Wenrui Dai

224 papers A* 36A 9B 30C 21Misc 4Journal 109Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling.
IEEE Trans. Pattern Anal. Mach. Intell.
Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong
2026 J jnl
MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning.
IEEE Trans. Circuits Syst. Video Technol.
Nuowen Kan, Chenglin Li, Yuankun Jiang, Wenrui Dai, Junni Zou, Hongkai Xiong, Laura Toni
2026 J jnl
Point Cloud Attribute Compression With Geometry-Aware Lifting-Based Multiscale Networks.
IEEE Trans. Circuits Syst. Video Technol.
Xin Li, Shaohui Li, Wenrui Dai, Han Li, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong
2026 J jnl
ST-DAGCN: Spatial-Temporal Directed Acyclic Graph Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification.
IEEE Trans. Signal Inf. Process. over Networks
Rui Yang, Wenrui Dai, Huajun She, Yiping P. Du, Dapeng Wu, Hongkai Xiong
2026 J jnl
Stable Representation Learning via Generalized Learnable Graph Scattering Transform.
IEEE Trans. Signal Process.
Shiyu Liu, Wenrui Dai, Shaohui Li, Ziyang Zheng, Junni Zou, Hongkai Xiong
2026 J jnl
Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers.
CoRR
Xinyu Peng, Han Li, Yuyang Huang, Ziyang Zheng, Yaoming Wang, Xin Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2026 J jnl
Unfolding Convolutional Sparse Coding With Low-rank-Guided Hybrid Priors for Image Denoising.
ACM Trans. Multim. Comput. Commun. Appl.
Yifan Zhao, Ziyang Zheng, Duoduo Xue, Yong Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2026 J jnl
Vision-Language Efficient Tuning for Mitigating Catastrophic Forgetting in Multi-Modal Learning.
Int. J. Comput. Vis.
Yaoming Wang, Yuchen Liu, Wenrui Dai, Xiaopeng Zhang, Han Li, Chenglin Li, Junni Zou, Qi Tian, Hongkai Xiong
2025 A* conf
3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering.
ACM Multimedia
Junyu Zhou, Yuyang Huang, Wenrui Dai, Junni Zou, Ziyang Zheng, Nuowen Kan, Chenglin Li, Hongkai Xiong
2025 J jnl
3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering.
CoRR
Junyu Zhou, Yuyang Huang, Wenrui Dai, Junni Zou, Ziyang Zheng, Nuowen Kan, Chenglin Li, Hongkai Xiong
2025 A conf
A Generalizable and Expressive Meta-Diffusion Policy for RTC Bandwidth Prediction.
ICME
Zhiyuan Chen, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2025 J jnl
A contemporary survey on image reconstruction with unsupervised deep learning: from denoising to generation.
Vis. Intell.
Duoduo Xue, Wenrui Dai, Ziyang Zheng, Junni Zou, Hongkai Xiong
2025 J jnl
ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image Compression.
CoRR
Yufeng Zhang, Wenrui Dai, Hang Yu, Shizhan Liu, Junhui Hou, Jianguo Li, Weiyao Lin
2025 J jnl
Analysis discriminative convolutional graph dictionary learning for generalized signal classification.
Signal Process. Image Commun.
Yuehan Xiong, Xin Li, Wenrui Dai, Hongkai Xiong
2025 — conf
Computation, Parameter, and Memory Efficient Implicit Graph Transformer with Multi-granularity Sparse Attention.
PRCV (4)
Yifan Zhao, Ziyang Zheng, Duoduo Xue, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Contrastive Learning via Variational Information Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell.
Jin Li, Yaoming Wang, Xiaopeng Zhang, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian
2025 J jnl
Deep Equilibrium Model With Weighted Densely-Connected Iteration Differences for Convergent Image Restoration.
IEEE J. Sel. Top. Signal Process.
Ziyang Zheng, Wenrui Dai, Jingwei Liang, Xinyu Peng, Duoduo Xue, Hongkai Xiong
2025 J jnl
Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation.
CoRR
Yuyang Huang, Yabo Chen, Junyu Zhou, Wenrui Dai, Xiaopeng Zhang, Junni Zou, Hongkai Xiong, Qi Tian
2025 J jnl
EV-NVC: Efficient Variable bitrate Neural Video Compression.
CoRR
Yongcun Hu, Yingzhen Zhai, Jixiang Luo, Wenrui Dai, Dell Zhang, Hongkai Xiong, Xuelong Li
2025 C conf
Efficient Conditional Entropy Coding for Learned Progressive Image and Video Compression.
