| 2026 | DCC | Error-Resilient Learned Video Compression with Channel Importance-Aware Redundancy Allocation. | Hao Dong, Nuowen Kan, Wenrui Dai, Shaohui Li, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2026 | DCC | Pushing Bit-Width Limits in LLM Quantization with Saliency-Guided Mix-Precision Allocation and Learnable Affine Transformation. | Shuoyu Ma, Wenrui Dai, Maida Cao, Shaohui Li, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2026 | ISIT | Resilient Distributed Joint Source-Channel Coding with Non-Stationary Side Information. | Kangning Ma, Shuo Shao, Jincheng Dai, Zhou Zhong, Wenrui Dai, Hongkai Xiong |
| 2025 | CVPR | HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation. | Hongwei Zheng, Han Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | CVPR | IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner. | Yuyang Huang, Yabo Chen, Li Ding, Xiaopeng Zhang, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian |
| 2025 | CVPR | Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning. | Shouhang Zhu, Chenglin Li, Yuankun Jiang, Li Wei, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2025 | ECAI | GLEAM: Parameter-Efficient Transfer Learning via Global Share Local Transform Mixture-of-Experts. | Jiarui Zhang, Yue Xin, Yaoming Wang, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICASSP | Point Cloud Resampling With Learnable Heat Diffusion. | Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICCV | METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models. | Yuchen Liu, Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian |
| 2025 | ICLR | On Disentangled Training for Nonlinear Transform in Learned Image Compression. | Han Li, Shaohui Li, Wenrui Dai, Maida Cao, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ICML | LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation. | Li Ding, Hao Zhang, Wenrui Dai, Chenglin Li, Weijia Lu, Zhifei Yang, Xiaodong Zhang, Xiaofeng Ma, Junni Zou, Hongkai Xiong |
| 2025 | ICML | FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates. | Xinyi Lu, Hao Zhang, Chenglin Li, Weijia Lu, Zhifei Yang, Wenrui Dai, Xiaodong Zhang, Xiaofeng Ma, Can Zhang, Junni Zou, Hongkai Xiong |
| 2025 | ICML | Noise Conditional Variational Score Distillation. | Xinyu Peng, Ziyang Zheng, Yaoming Wang, Han Li, Nuowen Kan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | ISCAS | Fourier Phase Retrieval With Diffusion Priors Guided by Failure Detection. | Duoduo Xue, Wenrui Dai, Ziyang Zheng, Xinyu Peng, Junni Zou, Hongkai Xiong |
| 2025 | VCIP | Learning to Optimize Low-Latency Live Streaming from Expertise: An Offline Meta-Reinforcement Learning Approach. | Yuhui Du, Nuowen Kan, Chenglin Li, Junni Zou, Ziyang Zheng, Shaohui Li, Wenrui Dai, Qingli Li, Hongkai Xiong |
| 2025 | VCIP | Efficient Conditional Entropy Coding for Learned Progressive Image and Video Compression. | Haolin Luan, Shuoyu Ma, Shaohui Li, Wenrui Dai, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2025 | VCIP | Parameter-Efficient Cross-Layer Feature Fusion via Chebyshev Polynomial Unit. | Yue Xin, Jiarui Zhang, Ziyang Zheng, Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | DCC | Entropy Relaxed Lattice Vector Quantization for Learned Image Compression. | Maida Cao, Wenrui Dai, Shaohui Li, Han Li, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | DCC | Initialization Seeds Facilitating Neural Network Quantization. | Wen Fei, Li Ding, Yu Pan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ECAI | Adversarially Robust Neural Lyapunov Control. | Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2024 | ECCV | 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 |
| 2024 | ECCV | Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation. | Shuangrui Ding, Rui Qian, Haohang Xu, Dahua Lin, Hongkai Xiong |
| 2024 | ECCV | DomainFusion: Generalizing to Unseen Domains with Latent Diffusion Models. | Yuyang Huang, Yabo Chen, Yuchen Liu, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian |
| 2024 | ECCV | Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation. | Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ECCV | UMG-CLIP: A Unified Multi-granularity Vision Generalist for Open-World Understanding. | Bowen Shi, Peisen Zhao, Zichen Wang, Yuhang Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian, Xiaopeng Zhang |
