| 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 |
| 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 | 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 | 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 | 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 | 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 | 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 | 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 | ICIP | Point Cloud Upsampling with Dynamic Graph Scattering Transform. | Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong |
| 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 |
| 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 | 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 | 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 | 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 |
| 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 | 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 | 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 | CVPR | Towards Accurate One-Stage Object Detection With AP-Loss. | Kean Chen, Jianguo Li, Weiyao Lin, John See, Ji Wang, Lingyu Duan, Zhibo Chen, Changwei He, Junni Zou |
| 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 | 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 | ISCAS | Single and Sequential Viewports Prediction for 360-Degree Video Streaming. | Qin Yang, Junni Zou, Kexin Tang, Chenglin Li, 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 |
| 2018 | ICIP | Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming. | Chengming Liu, Nuowen Kan, Junni Zou, Qin Yang, Hongkai Xiong |
| 2017 | ICIG | Video Content Caching and Delivery for Tri-Party Joint Profit Optimization. | Congcong Zhai, Junni Zou, Yunfei Zhang |
| 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 | ICIP | Joint source-channel rate control for multiview video streaming over erasure channels. | Weiliang Xu, Junni Zou, 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 | ICIP | Interactive multiview video scheduling through bargaining. | Weiliang Xu, Junni Zou, Hongkai Xiong |
| 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 |
| 2013 | VTC | Joint Opportunistic Network Coding and Opportunistic Routing for Correlated Data Gathering in Wireless Sensor Network. | Chong Tan, Junni Zou, Min Wang |
| 2011 | GLOBECOM | Global Correlated Data Gathering in Wireless Sensor Networks with Compressive Sensing and Randomized Gossiping. | Yifeng Li, Junni Zou, Hongkai Xiong |
| 2011 | GLOBECOM | Auction-Based Power Allocation for Multiuser Two-Way Relaying Networks with Network Coding. | Hongwan Xu, Junni Zou |
| 2010 | VCIP | Optimization on rate allocation and distortion control for scalable video coding multicast networks. | Lu Jiang, Junni Zou, Hongkai Xiong |
| 2010 | VCIP | Bandwidth auction for SVC streaming in dynamic multi-overlay. | Yanting Xiong, Junni Zou, Hongkai Xiong |
| 2009 | GLOBECOM | Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks. | Chenglin Li, Junni Zou, Hongkai Xiong, Yongsheng Zhang |