and Graphics - 9th International Conference, 2017

Optimal decentralized coded caching for heterogeneous files.

Han Cheng, Chenglin Li, Hongkai Xiong, Pascal Frossard

Proceedings of the 25th European Signal Processing Conference, 2017

Nonconvex Optimization with Alternating Direction Method of Multipliers for Tensor-Based Compressed Sensing with Group Sparsity.

Yong Li, Wenrui Dai, Hongkai Xiong

Proceedings of the 2017 Data Compression Conference, 2017

Complementary Contextual Models with FM-Index for DNA Compression.

Wenjing Fan, Wenrui Dai, Yong Li, Hongkai Xiong

Proceedings of the 2017 Data Compression Conference, 2017

2016

Joint Inference of Objects and Scenes With Efficient Learning of Text-Object-Scene Relations.

Botao Wang, Dahua Lin, Hongkai Xiong, Yuan F. Zheng

IEEE Trans. Multim., 2016

Multitask Learning of Compact Semantic Codebooks for Context-Aware Scene Modeling.

Botao Wang, Hongkai Xiong, Weiyao Lin, Junni Zou, Yuan F. Zheng

IEEE Trans. Image Process., 2016

Sparse Representation With Spatio-Temporal Online Dictionary Learning for Promising Video Coding.

Wenrui Dai, Yangmei Shen, Xin Tang, Junni Zou, Hongkai Xiong, Chang Wen Chen

IEEE Trans. Image Process., 2016

Fused One-vs-All Features With Semantic Alignments for Fine-Grained Visual Categorization.

Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Qi Tian

IEEE Trans. Image Process., 2016

基于社会计算和深度学习的社交网络特定内容监控 (Specific Content Monitoring on Social Networks Based on Social Computing and Deep Learning).

Xiaochun Cao, Lihua Jing, Rui Wang, Rui Zhang, Zhenjiang Dong, Hongkai Xiong

计算机科学, 2016

VERTIcal Grid lOgistic regression (VERTIGO).

Yong Li, Xiaoqian Jiang, Shuang Wang, Hongkai Xiong, Lucila Ohno-Machado

J. Am. Medical Informatics Assoc., 2016

HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS.

Shuang Wang, Yuchen Zhang, Wenrui Dai, Kristin E. Lauter, Miran Kim, Yuzhe Richard Tang, Hongkai Xiong, Xiaoqian Jiang

Bioinform., 2016

Complexity constrained representation selection for dynamic adaptive streaming.

Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong, Junni Zou

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Distributed wireless video caching placement for dynamic adaptive streaming.

Chenglin Li, Pascal Frossard, Hongkai Xiong, Junni Zou

Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016

Layer-wise supervised neural network for face alignment with multi-task regularization.

Saijie Ni, Botao Wang, Hongkai Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Kernelized learning in deep scattering convolution networks.

Yuehan Xiong, Can Xu, Hongkai Xiong

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

A cost minimization with light field in scene depth MAP estimation.

Yuchen Zhang, Hongkai Xiong

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Joint source-channel rate control for multiview video streaming over erasure channels.

Weiliang Xu, Junni Zou, Hongkai Xiong

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A hybrid wavelet convolution network with sparse-coding for image super-resolution.

Xing Gao, Hongkai Xiong

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Compressed Video Coding with Multi-Kernel Gaussian Process Regression.

Jieyu Tian, Yong Li, Hongkai Xiong

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

Revertible deep convolutional networks with iterated directional filter bank.

Can Xu, Hongkai Xiong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Depth propagation with tensor voting for 2D-to-3D video conversion.

Kuanyu Ju, Yong Li, Hongkai Xiong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Compressive Tensor Sampling with Structured Sparsity.

Yong Li, Wenrui Dai, Hongkai Xiong

Proceedings of the 2016 Data Compression Conference, 2016

Picking Deep Filter Responses for Fine-Grained Image Recognition.

Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, Qi Tian

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Depth map estimation with 4D light fields using confocal stereo.

Qi Chen, Yuchen Zhang, Xiaochun Cao, Yunfei Zhang, Hongkai Xiong

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015

FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption.

Yuchen Zhang, Wenrui Dai, Xiaoqian Jiang, Hongkai Xiong, Shuang Wang

BMC Medical Informatics Decis. Mak., December, 2015

Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks.

Junni Zou, Qiong Wu, Hongkai Xiong, Chang Wen Chen

IEEE Trans. Signal Process., 2015

Generalized Context Modeling With Multi-Directional Structuring and MDL-Based Model Selection for Heterogeneous Data Compression.

Wenrui Dai, Hongkai Xiong, Jia Wang, Samuel Cheng, Yuan F. Zheng

IEEE Trans. Signal Process., 2015

Delay-Rate-Distortion Optimized Rate Control for End-to-End Video Communication Over Wireless Channels.

Chenglin Li, Hongkai Xiong, Dapeng Wu

IEEE Trans. Circuits Syst. Video Technol., 2015

Structure-aware priority belief propagation for depth estimation.

Kuanyu Ju, Botao Wang, Hongkai Xiong

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Interactive multiview video scheduling through bargaining.

Weiliang Xu, Junni Zou, Hongkai Xiong

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Transductive video co-segmentation on the temporal trees.

Zhihui Fu, Botao Wang, Hongkai Xiong

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Progressive Dictionary Learning with Hierarchical Structure for Scalable Video Coding.

Xin Tang, Wenrui Dai, Hongkai Xiong

Proceedings of the 2015 Data Compression Conference, 2015

Adaptive Submodular Dictionary Selection for Sparse Representation Modeling with Application to Image Super-Resolution.

Yangmei Shen, Wenrui Dai, Hongkai Xiong

Proceedings of the 2015 Data Compression Conference, 2015

Subspace Learning with Structured Sparsity for Compressive Video Sampling.

Yong Li, Wenrui Dai, Hongkai Xiong

Proceedings of the 2015 Data Compression Conference, 2015

Bi-Directional Context Modeling with Combinatorial Structuring for Genome Sequence Compression.

Wenrui Dai, Hongkai Xiong

Proceedings of the 2015 Data Compression Conference, 2015

Structure-Based Learning in Sampling, Representation and Analysis for Multimedia Big Data.

Hongkai Xiong

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014

Joint Spectrum and Power Auction With Multiauctioneer and Multibidder in Coded Cooperative Cognitive Radio Networks.

Junni Zou, Qiong Wu, Hongkai Xiong, Chang Wen Chen

IEEE Trans. Wirel. Commun., 2014

Data-Driven Hierarchical Structure Kernel for Multiscale Part-Based Object Recognition.

Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Yuan F. Zheng

IEEE Trans. Image Process., 2014

Large Discriminative Structured Set Prediction Modeling With Max-Margin Markov Network for Lossless Image Coding.

Wenrui Dai, Hongkai Xiong, Jia Wang, Yuan F. Zheng

IEEE Trans. Image Process., 2014

Delay - Power-Rate-Distortion Model for Wireless Video Communication Under Delay and Energy Constraints.

Chenglin Li, Dapeng Wu, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2014

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads.

Pinghao Li, Xiaoqian Jiang, Shuang Wang, Jihoon Kim, Hongkai Xiong, Lucila Ohno-Machado

J. Am. Medical Informatics Assoc., 2014

Recent Advances in Wireless Visual Sensor Networks.

Hong-Hsu Yen, Hongkai Xiong, Ivan Lee

Int. J. Distributed Sens. Networks, 2014

Deformable Shape Preserving Video Retargeting With Salient Curve Matching.

Botao Wang, Hongkai Xiong, Zhiquan Ren, Chang Wen Chen

IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

Spatio-temporal coherence for 3-D view synthesis with curve-based disparity warping.