VCIP
Haolin Luan, Shuoyu Ma, Shaohui Li, Wenrui Dai, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
End-to-End Optimized Image Compression With Deep Gaussian Process Regression.
IEEE Trans. Circuits Syst. Video Technol.
Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong
2025 J jnl
Error-Propagation-Free Learned Video Compression With Dual-Domain Progressive Temporal Alignment.
CoRR
Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Xinlong Pan, Haipeng Wang, Junni Zou, Hongkai Xiong
2025 A* conf
FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates.
ICML
Xinyi Lu, Hao Zhang, Chenglin Li, Weijia Lu, Zhifei Yang, Wenrui Dai, Xiaodong Zhang, Xiaofeng Ma, Can Zhang, Junni Zou, Hongkai Xiong
2025 J jnl
Federated Learning Based on Model Discrepancy and Variance Reduction.
IEEE Trans. Neural Networks Learn. Syst.
Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2025 C conf
Fourier Phase Retrieval With Diffusion Priors Guided by Failure Detection.
ISCAS
Duoduo Xue, Wenrui Dai, Ziyang Zheng, Xinyu Peng, Junni Zou, Hongkai Xiong
2025 J jnl
GDPlan: Generative Network Planning via Graph Diffusion Model.
IEEE Trans. Netw.
Nuowen Kan, Sa Yan, Junni Zou, Wenrui Dai, Xing Gao, Chenglin Li, Hongkai Xiong
2025 A conf
GLEAM: Parameter-Efficient Transfer Learning via Global Share Local Transform Mixture-of-Experts.
ECAI
Jiarui Zhang, Yue Xin, Yaoming Wang, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Generalized Quantum State Tomography With Hybrid Denoising Priors.
IEEE Trans. Signal Process.
Duoduo Xue, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Generative Probabilistic Entropy Modeling With Conditional Diffusion for Learned Image Compression.
IEEE Trans. Circuits Syst. Video Technol.
Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Weisheng Hu, Hongkai Xiong
2025 J jnl
GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs.
CoRR
Guanghao Zheng, Bowen Shi, Mingxing Xu, Ruoyu Sun, Peisen Zhao, Zhibo Zhang, Wenrui Dai, Junni Zou, Hongkai Xiong, Xiaopeng Zhang, Qi Tian
2025 A* conf
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation.
CVPR
Hongwei Zheng, Han Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation.
CoRR
Hongwei Zheng, Han Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner.
CVPR
Yuyang Huang, Yabo Chen, Li Ding, Xiaopeng Zhang, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian
2025 A* conf
LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation.
ICML
Li Ding, Hao Zhang, Wenrui Dai, Chenglin Li, Weijia Lu, Zhifei Yang, Xiaodong Zhang, Xiaofeng Ma, Junni Zou, Hongkai Xiong
2025 J jnl
Latent Weight Quantization for Integerized Training of Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Wen Fei, Wenrui Dai, Liang Zhang, Luoming Zhang, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Learnable Non-Uniform Quantization With Sampling-Based Optimization for Variable-Rate Learned Image Compression.
IEEE Trans. Circuits Syst. Video Technol.
Shaohui Li, Wenrui Dai, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong
2025 C conf
Learning to Optimize Low-Latency Live Streaming from Expertise: An Offline Meta-Reinforcement Learning Approach.
VCIP
Yuhui Du, Nuowen Kan, Chenglin Li, Junni Zou, Ziyang Zheng, Shaohui Li, Wenrui Dai, Qingli Li, Hongkai Xiong
2025 J jnl
MENSA: Multi-Dataset Harmonized Pretraining for Semantic Segmentation.
IEEE Trans. Multim.
Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Wenrui Dai, Junni Zou, Hongkai Xiong
2025 J jnl
METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models.
CoRR
Yuchen Liu, Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian
2025 A* conf
Noise Conditional Variational Score Distillation.
ICML
Xinyu Peng, Ziyang Zheng, Yaoming Wang, Han Li, Nuowen Kan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
Noise Conditional Variational Score Distillation.
CoRR
Xinyu Peng, Ziyang Zheng, Yaoming Wang, Han Li, Nuowen Kan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
On Disentangled Training for Nonlinear Transform in Learned Image Compression.