| 2024 | ECCV | Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-spoofing. | Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICIP | DCCM: Dual Data Consistency Guided Consistency Model for Inverse Problems. | Jiahao Tian, Ziyang Zheng, Xinyu Peng, Yong Li, Wenrui Dai, Hongkai Xiong |
| 2024 | ICLR | Frequency-Aware Transformer for Learned Image Compression. | Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICLR | Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners. | Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian |
| 2024 | ICLR | BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation. | Yaoming Wang, Jin Li, Xiaopeng Zhang, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian |
| 2024 | ICML | AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training. | Li Ding, Wen Fei, Yuyang Huang, Shuangrui Ding, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICML | Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance. | Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2024 | ICML | Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation. | Yaoming Wang, Jin Li, Wenrui Dai, Bowen Shi, Xiaopeng Zhang, Chenglin Li, Hongkai Xiong |
| 2024 | VCIP | Deep Reinforcement Learning-Based Camera Autofocus with Gaussian Process Regression. | Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2023 | AAAI | 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 |
| 2023 | CVPR | 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 |
| 2023 | CVPR | 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 |
| 2023 | DCC | Fully Integerized End-to-End Learned Image Compression. | Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | DCC | Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates. | Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ICASSP | Learning Causal Representations for Generalizable Face Anti Spoofing. | Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ICCV | Towards Unsupervised Domain Generalization for Face Anti-Spoofing. | Yuchen Liu, Yabo Chen, Mengran Gou, Chun-Ting Huang, Yaoming Wang, Wenrui Dai, Hongkai Xiong |
| 2023 | ICCV | Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation. | Shuangrui Ding, Peisen Zhao, Xiaopeng Zhang, Rui Qian, Hongkai Xiong, Qi Tian |
| 2023 | ICIP | Point Cloud Upsampling with Dynamic Graph Scattering Transform. | Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2023 | ICIP | Lightweight Network Towards Real-Time Image Denoising On Mobile Devices. | Zhuoqun Liu, Meiguang Jin, Ying Chen, Huaida Liu, Canqian Yang, Hongkai Xiong |
| 2023 | ICLR | 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 |
| 2023 | ICML | 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 |
| 2023 | ISCAS | 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 |
| 2023 | VCIP | 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 |
| 2023 | VCIP | Learned Progressive Image Compression With Spatial Autoregression. | Wenxin Tian, Shaohui Li, Wenrui Dai, Cewu Lu, Weisheng Hu, Lin Zhang, Junfeng Du, Hongkai Xiong |
| 2022 | BMVC | Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning. | Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2022 | CVPR | 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 |
| 2022 | CVPR | Contrastive Regression for Domain Adaptation on Gaze Estimation. | Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li |
| 2022 | DCC | Entropy Modeling via Gaussian Process Regression for Learned Image Compression. | Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong |
| 2022 | DCC | Video Compression via Inter-frame Chroma Prediction. | Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | DCC | Efficient Decoder for Learned Image Compression via Structured Pruning. | Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | DCC | Graph Dictionary Learning for 3-D Point Cloud Compression. | Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | ECCV | SdAE: Self-distillated Masked Autoencoder. | Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian |
| 2022 | ECCV | 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 |
| 2022 | ECCV | 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 |
| 2022 | ICIP | 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 |
| 2022 | ICLR | Bag of Instances Aggregation Boosts Self-supervised Distillation. | Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian |
| 2022 | ISCAS | Mixed-Precision Quantization of U-Net for Medical Image Segmentation. | Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | ISCAS | Improving Optical Flow Inference for Video Colorization. | Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | ISCAS | Efficient Search for Efficient Architecture. | Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | PCS | Tensor Network-Based Entropy Coding For Learned Image Compression. | Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2022 | PCS | 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 |
| 2022 | VCIP | Weakly Supervised Region-Level Contrastive Learning for Efficient Object Detection. | Yuang Deng, Yuhang Zhang, Wenrui Dai, Xiaopeng Zhang, Hongkai Xiong |
| 2021 | AAAI | Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning. | Feng Lin, Haohang Xu, Houqiang Li, Hongkai Xiong, Guo-Jun Qi |
| 2021 | BMVC | Center-wise Local Image Mixture For Contrastive Representation Learning. | Hao Li, Xiaopeng Zhang, Hongkai Xiong |
| 2021 | BMVC | 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 |
| 2021 | DCC | 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 |
| 2021 | DCC | Compressive Sensing via Unfolded 𝓁 | Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | GLOBECOM | Optimization-based Block Coordinate Gradient Coding. | Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | ICASSP | QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. | Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2021 | ICCV | 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 |
| 2021 | ICIG | Imitating What You Need: An Adaptive Framework for Detector Distillation. | Ruoyu Sun, Hongkai Xiong |
| 2021 | ICIP | Learned Image Compression with Channel-Wise Grouped Context Modeling. | Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2021 | ICML | Monotonic Robust Policy Optimization with Model Discrepancy. | Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2021 | NOSSDAV | 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 |
| 2021 | VCIP | Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network. | Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2020 | CVPR | Rotation Equivariant Graph Convolutional Network for Spherical Image Classification. | Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong |
| 2020 | DCC | 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 |
| 2020 | ICASSP | REV-AE: A Learned Frame Set for Image Reconstruction. | Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong |
| 2020 | ICIP | 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 |
| 2020 | ICLR | 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 |
| 2020 | IJCAI | SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search. | Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2020 | IJCAI | 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 |
| 2020 | ISCAS | FedExg: Federated Learning with Model Exchange. | Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong |
| 2020 | ISCAS | 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 |
| 2020 | VCIP | 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 |
| 2020 | VCIP | Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition. | Hao Li, Xiaopeng Zhang, Qi Tian, Hongkai Xiong |
| 2019 | DCC | Lossy Image Compression with Filter Bank Based Convolutional Networks. | Shaohui Li, Ziyang Zheng, Wenrui Dai, Hongkai Xiong |
| 2019 | DCC | DNQ: Dynamic Network Quantization. | Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong |
| 2019 | GLOBECOM | Deep Neural Network-Based Algorithm Approximation via Multivariate Polynomial Regression. | Chunmiao Liu, Bowen Shi, Chenglin Li, Junni Zou, Yingqi Chen, Hongkai Xiong |
| 2019 | ICASSP | Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming. | Nuowen Kan, Junni Zou, Kexin Tang, Chenglin Li, Ning Liu, Hongkai Xiong |
| 2019 | ICCV | Integral Object Mining via Online Attention Accumulation. | Peng-Tao Jiang, Qibin Hou, Yang Cao, Ming-Ming Cheng, Yunchao Wei, Hongkai Xiong |
| 2019 | ICIP | 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 |
| 2019 | ICIP | Adaptive Hard Example Mining for Image Captioning. | Yongzhuang Wang, Yangmei Shen, Hongkai Xiong, Weiyao Lin |
| 2019 | ISCAS | Graph-Based Descriptor Learning for Non-Rigid 3D Shapes. | Yuehan Xiong, Hongkai Xiong |