Hao Wang, Xiaopeng Zhang, Hongkai Xiong

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Fused one-vs-all mid-level features for fine-grained visual categorization.

Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Qi Tian

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Dynamic rate allocation and opportunistic routing for scalable video multirate multicast over time-varying wireless networks.

Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Oliver Wu

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Delay-rate-distortion optimized rate control for wireless video communication.

Chenglin Li, Hongkai Xiong, Dapeng Oliver Wu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Figure/ground video segmentation using greedy transductive cosegmentation.

Zhihui Fu, Hongkai Xiong

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Flow Optimization for Scalable Multi-view Video over Wireless Network.

Yang Yang, Junni Zou, Hongkai Xiong

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Bandwidth Allocation for Video Streaming over Peer-to-Peer Networks with Nash Bargaining.

Liping Liu, Junni Zou, Hongkai Xiong

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Multiscale Edge Coding and Adaptive Lifting for Depth Maps Coding in 3-D Video.

Xiaopeng Zhang, Hongkai Xiong

Proceedings of the Data Compression Conference, 2014

Multiscale Online Dictionary Learning for Quality Scalable Video Coding.

Xin Tang, Hongkai Xiong, Xiaoqian Jiang

Proceedings of the Data Compression Conference, 2014

Embedded Transform Coding Based Lossless Compression in Compressive Spectral Imaging with Coded Aperture.

Pinghao Li, Hongkai Xiong, Henry Arguello, Gonzalo R. Arce

Proceedings of the Data Compression Conference, 2014

Union of Data-Driven Subspaces via Subspace Clustering for Compressive Video Sampling.

Yong Li, Hongkai Xiong

Proceedings of the Data Compression Conference, 2014

Gaussian Process Regression Based Prediction for Lossless Image Coding.

Wenrui Dai, Hongkai Xiong

Proceedings of the Data Compression Conference, 2014

Regional context model and dynamic Huffman binarization for adaptive entropy coding of multimedia.

Jiangming Wu, Wenrui Dai, Hongkai Xiong

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2013

Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks.

Junni Zou, Hongkai Xiong, Dawei Wang, Chang Wen Chen

IEEE Trans. Veh. Technol., 2013

A Structured Learning-Based Graph Matching Method for Tracking Dynamic Multiple Objects.

Hongkai Xiong, Dayu Zheng, Qingxiang Zhu, Botao Wang, Yuan F. Zheng

IEEE Trans. Circuits Syst. Video Technol., 2013

Sparse Spatio-Temporal Representation With Adaptive Regularized Dictionary Learning for Low Bit-Rate Video Coding.

Hongkai Xiong, Zhiming Pan, Xinwei Ye, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2013

Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding.

Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2013

Compressive video sampling from a union of data-driven subspaces.

Yong Li, Hongkai Xiong, Xinwei Ye

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Visual preserving video retargeting with deformable shape consistency.

Zhiquan Ren, Botao Wang, Yuchen Zhang, Hongkai Xiong

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Illumination compensation via low rank matrix completion for multiview video coding.

Xiaopeng Zhang, Hongkai Xiong

Proceedings of the IEEE International Conference on Image Processing, 2013

Genome Sequence Compression with Distributed Source Coding.

Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado

Proceedings of the 2013 Data Compression Conference, 2013

STOL: Spatio-Temporal Online Dictionary Learning for Low Bit-Rate Video Coding.

Xin Tang, Hongkai Xiong

Proceedings of the 2013 Data Compression Conference, 2013

An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression.

Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Lucila Ohno-Machado

Proceedings of the 2013 Data Compression Conference, 2013

Delay-power-rate-distortion model for H.264 video coding.

Chenglin Li, Dapeng Wu, Hongkai Xiong

Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

Strip based media retargeting via combing multi-operators.

Hao Wu, Jia Wang, Hongkai Xiong

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

A scalable depth coding with arc breakpoints based synthesis in 3-D video.