ICLR
Han Li, Shaohui Li, Wenrui Dai, Maida Cao, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
On Disentangled Training for Nonlinear Transform in Learned Image Compression.
CoRR
Han Li, Shaohui Li, Wenrui Dai, Maida Cao, Nuowen Kan, Chenglin Li, Junni Zou, Hongkai Xiong
2025 J jnl
OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation.
CoRR
Han Li, Xinyu Peng, Yaoming Wang, Zelin Peng, Xin Chen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Wenrui Dai, Hongkai Xiong
2025 C conf
Parameter-Efficient Cross-Layer Feature Fusion via Chebyshev Polynomial Unit.
VCIP
Yue Xin, Jiarui Zhang, Ziyang Zheng, Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2025 Misc conf
Point Cloud Resampling With Learnable Heat Diffusion.
ICASSP
Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2025 A* conf
Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning.
CVPR
Shouhang Zhu, Chenglin Li, Yuankun Jiang, Li Wei, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong
2025 J jnl
Stabilizing and Accelerating Federated Learning on Heterogeneous Data With Partial Client Participation.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Zhang, Chenglin Li, Wenrui Dai, Ziyang Zheng, Junni Zou, Hongkai Xiong
2025 J jnl
Task-Adapted Learnable Embedded Quantization for Scalable Human-Machine Image Compression.
IEEE Trans. Circuits Syst. Video Technol.
Shaohui Li, Shuoyu Ma, Wenrui Dai, Nuowen Kan, Fan Cheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
360Spred: Saliency Prediction for 360-Degree Videos Based on 3D Separable Graph Convolutional Networks.
IEEE Trans. Circuits Syst. Video Technol.
Qin Yang, Wenxuan Gao, Chenglin Li, Hao Wang, Wenrui Dai, Junni Zou, Hongkai Xiong, Pascal Frossard
2024 J jnl
A Unified Framework for Jointly Compressing Visual and Semantic Data.
ACM Trans. Multim. Comput. Commun. Appl.
Shizhan Liu, Weiyao Lin, Yihang Chen, Yufeng Zhang, Wenrui Dai, John See, Hongkai Xiong
2024 A* conf
AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training.
ICML
Li Ding, Wen Fei, Yuyang Huang, Shuangrui Ding, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A conf
Adversarially Robust Neural Lyapunov Control.
ECAI
Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2024 — conf
BaSIC: BayesNet Structure Learning for Computational Scalable Neural Image Compression.
ECCV (25)
Yufeng Zhang, Hang Yu, Shizhan Liu, Wenrui Dai, Weiyao Lin
2024 A* conf
BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation.
ICLR
Yaoming Wang, Jin Li, Xiaopeng Zhang, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian
2024 A* conf
Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation.
ICML
Yaoming Wang, Jin Li, Wenrui Dai, Bowen Shi, Xiaopeng Zhang, Chenglin Li, Hongkai Xiong
2024 — conf
Cascade-Zero123: One Image to Highly Consistent 3D with Self-prompted Nearby Views.
ECCV (41)
Yabo Chen, Jiemin Fang, Yuyang Huang, Taoran Yi, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian
2024 B conf
DCCM: Dual Data Consistency Guided Consistency Model for Inverse Problems.
ICIP
Jiahao Tian, Ziyang Zheng, Xinyu Peng, Yong Li, Wenrui Dai, Hongkai Xiong
2024 C conf
Deep Reinforcement Learning-Based Camera Autofocus with Gaussian Process Regression.
VCIP
Li Wei, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2024 — conf
DomainFusion: Generalizing to Unseen Domains with Latent Diffusion Models.
ECCV (41)
Yuyang Huang, Yabo Chen, Yuchen Liu, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian
2024 B conf
Entropy Relaxed Lattice Vector Quantization for Learned Image Compression.
DCC
Maida Cao, Wenrui Dai, Shaohui Li, Han Li, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Frequency-Aware Transformer for Learned Image Compression.
ICLR
Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners.
ICLR
Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian
2024 — conf
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation.
ECCV (51)
Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation.
CoRR
Han Li, Shaohui Li, Shuangrui Ding, Wenrui Dai, Maida Cao, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance.
ICML
Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance.
CoRR
Xinyu Peng, Ziyang Zheng, Wenrui Dai, Nuoqian Xiao, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach.
NeurIPS
Hao Zhang, Chenglin Li, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong
2024 B conf
Initialization Seeds Facilitating Neural Network Quantization.