| 2019 | ISCAS | Single and Sequential Viewports Prediction for 360-Degree Video Streaming. | Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, Hongkai Xiong |
| 2019 | VCIP | Feature Map Alignment: Towards Efficient Design of Mixed-precision Quantization Scheme. | Yukun Bao, Yuhui Xu, Hongkai Xiong |
| 2019 | VCIP | 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 |
| 2019 | VCIP | 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 |
| 2019 | VCIP | Det2Seg: A Two-Stage Approach for Road Object Segmentation from 3D Point Clouds. | Chen Zuo, Wei Zhang, Lingxi Xie, Qi Tian, Hongkai Xiong |
| 2018 | AAAI | 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 |
| 2018 | AAAI | Deep Neural Network Compression With Single and Multiple Level Quantization. | Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong |
| 2018 | CVPR | Zigzag Learning for Weakly Supervised Object Detection. | Xiaopeng Zhang, Jiashi Feng, Hongkai Xiong, Qi Tian |
| 2018 | ICIP | Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming. | Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong |
| 2018 | ICIP | Structured Semantic Representation for Visual Question Answering. | Dongchen Yu, Xing Gao, Hongkai Xiong |
| 2018 | VCIP | Multi-scale Spatiotemporal Information Fusion Network for Video Action Recognition. | Yutong Cai, Weiyao Lin, John See, Ming-Ming Cheng, Guangcan Liu, Hongkai Xiong |
| 2018 | VCIP | Structurally Constrained Correlation Transfer for Zero-shot Learning. | Yu Chen, Yuehan Xiong, Xing Gao, Hongkai Xiong |
| 2018 | VCIP | Compressed Sensing via a Deep Convolutional Auto-encoder. | Hao Wu, Ziyang Zheng, Yong Li, Wenrui Dai, Hongkai Xiong |
| 2017 | DCC | Complementary Contextual Models with FM-Index for DNA Compression. | Wenjing Fan, Wenrui Dai, Yong Li, Hongkai Xiong |
| 2017 | DCC | Nonconvex Optimization with Alternating Direction Method of Multipliers for Tensor-Based Compressed Sensing with Group Sparsity. | Yong Li, Wenrui Dai, Hongkai Xiong |
| 2017 | ICIG | Neural Image Caption Generation with Global Feature Based Attention Scheme. | Yongzhuang Wang, Hongkai Xiong |
| 2017 | ICIP | Extended conjugate polar fourier transforminconvolution network. | Can Xu, Wenrui Dai, Hongkai Xiong |
| 2017 | MMSP | Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks. | Kexin Tang, Chenglin Li, Hongkai Xiong, Junni Zou, Pascal Frossard |
| 2016 | CVPR | Picking Deep Filter Responses for Fine-Grained Image Recognition. | Xiaopeng Zhang, Hongkai Xiong, Wengang Zhou, Weiyao Lin, Qi Tian |
| 2016 | DCC | Compressive Tensor Sampling with Structured Sparsity. | Yong Li, Wenrui Dai, Hongkai Xiong |
| 2016 | ICASSP | Depth propagation with tensor voting for 2D-to-3D video conversion. | Kuanyu Ju, Yong Li, Hongkai Xiong |
| 2016 | ICASSP | Revertible deep convolutional networks with iterated directional filter bank. | Can Xu, Hongkai Xiong |
| 2016 | ICIP | A hybrid wavelet convolution network with sparse-coding for image super-resolution. | Xing Gao, Hongkai Xiong |
| 2016 | ICIP | Joint source-channel rate control for multiview video streaming over erasure channels. | Weiliang Xu, Junni Zou, Hongkai Xiong |
| 2016 | ICIP | A cost minimization with light field in scene depth MAP estimation. | Yuchen Zhang, Hongkai Xiong |
| 2016 | ISCAS | Layer-wise supervised neural network for face alignment with multi-task regularization. | Saijie Ni, Botao Wang, Hongkai Xiong |
| 2016 | NOSSDAV | Distributed wireless video caching placement for dynamic adaptive streaming. | Chenglin Li, Pascal Frossard, Hongkai Xiong, Junni Zou |
| 2016 | VCIP | Complexity constrained representation selection for dynamic adaptive streaming. | Chenglin Li, Laura Toni, Pascal Frossard, Hongkai Xiong, Junni Zou |
| 2015 | DCC | Bi-Directional Context Modeling with Combinatorial Structuring for Genome Sequence Compression. | Wenrui Dai, Hongkai Xiong |
| 2015 | DCC | Subspace Learning with Structured Sparsity for Compressive Video Sampling. | Yong Li, Wenrui Dai, Hongkai Xiong |
| 2015 | DCC | Adaptive Submodular Dictionary Selection for Sparse Representation Modeling with Application to Image Super-Resolution. | Yangmei Shen, Wenrui Dai, Hongkai Xiong |
| 2015 | DCC | Progressive Dictionary Learning with Hierarchical Structure for Scalable Video Coding. | Xin Tang, Wenrui Dai, Hongkai Xiong |
| 2015 | ICIP | Transductive video co-segmentation on the temporal trees. | Zhihui Fu, Botao Wang, Hongkai Xiong |