Xiaopeng Zhang, Junni Zou, Xiao Gu, Hongkai Xiong

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012

Distributed Robust Optimization for Scalable Video Multirate Multicast Over Wireless Networks.

Chenglin Li, Hongkai Xiong, Junni Zou, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2012

3D tubular structure extraction using kernel-based superellipsoid model with Gaussian process regression.

Qingxiang Zhu, Dayu Zheng, Hongkai Xiong

Proceedings of the 2012 Visual Communications and Image Processing, 2012

Shape-oriented segmentation with graph matching corroboration for silhouette tracking.

Qingxiang Zhu, Hongkai Xiong, Xiaoqian Jiang

Proceedings of the 2012 Visual Communications and Image Processing, 2012

Optimization of variational methods via motion-based weight selection and keypoint matching.

Botao Wang, Qingxiang Zhu, Hongkai Xiong

Proceedings of the 2012 Visual Communications and Image Processing, 2012

Optimal intra coding of HEVC by structured set prediction mode with discriminative learning.

Wenrui Dai, Hongkai Xiong

Proceedings of the 2012 Visual Communications and Image Processing, 2012

Discriminative structured set prediction modeling with max-margin Markov network for optimal lossless image coding.

Wenrui Dai, Hongkai Xiong

Proceedings of the 2012 Visual Communications and Image Processing, 2012

A novel Slepian-Wolf decoding algorithm exploiting geometric regularity constraints with anisotropic MRF modeling.

Yongsheng Zhang, Hongkai Xiong, Chang Wen Chen

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Semi-supervised object recognition using structure kernel.

Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Fan Ling

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Pulmonary Blood Vessels and Nodules Segmentation via Vessel Energy Function and Radius-Variable Sphere Model.

Qingxiang Zhu, Hongkai Xiong, Xiaoqian Jiang

Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Privacy-Preserving Biometric System for Secure Fingerprint Authentication.

Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, Samuel Cheng, Hongkai Xiong

Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Optimal Spatio-Temporal Projections with Holo-Kronecker Compressive Sensing of Video Acquisition.

Xinwei Ye, Hongkai Xiong

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

Sparse Spatio-Temporal Representation with Adaptive Regularized Dictionaries for Super-Resolution Based Video Coding.

Zhiming Pan, Hongkai Xiong

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

2011

Lifetime and Distortion Optimization With Joint Source/Channel Rate Adaptation and Network Coding-Based Error Control in Wireless Video Sensor Networks.

Junni Zou, Hongkai Xiong, Chenglin Li, Ruifeng Zhang, Zhihai He

IEEE Trans. Veh. Technol., 2011

Prioritized Flow Optimization With Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting.

Junni Zou, Hongkai Xiong, Chenglin Li, Li Song, Zhihai He, Tsuhan Chen

IEEE Trans. Circuits Syst. Video Technol., 2011

Reconstruction for Distributed Video Coding: A Context-Adaptive Markov Random Field Approach.

Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2011

An Error Resilient Video Coding Scheme Using Embedded Wyner-Ziv Description With Decoder Side Non-Stationary Distortion Modeling.

Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2011

Scalable Video Compression Framework With Adaptive Orientational Multiresolution Transform and Nonuniform Directional Filterbank Design.

Hongkai Xiong, Lingchen Zhu, Nannan Ma, Yuan F. Zheng

IEEE Trans. Circuits Syst. Video Technol., 2011

Priority Belief Propagation-Based Inpainting Prediction With Tensor Voting Projected Structure in Video Compression.

Hongkai Xiong, Yang Xu, Yuan F. Zheng, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2011

Joint Coding/Routing Optimization for Distributed Video Sources in Wireless Visual Sensor Networks.

Chenglin Li, Junni Zou, Hongkai Xiong, Chang Wen Chen

IEEE Trans. Circuits Syst. Video Technol., 2011

Joint Source and Flow Optimization for Scalable Video Multirate Multicast Over Hybrid Wired/Wireless Coded Networks.

