| 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 | 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 | BaSIC: BayesNet Structure Learning for Computational Scalable Neural Image Compression. | Yufeng Zhang, Hang Yu, Shizhan Liu, Wenrui Dai, Weiyao Lin |
| 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 | ICIP | Point Cloud Upsampling with Dynamic Graph Scattering Transform. | Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
| 2019 | DCC | Lossy Image Compression with Filter Bank Based Convolutional Networks. | Shaohui Li, Ziyang Zheng, Wenrui Dai, 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 | ICIP | Extended conjugate polar fourier transforminconvolution network. | Can Xu, Wenrui Dai, Hongkai Xiong |
| 2016 | DCC | Compressive Tensor Sampling with Structured Sparsity. | Yong Li, Wenrui Dai, Hongkai Xiong |
| 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 |
| 2014 | DCC | Gaussian Process Regression Based Prediction for Lossless Image Coding. | Wenrui Dai, 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 | 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 |
| 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 |
| 2011 | DCC | Bitwise Structured Prediction Model for Lossless Image Coding. | Wenrui Dai, Hongkai Xiong |
| 2008 | DCC | On Non-sequential Context Modeling with Application to Executable Data Compression. | Wenrui Dai, Hongkai Xiong, Li Song |
| 2000 | ICRA | User Oriented Integration of Sensor Operations in a Offline Programming System for Welding Robots. | Wenrui Dai, Markus Kampker |