DCC
Wen Fei, Li Ding, Yu Pan, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
LiftImage3D: Lifting Any Single Image to 3D Gaussians with Video Generation Priors.
CoRR
Yabo Chen, Chen Yang, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Wei Shen, Wenrui Dai, Hongkai Xiong, Qi Tian
2024 A* conf
MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models.
NeurIPS
Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst.
Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
On Centralization and Unitization of Batch Normalization for Deep ReLU Neural Networks.
IEEE Trans. Signal Process.
Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks.
CoRR
Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Point Cloud Resampling with Learnable Heat Diffusion.
CoRR
Wenqiang Xu, Wenrui Dai, Duoduo Xue, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 A* conf
Point Cloud Upsampling with Geometric Algebra Driven Inverse Heat Dissipation.
ACM Multimedia
Wenqiang Xu, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2024 J jnl
Research on Reliability Allocation Method for Traction Power Supply System of Electrified Railways in Mountainous Areas.
IEEE Access
Like Pan, Yujie Tian, Shan Ma, Wenrui Dai, Liming Chen
2024 J jnl
Revisiting Learned Image Compression With Statistical Measurement of Latent Representations.
IEEE Trans. Circuits Syst. Video Technol.
Shaohui Li, Wenrui Dai, Yimian Fang, Ziyang Zheng, Wen Fei, Hongkai Xiong, Wei Zhang
2024 J jnl
SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention.
IEEE Trans. Multim.
Qin Yang, Yuqi Li, Chenglin Li, Hao Wang, Sa Yan, Li Wei, Wenrui Dai, Junni Zou, Hongkai Xiong, Pascal Frossard
2024 J jnl
Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations.
ACM Trans. Multim. Comput. Commun. Appl.
Weiyao Lin, Yufeng Zhang, Wenrui Dai, Huabin Liu, John See, Hongkai Xiong
2024 J jnl
Source-Free Domain Adaptation With Domain Generalized Pretraining for Face Anti-Spoofing.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuchen Liu, Yabo Chen, Wenrui Dai, Mengran Gou, Chun-Ting Huang, Hongkai Xiong
2024 J jnl
Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences.
IEEE Trans. Multim.
Kexin Tang, Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2024 A* conf
Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport.
ACM Multimedia
Sa Yan, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2024 — conf
Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-spoofing.
ECCV (22)
Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2024 — conf
UMG-CLIP: A Unified Multi-granularity Vision Generalist for Open-World Understanding.
ECCV (38)
Bowen Shi, Peisen Zhao, Zichen Wang, Yuhang Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian, Xiaopeng Zhang
2024 J jnl
Variance Reduced Domain Randomization for Reinforcement Learning With Policy Gradient.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2023 A conf
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting.
ICME
Hongwei Zheng, Han Li, Bowen Shi, Wenrui Dai, Botao Wang, Yu Sun, Min Guo, Hongkai Xiong
2023 J jnl
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting.
CoRR
Hongwei Zheng, Han Li, Bowen Shi, Wenrui Dai, Botao Wang, Yu Sun, Min Guo, Hongkai Xiong
2023 A* conf
Adapting Shortcut with Normalizing Flow: An Efficient Tuning Framework for Visual Recognition.
CVPR
Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Jin Li, Yuchen Liu, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian
2023 A* conf
AiluRus: A Scalable ViT Framework for Dense Prediction.
NeurIPS
Jin Li, Yaoming Wang, Xiaopeng Zhang, Bowen Shi, Dongsheng Jiang, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian
2023 J jnl
AiluRus: A Scalable ViT Framework for Dense Prediction.
CoRR
Jin Li, Yaoming Wang, Xiaopeng Zhang, Bowen Shi, Dongsheng Jiang, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian
2023 J jnl
Anisotropic Spherical Scattering Networks via Directional Spin Wavelet.
IEEE Trans. Signal Process.
Yuehan Xiong, Wenrui Dai, Wen Fei, Shaohui Li, Hongkai Xiong
2023 J jnl
Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos.
IEEE J. Biomed. Health Informatics
Mingxing Xu, Junxiang Chen, Jin Li, Xinxin Zhi, Wenrui Dai, Jiayuan Sun, Hongkai Xiong
2023 J jnl
BNET: Batch Normalization With Enhanced Linear Transformation.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuhui Xu, Lingxi Xie, Cihang Xie, Wenrui Dai, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan L. Yuille
2023 J jnl
Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views.