Chenglin Li, Hongkai Xiong, Junni Zou, Zhihai He

IEEE Trans. Circuits Syst. Video Technol., 2011

Conditional random field based side-information fusion for distributed multi-view video coding.

Yongsheng Zhang, Hongkai Xiong, Hao Wang, Chang Wen Chen

Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Accelerate TV-L1 optical flow with edge-based image decomposition and its implementation on mobile phone.

Botao Wang, Qingxiang Zhu, Hongkai Xiong, Chuanfei Luo

Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia, 2011

Super-resolution reconstruction with prior manifold on primitive patches for video compression.

Jingtao Chen, Hongkai Xiong

Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

A learning-based video compression on low-quality data by unscented kalman filters with Gaussian process regression.

Hongkai Xiong, Zhe Yuan, Yuan F. Zheng

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

A structured learning-based graph matching for dynamic multiple object tracking.

Dayu Zheng, Hongkai Xiong, Yuan F. Zheng

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Optimal Layered Multicast with Source Rate Adaption in Two-Level Hierarchical Overlay Networks.

Junni Zou, Leyang Li, Hongkai Xiong

Proceedings of IEEE International Conference on Communications, 2011

Correlated Data Gathering on Dynamic Network Coding Policy and Opportunistic Routing in Wireless Sensor Network.

Chong Tan, Junni Zou, Min Wang, Hongkai Xiong

Proceedings of IEEE International Conference on Communications, 2011

Global Correlated Data Gathering in Wireless Sensor Networks with Compressive Sensing and Randomized Gossiping.

Yifeng Li, Junni Zou, Hongkai Xiong

Proceedings of the Global Communications Conference, 2011

Iterative Thresholding-Based Sparse Directional Representation for Efficient Low Bit-Rate Embedded Video Coding.

Lingchen Zhu, Hongkai Xiong

Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

Inferring BP Priority Order Using 5D Tensor Voting for Inpainting-Based Macroblock Prediction.

Yang Xu, Hongkai Xiong, Yuan F. Zheng

Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

Bitwise Structured Prediction Model for Lossless Image Coding.

Wenrui Dai, Hongkai Xiong

Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010

Reconstruction for distributed video coding: a Markov random field approach with context-adaptive smoothness prior.

Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu

Proceedings of the Visual Communications and Image Processing 2010, 2010

Bandwidth auction for SVC streaming in dynamic multi-overlay.

Yanting Xiong, Junni Zou, Hongkai Xiong

Proceedings of the Visual Communications and Image Processing 2010, 2010

Image super-resolution with sparse representation prior on primitive patches.

Haifeng Li, Hongkai Xiong, Liang Qian

Proceedings of the Visual Communications and Image Processing 2010, 2010

Optimization on rate allocation and distortion control for scalable video coding multicast networks.

Lu Jiang, Junni Zou, Hongkai Xiong

Proceedings of the Visual Communications and Image Processing 2010, 2010

Scalable video compression framework with adaptive multiresolution directional filter bank design.

Lingchen Zhu, Hongkai Xiong

Proceedings of the Picture Coding Symposium, 2010

Advanced inpainting-based macroblock prediction with regularized structure propagation in video compression.

Yang Xu, Hongkai Xiong

Proceedings of the Picture Coding Symposium, 2010

Optimized inpainting-based macroblock prediction in video compression.

Yang Xu, Hongkai Xiong

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Modeling and Optimization of Network Lifetime in Wireless Video Sensor Networks.

Junni Zou, Chong Tan, Ruifeng Zhang, Hongkai Xiong

Proceedings of IEEE International Conference on Communications, 2010

A Unified QoS Optimization for Scalable Video Multirate Multicast over Hybrid Coded Network.

Chen Li, Hongkai Xiong, Junni Zou, Tsuhan Chen

Proceedings of IEEE International Conference on Communications, 2010

A generic video coding framework based on anisotropic diffusion and spatio-temporal completion.