| 2015 | ICIP | Interactive multiview video scheduling through bargaining. | Weiliang Xu, Junni Zou, Hongkai Xiong |
| 2015 | VCIP | Structure-aware priority belief propagation for depth estimation. | Kuanyu Ju, Botao Wang, Hongkai Xiong |
| 2014 | DCC | Gaussian Process Regression Based Prediction for Lossless Image Coding. | Wenrui Dai, Hongkai Xiong |
| 2014 | DCC | Union of Data-Driven Subspaces via Subspace Clustering for Compressive Video Sampling. | Yong Li, Hongkai Xiong |
| 2014 | DCC | Embedded Transform Coding Based Lossless Compression in Compressive Spectral Imaging with Coded Aperture. | Pinghao Li, Hongkai Xiong, Henry Arguello, Gonzalo R. Arce |
| 2014 | DCC | Multiscale Online Dictionary Learning for Quality Scalable Video Coding. | Xin Tang, Hongkai Xiong, Xiaoqian Jiang |
| 2014 | DCC | Multiscale Edge Coding and Adaptive Lifting for Depth Maps Coding in 3-D Video. | Xiaopeng Zhang, Hongkai Xiong |
| 2014 | ICIP | Figure/ground video segmentation using greedy transductive cosegmentation. | Zhihui Fu, Hongkai Xiong |
| 2014 | ICIP | Delay-rate-distortion optimized rate control for wireless video communication. | Chenglin Li, Hongkai Xiong, Dapeng Oliver Wu |
| 2014 | INFOCOM | 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 |
| 2014 | VCIP | Spatio-temporal coherence for 3-D view synthesis with curve-based disparity warping. | Hao Wang, Xiaopeng Zhang, Hongkai Xiong |
| 2013 | DCC | An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression. | Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Lucila Ohno-Machado |
| 2013 | DCC | STOL: Spatio-Temporal Online Dictionary Learning for Low Bit-Rate Video Coding. | Xin Tang, Hongkai Xiong |
| 2013 | DCC | 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 |
| 2013 | ICIP | Illumination compensation via low rank matrix completion for multiview video coding. | Xiaopeng Zhang, Hongkai Xiong |
| 2013 | VCIP | Compressive video sampling from a union of data-driven subspaces. | Yong Li, Hongkai Xiong, Xinwei Ye |
| 2012 | DCC | Sparse Spatio-Temporal Representation with Adaptive Regularized Dictionaries for Super-Resolution Based Video Coding. | Zhiming Pan, Hongkai Xiong |
| 2012 | DCC | Optimal Spatio-Temporal Projections with Holo-Kronecker Compressive Sensing of Video Acquisition. | Xinwei Ye, Hongkai Xiong |
| 2012 | ICIP | Semi-supervised object recognition using structure kernel. | Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Fan Ling |
| 2012 | ISCAS | A novel Slepian-Wolf decoding algorithm exploiting geometric regularity constraints with anisotropic MRF modeling. | Yongsheng Zhang, Hongkai Xiong, Chang Wen Chen |
| 2012 | VCIP | Discriminative structured set prediction modeling with max-margin Markov network for optimal lossless image coding. | Wenrui Dai, Hongkai Xiong |
| 2012 | VCIP | Optimal intra coding of HEVC by structured set prediction mode with discriminative learning. | Wenrui Dai, Hongkai Xiong |
| 2012 | VCIP | Optimization of variational methods via motion-based weight selection and keypoint matching. | Botao Wang, Qingxiang Zhu, Hongkai Xiong |
| 2012 | VCIP | Shape-oriented segmentation with graph matching corroboration for silhouette tracking. | Qingxiang Zhu, Hongkai Xiong, Xiaoqian Jiang |
| 2012 | VCIP | 3D tubular structure extraction using kernel-based superellipsoid model with Gaussian process regression. | Qingxiang Zhu, Dayu Zheng, Hongkai Xiong |
| 2011 | DCC | Bitwise Structured Prediction Model for Lossless Image Coding. | Wenrui Dai, Hongkai Xiong |
| 2011 | DCC | Inferring BP Priority Order Using 5D Tensor Voting for Inpainting-Based Macroblock Prediction. | Yang Xu, Hongkai Xiong, Yuan F. Zheng |
| 2011 | DCC | Iterative Thresholding-Based Sparse Directional Representation for Efficient Low Bit-Rate Embedded Video Coding. | Lingchen Zhu, Hongkai Xiong |
| 2011 | GLOBECOM | Global Correlated Data Gathering in Wireless Sensor Networks with Compressive Sensing and Randomized Gossiping. | Yifeng Li, Junni Zou, Hongkai Xiong |
| 2011 | ICIP | A structured learning-based graph matching for dynamic multiple object tracking. | Dayu Zheng, Hongkai Xiong, Yuan F. Zheng |
| 2011 | ISCAS | A learning-based video compression on low-quality data by unscented kalman filters with Gaussian process regression. | Hongkai Xiong, Zhe Yuan, Yuan F. Zheng |