CoRR
Yabo Chen, Jiemin Fang, Yuyang Huang, Taoran Yi, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian
2023 A* conf
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning.
NeurIPS
Yuankun Jiang, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2023 A* conf
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization.
ICML
Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2023 J jnl
Frequency-Aware Transformer for Learned Image Compression.
CoRR
Han Li, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 B conf
Fully Integerized End-to-End Learned Image Compression.
DCC
Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners.
CoRR
Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian
2023 J jnl
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Learned Lossless Compression for JPEG via Frequency-Domain Prediction.
CoRR
Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Learned Progressive Image Compression With Dead-Zone Quantizers.
IEEE Trans. Circuits Syst. Video Technol.
Shaohui Li, Han Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 C conf
Learned Progressive Image Compression With Spatial Autoregression.
VCIP
Wenxin Tian, Shaohui Li, Wenrui Dai, Cewu Lu, Weisheng Hu, Lin Zhang, Junfeng Du, Hongkai Xiong
2023 Misc conf
Learning Causal Representations for Generalizable Face Anti Spoofing.
ICASSP
Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding.
IEEE Trans. Multim.
Yuchen Zhang, Wenrui Dai, Yong Li, Chenglin Li, Junhui Hou, Junni Zou, Hongkai Xiong
2023 B conf
Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates.
DCC
Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 B conf
Point Cloud Upsampling with Dynamic Graph Scattering Transform.
ICIP
Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 A* conf
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation.
AAAI
Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation.
CoRR
Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong
2023 A* conf
Progressively Compressed Auto-Encoder for Self-supervised Representation Learning.
ICLR
Jin Li, Yaoming Wang, Xiaopeng Zhang, Yabo Chen, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian
2023 A* conf
Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization.
CVPR
Yuchen Liu, Yaoming Wang, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
QoE-Driven Adaptive Streaming for Point Clouds.
IEEE Trans. Multim.
Lisha Wang, Chenglin Li, Wenrui Dai, Shaohui Li, Junni Zou, Hongkai Xiong
2023 C conf
Robust Point Cloud Classification With Permutohedral Lattice-based Representation.
VCIP
Li Ding, Mingxing Xu, Wenrui Dai, Cewu Lu, Weisheng Hu, Lin Zhang, Junfeng Du, Hongkai Xiong
2023 C conf
Rotation-Invariant Point Cloud Segmentation With Kernel Principal Component Analysis and Geometry-Based Weighted Convolution.
ISCAS
Yuqi Li, Qin Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 J jnl
Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations.
CoRR
Yufeng Zhang, Weiyao Lin, Wenrui Dai, Huabin Liu, Hongkai Xiong
2023 J jnl
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Wenrui Dai, Hongkai Xiong, Qi Tian
2023 J jnl
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification.
CoRR
Rui Yang, Wenrui Dai, Huajun She, Yiping P. Du, Dapeng Wu, Hongkai Xiong
2023 J jnl
Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification.
IEEE Trans. Signal Inf. Process. over Networks
Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2023 A* conf
Towards Unsupervised Domain Generalization for Face Anti-Spoofing.
ICCV
Yuchen Liu, Yabo Chen, Mengran Gou, Chun-Ting Huang, Yaoming Wang, Wenrui Dai, Hongkai Xiong
2023 A* conf
VioLET: Vision-Language Efficient Tuning with Collaborative Multi-modal Gradients.
ACM Multimedia
Yaoming Wang, Yuchen Liu, Xiaopeng Zhang, Jin Li, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian
2023 J jnl
scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data.
CoRR
Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Dapeng Wu, Hongkai Xiong
2022 — conf
A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context Mining.
ECCV (28)
Bowen Shi, Dongsheng Jiang, Xiaopeng Zhang, Han Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian
2022 A conf
Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning.
BMVC
Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2022 A* conf
Bag of Instances Aggregation Boosts Self-supervised Distillation.
ICLR
Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian
2022 A conf
Causal Intervention for Generalizable Face Anti-Spoofing.
ICME
Yuchen Liu, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 A* conf
Contrastive Regression for Domain Adaptation on Gaze Estimation.
CVPR
Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li
2022 B conf
Efficient Decoder for Learned Image Compression via Structured Pruning.
DCC
Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 C conf
Efficient Search for Efficient Architecture.
ISCAS
Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 B conf
Entropy Modeling via Gaussian Process Regression for Learned Image Compression.
DCC
Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong
2022 J jnl
General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization.