Zhe Yuan, Hongkai Xiong, Yuan F. Zheng

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Subgraphs Matching-Based Side Information Generation for Distributed Multiview Video Coding.

Hongkai Xiong, Hui Lv, Yongsheng Zhang, Li Song, Zhihai He, Tsuhan Chen

EURASIP J. Adv. Signal Process., 2009

A Learning-Based Framework for Low Bit-Rate Image and Video Coding.

Hongkai Xiong, Zhe Yuan, Yang Xu

Proceedings of the Advances in Multimedia Information Processing, 2009

Receiver-driven layered overlay multicast for scalable video streaming.

Junni Zou, Min Wang, Leyang Li, Hongkai Xiong

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Equilibrium modeling for 3D curvilinear structure tracking of confocal microscopy images.

Yang Zhao, Hongkai Xiong, Kai Zhang, Xiaobo Zhou

Proceedings of the International Conference on Image Processing, 2009

Spatial non-stationary correlation noise modeling for Wyner-Ziv error resilience video coding.

Yongsheng Zhang, Hongkai Xiong, Li Song, Songyu Yu

Proceedings of the International Conference on Image Processing, 2009

Prioritized Flow Optimization with Generalized Routing for Scalable Multirate Multicasting.

Junni Zou, Hongkai Xiong, Li Song, Zhihai He, Tsuhan Chen

Proceedings of IEEE International Conference on Communications, 2009

Graph Matching Based Side Information Generation for Distributed Multi-View Video Coding.

Hui Lv, Hongkai Xiong, Li Song, Zhihai He, Tsuhan Chen

Proceedings of IEEE International Conference on Communications, 2009

Generic video coding with abstraction and detail completion.

Zhe Yuan, Hongkai Xiong, Li Song, Yuan F. Zheng

Proceedings of the IEEE International Conference on Acoustics, 2009

Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks.

Chenglin Li, Junni Zou, Hongkai Xiong, Yongsheng Zhang

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

A Cross-Resolution Leaky Prediction Scheme for In-Band Wavelet Video Coding With Spatial Scalability.

Dongdong Zhang, Wenjun Zhang, Jizheng Xu, Feng Wu, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2008

2-D dual multiresolution decomposition through NUDFB and its application.

Nannan Ma, Hongkai Xiong, Li Song

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Redundant multiscale structure coding for error resilient video completion.

Lei Yang, Hongkai Xiong

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Side information generation with constrained relaxation for distributed multi-view video coding.

Hui Lv, Hongkai Xiong, Yongsheng Zhang, Zhihai He

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

On Non-sequential Context Modeling with Application to Executable Data Compression.

Wenrui Dai, Hongkai Xiong, Li Song

Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007

Monitoring and Troubleshooting in Operational IP-TV System.

Chuanfei Luo, Jun Sun, Hongkai Xiong

IEEE Trans. Broadcast., 2007

A Novel Coarse-to-Fine Adaptation Segmentation Approach for Cellular Image Analysis.

Kai Zhang, Hongkai Xiong, Lei Yang, Xiaobo Zhou

Proceedings of the Advances in Multimedia Modeling, 2007

A Source-Driven Error Recovery Scheme using Wyner-Ziv Coding.

Yongsheng Zhang, Hongkai Xiong, Songyu Yu, Hui Lv

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A 3D Self-Adjust Region Growing Method for Axon Extraction.

Kai Zhang, Hongkai Xiong, Xiaobo Zhou, Stephen T. C. Wong

Proceedings of the International Conference on Image Processing, 2007

Incorporating Primal Sketch Based Learning Into Low Bit-Rate Image Compression.

Yang Li, Xiaoyan Sun, Hongkai Xiong, Feng Wu

Proceedings of the International Conference on Image Processing, 2007

Cross-Layer Frame Discarding for Cellular Video Coding.

Chongyang Zhang, Songyu Yu, Hua Yang, Hongkai Xiong

Proceedings of the IEEE International Conference on Acoustics, 2007

Graph Theory Application in Cell Nuleus Segmentation, Tracking and Identification.