| 2011 | MMSP | Super-resolution reconstruction with prior manifold on primitive patches for video compression. | Jingtao Chen, Hongkai Xiong |
| 2011 | MUM | Accelerate TV-L1 optical flow with edge-based image decomposition and its implementation on mobile phone. | Botao Wang, Qingxiang Zhu, Hongkai Xiong, Chuanfei Luo |
| 2011 | VCIP | Conditional random field based side-information fusion for distributed multi-view video coding. | Yongsheng Zhang, Hongkai Xiong, Hao Wang, Chang Wen Chen |
| 2010 | ICASSP | A generic video coding framework based on anisotropic diffusion and spatio-temporal completion. | Zhe Yuan, Hongkai Xiong, Yuan F. Zheng |
| 2010 | ISCAS | Optimized inpainting-based macroblock prediction in video compression. | Yang Xu, Hongkai Xiong |
| 2010 | PCS | Advanced inpainting-based macroblock prediction with regularized structure propagation in video compression. | Yang Xu, Hongkai Xiong |
| 2010 | PCS | Scalable video compression framework with adaptive multiresolution directional filter bank design. | Lingchen Zhu, Hongkai Xiong |
| 2010 | VCIP | Optimization on rate allocation and distortion control for scalable video coding multicast networks. | Lu Jiang, Junni Zou, Hongkai Xiong |
| 2010 | VCIP | Image super-resolution with sparse representation prior on primitive patches. | Haifeng Li, Hongkai Xiong, Liang Qian |
| 2010 | VCIP | Bandwidth auction for SVC streaming in dynamic multi-overlay. | Yanting Xiong, Junni Zou, Hongkai Xiong |
| 2010 | VCIP | Reconstruction for distributed video coding: a Markov random field approach with context-adaptive smoothness prior. | Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu |
| 2009 | GLOBECOM | Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks. | Chenglin Li, Junni Zou, Hongkai Xiong, Yongsheng Zhang |
| 2009 | ICASSP | Generic video coding with abstraction and detail completion. | Zhe Yuan, Hongkai Xiong, Li Song, Yuan F. Zheng |
| 2009 | ICIP | Spatial non-stationary correlation noise modeling for Wyner-Ziv error resilience video coding. | Yongsheng Zhang, Hongkai Xiong, Li Song, Songyu Yu |
| 2009 | ICIP | Equilibrium modeling for 3D curvilinear structure tracking of confocal microscopy images. | Yang Zhao, Hongkai Xiong, Kai Zhang, Xiaobo Zhou |
| 2008 | DCC | On Non-sequential Context Modeling with Application to Executable Data Compression. | Wenrui Dai, Hongkai Xiong, Li Song |
| 2008 | ISCAS | Side information generation with constrained relaxation for distributed multi-view video coding. | Hui Lv, Hongkai Xiong, Yongsheng Zhang, Zhihai He |
| 2008 | ISCAS | Redundant multiscale structure coding for error resilient video completion. | Lei Yang, Hongkai Xiong |
| 2008 | MMSP | 2-D dual multiresolution decomposition through NUDFB and its application. | Nannan Ma, Hongkai Xiong, Li Song |
| 2007 | BIBE | A Simulation-Based 3D Axon Axis Extraction in Confocal Fluorescence Microscopy Images. | Kai Zhang, Hongkai Xiong, Xiaobo Zhou |
| 2007 | BIBE | Graph Theory Application in Cell Nuleus Segmentation, Tracking and Identification. | Lelin Zhang, Hongkai Xiong, Kai Zhang, Xiaobo Zhou |
| 2007 | ICASSP | Cross-Layer Frame Discarding for Cellular Video Coding. | Chongyang Zhang, Songyu Yu, Hua Yang, Hongkai Xiong |
| 2007 | ICIP | Incorporating Primal Sketch Based Learning Into Low Bit-Rate Image Compression. | Yang Li, Xiaoyan Sun, Hongkai Xiong, Feng Wu |
| 2007 | ICIP | A 3D Self-Adjust Region Growing Method for Axon Extraction. | Kai Zhang, Hongkai Xiong, Xiaobo Zhou, Stephen T. C. Wong |
| 2007 | MMM | A Novel Coarse-to-Fine Adaptation Segmentation Approach for Cellular Image Analysis. | Kai Zhang, Hongkai Xiong, Lei Yang, Xiaobo Zhou |
| 2006 | ISCAS | Image compression with structure-aware inpainting. | Chen Wang, Xiaoyan Sun, Feng Wu, Hongkai Xiong |
| 2005 | CIS | A Study on Motion Prediction and Coding for In-Band Motion Compensated Temporal Filtering. | Dongdong Zhang, Wenjun Zhang, Li Song, Hongkai Xiong |
| 2005 | GLOBECOM | Transmission distortion modeling for wireless video communication. | Janak U. Dani, Zhihai He, Hongkai Xiong |
| 2005 | ICASSP | Adaptive predict based on fading compensation for lifting-based motion compensated temporal filtering. | Li Song, Hongkai Xiong, Jizheng Xu, Feng Wu, Hui Su |
| 2005 | MMSP | An Improved Update Operator for H.264 Scalable Extension. | Yihua Chen, Jizheng Xu, Feng Wu, Hongkai Xiong |