IEEE Trans. Neural Networks Learn. Syst.
Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 B conf
Graph Dictionary Learning for 3-D Point Cloud Compression.
DCC
Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong
2022 J jnl
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets.
IEEE Trans. Signal Inf. Process. over Networks
Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard
2022 J jnl
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling.
CoRR
Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong
2022 J jnl
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.
CoRR
Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong
2022 A* conf
Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning.
ACM Multimedia
Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2022 C conf
Improving Optical Flow Inference for Video Colorization.
ISCAS
Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 J jnl
LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning.
CoRR
Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 C conf
Mixed-Precision Quantization of U-Net for Medical Image Segmentation.
ISCAS
Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 J jnl
On the Convergence of Non-Convex Phase Retrieval With Denoising Priors.
IEEE Trans. Signal Process.
Duoduo Xue, Ziyang Zheng, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 C conf
Optimal Tile-Based Encoding for 360-Degree Video Streaming.
PCS
Wenxuan Gao, Chenglin Li, Haoran Lv, Wenrui Dai, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang
2022 J jnl
RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling.
IEEE Trans. Circuits Syst. Video Technol.
Nuowen Kan, Junni Zou, Chenglin Li, Wenrui Dai, Hongkai Xiong
2022 — conf
SdAE: Self-distillated Masked Autoencoder.
ECCV (30)
Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian
2022 J jnl
SdAE: Self-distillated Masked Autoencoder.
CoRR
Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian
2022 — conf
Source-Free Domain Adaptation with Contrastive Domain Alignment and Self-supervised Exploration for Face Anti-spoofing.
ECCV (12)
Yuchen Liu, Yabo Chen, Wenrui Dai, Mengran Gou, Chun-Ting Huang, Hongkai Xiong
2022 C conf
Tensor Network-Based Entropy Coding For Learned Image Compression.
PCS
Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2022 J jnl
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.
IEEE Trans. Knowl. Data Eng.
Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado
2022 B conf
Video Compression via Inter-frame Chroma Prediction.
DCC
Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong
2022 C conf
Weakly Supervised Region-Level Contrastive Learning for Efficient Object Detection.
VCIP
Yuang Deng, Yuhang Zhang, Wenrui Dai, Xiaopeng Zhang, Hongkai Xiong
2022 J jnl
iPool - Information-Based Pooling in Hierarchical Graph Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard
2021 J jnl
Bag of Instances Aggregation Boosts Self-supervised Learning.
CoRR
Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian
2021 B conf
Compressive Sensing via Unfolded 𝓁
DCC
Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 A conf
Hierarchical Graph Networks for 3D Human Pose Estimation.
BMVC
Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong
2021 J jnl
Hierarchical Graph Networks for 3D Human Pose Estimation.
CoRR
Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong
2021 B conf
Learned Image Compression with Channel-Wise Grouped Context Modeling.
ICIP
Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 A* conf
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization.
ICCV
Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 B conf
Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging.
DCC
Jixiang Luo, Shaohui Li, Wenrui Dai, De Cheng, Gang Li, Chenglin Li, Junni Zou, Hongkai Xiong
2021 J jnl
Message Passing in Graph Convolution Networks via Adaptive Filter Banks.
CoRR
Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard
2021 C conf
Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network.
VCIP
Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 A* conf
Monotonic Robust Policy Optimization with Model Discrepancy.
ICML
Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2021 J jnl
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame.
IEEE Trans. Signal Inf. Process. over Networks
Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 J jnl
Multi-Scale Structured Dictionary Learning for 3-D Point Cloud Attribute Compression.
IEEE Trans. Circuits Syst. Video Technol.
Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2021 J jnl
Multi-dataset Pretraining: A Unified Model for Semantic Segmentation.
CoRR
Bowen Shi, Xiaopeng Zhang, Haohang Xu, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian
2021 J jnl
Multiscale Representation Learning of Graph Data With Node Affinity.
IEEE Trans. Signal Inf. Process. over Networks
Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard
2021 J jnl
Partially-Connected Neural Architecture Search for Reduced Computational Redundancy.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuhui Xu, Lingxi Xie, Wenrui Dai, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Hongkai Xiong, Qi Tian
2021 Misc conf
QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds.
ICASSP
Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2021 — conf
Research on Intelligent Assignment Method of Radar Jamming Task in Electronic Air Defense Operation.
ICCAI
Jun Li, Lei Hu, Wenrui Dai, Bin Fan
2021 — conf
Research on Intelligent station layout optimization of air defense radar network.