Lelin Zhang, Hongkai Xiong, Kai Zhang, Xiaobo Zhou

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

A Simulation-Based 3D Axon Axis Extraction in Confocal Fluorescence Microscopy Images.

Kai Zhang, Hongkai Xiong, Xiaobo Zhou

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

Transmission Distortion Analysis for Real-Time Video Encoding and Streaming Over Wireless Networks.

Zhihai He, Hongkai Xiong

IEEE Trans. Circuits Syst. Video Technol., 2006

A Priority-Based Packet Scheduling Architecture for Integrated Services Networks.

Junni Zou, Hongkai Xiong, Rujian Lin

IEICE Trans. Commun., 2006

Image compression with structure-aware inpainting.

Chen Wang, Xiaoyan Sun, Feng Wu, Hongkai Xiong

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A New Deblocking Algorithm Based on Adjusted Contourlet Transform.

Haohao Song, Songyu Yu, Chen Wang, Li Song, Hongkai Xiong

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Context-Based Error Detection Strategy into H.264/AVC CABAC.

Yang Li, Hongkai Xiong, Li Song, Songyu Yu

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005

A joint rate control scheme for H.264 encoding of multiple video sequences.

Jing Yang, Xiangzhong Fang, Hongkai Xiong

IEEE Trans. Consumer Electron., 2005

Rate control for real-time video network transmission on end-to-end rate-distortion and application-oriented QoS.

Hongkai Xiong, Jun Sun, Songyu Yu, Jun Zhou, Chuan Chen

IEEE Trans. Broadcast., 2005

Design and Implementation of an End-to-End System for DTV Multicasting to Home Over Broadband IP Access Network.

Chuanfei Luo, Jun Sun, Hongkai Xiong

IEEE Trans. Broadcast., 2005

Network TV Broadcasting with Multi-Programs on Application-Oriented QoS.

Hongkai Xiong, Junni Zou, Songyu Yu, Jun Sun

IEICE Trans. Commun., 2005

Contourlet Image Coding Based on Adjusted SPIHT.

Haohao Song, Songyu Yu, Li Song, Hongkai Xiong

Proceedings of the Advances in Multimedia Information Processing, 2005

An Improved Update Operator for H.264 Scalable Extension.

Yihua Chen, Jizheng Xu, Feng Wu, Hongkai Xiong

Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Joint Rate Control for Multiple Sequences coding based on H.264 standard.

Jing Yang, Xiangzhong Fang, Hongkai Xiong

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Adaptive predict based on fading compensation for lifting-based motion compensated temporal filtering.

Li Song, Hongkai Xiong, Jizheng Xu, Feng Wu, Hui Su

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Transmission distortion modeling for wireless video communication.

Janak U. Dani, Zhihai He, Hongkai Xiong

Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

A Study on Motion Prediction and Coding for In-Band Motion Compensated Temporal Filtering.

Dongdong Zhang, Wenjun Zhang, Li Song, Hongkai Xiong

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

An error resilience scheme on an end-to-end distortion analysis for video transmission over Internet.

Hongkai Xiong, Songyu Yu, Jun Sun, Jun Zhou, Chuan Chen

IEEE Trans. Consumer Electron., 2004

Design and implementation of multiplexing rate control in broadband access network TV transmission system.

Hongkai Xiong, Jun Sun, Songyu Yu, Chuanfei Luo, Jun Zhou

IEEE Trans. Consumer Electron., 2004

2003

An error spreading scheme for video streaming over the Internet.

Lianji Cheng, Wenjun Zhang, Hongkai Xiong

IEEE Trans. Consumer Electron., 2003

2002

Implementation of digital HDTV encoder with parallel sub-picture encoding modules and its joint bit-allocation strategy.

Hongkai Xiong, Songyu Yu, Wei Ye

IEEE Trans. Consumer Electron., 2002