Junni Zou

Hunan University — China

Computer Science · Physical Sciences

25h-index2.2kcitations227works1.42yr avg
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Research Topics

Cooperative Communication and Network Coding(42), Video Coding and Compression Technologies(32), Image and Video Quality Assessment(28), Advanced Image Processing Techniques(24), Advanced Wireless Network Optimization(24)

Publications227 total

Error-Propagation-Free Learned Video Compression With Dual-Domain Progressive Temporal Alignment
ArXiv.org·2025Open Access
3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering
2025
GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs
ArXiv.org·2025Open Access
A contemporary survey on image reconstruction with unsupervised deep learning: from denoising to generation
Visual Intelligence·2025Open Access
GLEAM: Parameter-Efficient Transfer Learning via Global Share Local Transform Mixture-of-Experts
Frontiers in artificial intelligence and applications·2025Open Access
Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025Open Access
Point Cloud Attribute Compression With Geometry-Aware Lifting-Based Multiscale Networks
IEEE Transactions on Circuits and Systems for Video Technology·2025
MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning
IEEE Transactions on Circuits and Systems for Video Technology·2025
Variational Dropout for Differentiable Neural Architecture Search
Chinese Journal of Electronics·2025
A Generalizable and Expressive Meta-Diffusion Policy for RTC Bandwidth Prediction
2025
Noise Conditional Variational Score Distillation
ArXiv.org·2025Open Access
Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning
2025
IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner
2025
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
2025· 3 cited
Fourier Phase Retrieval With Diffusion Priors Guided by Failure Detection
2025
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
ArXiv.org·2025Open Access
Generative Probabilistic Entropy Modeling With Conditional Diffusion for Learned Image Compression
IEEE Transactions on Circuits and Systems for Video Technology·2025
Point Cloud Resampling With Learnable Heat Diffusion
2025
Learnable Non-Uniform Quantization With Sampling-Based Optimization for Variable-Rate Learned Image Compression
IEEE Transactions on Circuits and Systems for Video Technology·2025· 1 cited
GDPlan: Generative Network Planning via Graph Diffusion Model
IEEE Transactions on Networking·2025· 1 cited
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Frequent Co-authors

Hongkai Xiong(46), Chenglin Li(36), Wenrui Dai(28), Nuowen Kan(7), Qin Yang(5), Pascal Frossard(4), Weiyao Lin(4), John See(4), Chang Wen Chen(4), Kexin Tang(4), Shaohui Li(4), Kean Chen(3), Chengming Liu(3), Yuchen Liu(3), Yuan F. Zheng(3), Laura Toni(2), Jianguo Li(2), Ji Wang(2), Ling‐Yu Duan(2), Zhibo Chen(2)