ICRSA
Jun Li, Wenrui Dai, Lei Hu
2021 J jnl
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction.
IEEE Trans. Signal Process.
Shaohui Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong
2021 J jnl
Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets.
CoRR
Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard
2021 B conf
Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control.
NOSSDAV
Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong
2020 J jnl
Adaptive lossless compression of skeleton sequences.
Signal Process. Image Commun.
Weiyao Lin, Tushar Shankar Shinde, Wenrui Dai, Mingzhou Liu, Xiaoyi He, Anil Kumar Tiwari, Hongkai Xiong
2020 C conf
DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing.
ISCAS
Ziyang Zheng, Shanghong Wang, Shaohui Li, Wenrui Dai, Junni Zou, Feifei Li, Hongkai Xiong
2020 J jnl
Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis.
IEEE Trans. Circuits Syst. Video Technol.
Yuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang, Hongkai Xiong
2020 C conf
FedExg: Federated Learning with Model Exchange.
ISCAS
Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong
2020 J jnl
Graph Pooling with Node Proximity for Hierarchical Representation Learning.
CoRR
Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard
2020 J jnl
Iterative Deep Neural Network Quantization With Lipschitz Constraint.
IEEE Trans. Multim.
Yuhui Xu, Wenrui Dai, Yingyong Qi, Junni Zou, Hongkai Xiong
2020 J jnl
Key-Point Sequence Lossless Compression for Intelligent Video Analysis.
CoRR
Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan
2020 J jnl
Key-Point Sequence Lossless Compression for Intelligent Video Analysis.
IEEE Multim.
Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan
2020 J jnl
MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization.
CoRR
Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2020 J jnl
NCGNN: Node-level Capsule Graph Neural Network.
CoRR
Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2020 B conf
Noise-to-Compression Variational Autoencoder for Efficient End-to-End Optimized Image Coding.
DCC
Jixiang Luo, Shaohui Li, Wenrui Dai, Yuhui Xu, De Cheng, Gang Li, Hongkai Xiong
2020 Misc conf
REV-AE: A Learned Frame Set for Image Reconstruction.
ICASSP
Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong
2020 A* conf
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification.
CVPR
Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong
2020 A* conf
SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search.
IJCAI
Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2020 A* conf
SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks.
ACM Multimedia
Haoran Lv, Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
2020 J jnl
Scalable Structured Compressive Video Sampling With Hierarchical Subspace Learning.
IEEE Trans. Circuits Syst. Video Technol.
Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng
2020 C conf
Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression.
VCIP
Chongxin Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
2020 J jnl
Spatial-Temporal Transformer Networks for Traffic Flow Forecasting.
CoRR
Mingxing Xu, Wenrui Dai, Chunmiao Liu, Xing Gao, Weiyao Lin, Guo-Jun Qi, Hongkai Xiong
2020 A conf
Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks.
ICME
Shanghong Wang, Wenrui Dai, Mingxing Xu, Chenglin Li, Junni Zou, Hongkai Xiong
2020 B conf
Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation.
ICIP
Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong
2019 B conf
Lossy Image Compression with Filter Bank Based Convolutional Networks.
DCC
Shaohui Li, Ziyang Zheng, Wenrui Dai, Hongkai Xiong
2019 — conf
MSGCNN: Multi-scale Graph Convolutional Neural Network for Point Cloud Segmentation.
BigMM
Mingxing Xu, Wenrui Dai, Yangmei Shen, Hongkai Xiong
2019 — conf
Trained Rank Pruning for Efficient Deep Neural Networks.
EMC2@NeurIPS
Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2018 C conf
Compressed Sensing via a Deep Convolutional Auto-encoder.
VCIP
Hao Wu, Ziyang Zheng, Yong Li, Wenrui Dai, Hongkai Xiong
2018 J jnl
Fully Decomposable Compressive Sampling With Joint Optimization for Multidimensional Sparse Representation.
IEEE Trans. Signal Process.
Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Yuan F. Zheng
2017 B conf
Complementary Contextual Models with FM-Index for DNA Compression.
DCC
Wenjing Fan, Wenrui Dai, Yong Li, Hongkai Xiong
2017 B conf
Extended conjugate polar fourier transforminconvolution network.
ICIP
Can Xu, Wenrui Dai, Hongkai Xiong
2017 A conf
Multiscale dictionary learning for hierarchical sparse representation.
ICME
Yangmei Shen, Hongkai Xiong, Wenrui Dai
2017 B conf
Nonconvex Optimization with Alternating Direction Method of Multipliers for Tensor-Based Compressed Sensing with Group Sparsity.
DCC
Yong Li, Wenrui Dai, Hongkai Xiong
2017 J jnl
Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding.
IEEE Trans. Image Process.
Wenrui Dai, Yangmei Shen, Hongkai Xiong, Xiaoqian Jiang, Junni Zou, David Taubman
2017 J jnl
Structured Sparse Representation With Union of Data-Driven Linear and Multilinear Subspaces Model for Compressive Video Sampling.
IEEE Trans. Signal Process.
Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng
2016 B conf
Compressive Tensor Sampling with Structured Sparsity.
DCC
Yong Li, Wenrui Dai, Hongkai Xiong
2016 J jnl
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS.
Bioinform.
Shuang Wang, Yuchen Zhang, Wenrui Dai, Kristin E. Lauter, Miran Kim, Yuzhe Richard Tang, Hongkai Xiong, Xiaoqian Jiang
2016 J jnl
Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE).
BMC Medical Informatics Decis. Mak.
Haoyi Shi, Chao Jiang, Wenrui Dai, Xiaoqian Jiang, Yuzhe Richard Tang, Lucila Ohno-Machado, Shuang Wang
2016 J jnl
Sparse Representation With Spatio-Temporal Online Dictionary Learning for Promising Video Coding.
IEEE Trans. Image Process.
Wenrui Dai, Yangmei Shen, Xin Tang, Junni Zou, Hongkai Xiong, Chang Wen Chen
2015 B conf
Adaptive Submodular Dictionary Selection for Sparse Representation Modeling with Application to Image Super-Resolution.
DCC
Yangmei Shen, Wenrui Dai, Hongkai Xiong
2015 B conf
Bi-Directional Context Modeling with Combinatorial Structuring for Genome Sequence Compression.
DCC
Wenrui Dai, Hongkai Xiong
2015 J jnl
FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption.
BMC Medical Informatics Decis. Mak.
Yuchen Zhang, Wenrui Dai, Xiaoqian Jiang, Hongkai Xiong, Shuang Wang
2015 J jnl
Generalized Context Modeling With Multi-Directional Structuring and MDL-Based Model Selection for Heterogeneous Data Compression.
IEEE Trans. Signal Process.
Wenrui Dai, Hongkai Xiong, Jia Wang, Samuel Cheng, Yuan F. Zheng
2015 B conf
Progressive Dictionary Learning with Hierarchical Structure for Scalable Video Coding.
DCC
Xin Tang, Wenrui Dai, Hongkai Xiong
2015 B conf
Subspace Learning with Structured Sparsity for Compressive Video Sampling.
DCC
Yong Li, Wenrui Dai, Hongkai Xiong
2014 B conf
Gaussian Process Regression Based Prediction for Lossless Image Coding.
DCC
Wenrui Dai, Hongkai Xiong
2014 J jnl
Large Discriminative Structured Set Prediction Modeling With Max-Margin Markov Network for Lossless Image Coding.
IEEE Trans. Image Process.
Wenrui Dai, Hongkai Xiong, Jia Wang, Yuan F. Zheng
2014 — conf
Regional context model and dynamic Huffman binarization for adaptive entropy coding of multimedia.
BMSB
Jiangming Wu, Wenrui Dai, Hongkai Xiong
2013 B conf
An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression.
DCC
Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Lucila Ohno-Machado
2013 B conf
Genome Sequence Compression with Distributed Source Coding.
DCC
Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado
2013 J jnl
Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Technol.
Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Chang Wen Chen
2012 C conf
Discriminative structured set prediction modeling with max-margin Markov network for optimal lossless image coding.
VCIP
Wenrui Dai, Hongkai Xiong
2012 C conf
Optimal intra coding of HEVC by structured set prediction mode with discriminative learning.
VCIP
Wenrui Dai, Hongkai Xiong
2011 B conf
Bitwise Structured Prediction Model for Lossless Image Coding.
DCC
Wenrui Dai, Hongkai Xiong
2008 B conf
On Non-sequential Context Modeling with Application to Executable Data Compression.
DCC
Wenrui Dai, Hongkai Xiong, Li Song
2000 A* conf
User Oriented Integration of Sensor Operations in a Offline Programming System for Welding Robots.
ICRA
Wenrui Dai, Markus Kampker