Junni Zou

Orcid: 0000-0002-9694-9880

According to our database1, Junni Zou authored at least 156 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
360Spred: Saliency Prediction for 360-Degree Videos Based on 3D Separable Graph Convolutional Networks.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Variance Reduced Domain Randomization for Reinforcement Learning With Policy Gradient.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

On Centralization and Unitization of Batch Normalization for Deep ReLU Neural Networks.
IEEE Trans. Signal Process., 2024

SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention.
IEEE Trans. Multim., 2024

Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences.
IEEE Trans. Multim., 2024

Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Point Cloud Upsampling with Geometric Algebra Driven Inverse Heat Dissipation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Frequency-Aware Transformer for Learned Image Compression.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Towards Unified Representation of Invariant-Specific Features in Missing Modality Face Anti-spoofing.
Proceedings of the Computer Vision - ECCV 2024, 2024

UMG-CLIP: A Unified Multi-granularity Vision Generalist for Open-World Understanding.
Proceedings of the Computer Vision - ECCV 2024, 2024

Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Adversarially Robust Neural Lyapunov Control.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Initialization Seeds Facilitating Neural Network Quantization.
Proceedings of the Data Compression Conference, 2024

Entropy Relaxed Lattice Vector Quantization for Learned Image Compression.
Proceedings of the Data Compression Conference, 2024

2023
Learned Progressive Image Compression With Dead-Zone Quantizers.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning.
IEEE Trans. Signal Process., 2023

Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding.
IEEE Trans. Multim., 2023

QoE-Driven Adaptive Streaming for Point Clouds.
IEEE Trans. Multim., 2023

scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data.
CoRR, 2023

Learned Lossless Compression for JPEG via Frequency-Domain Prediction.
CoRR, 2023

Doubly Robust Augmented Transfer for Meta-Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Rotation-Invariant Point Cloud Segmentation With Kernel Principal Component Analysis and Geometry-Based Weighted Convolution.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization.
Proceedings of the International Conference on Machine Learning, 2023

Point Cloud Upsampling with Dynamic Graph Scattering Transform.
Proceedings of the IEEE International Conference on Image Processing, 2023

Learning Causal Representations for Generalizable Face Anti Spoofing.
Proceedings of the IEEE International Conference on Acoustics, 2023

Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates.
Proceedings of the Data Compression Conference, 2023

Fully Integerized End-to-End Learned Image Compression.
Proceedings of the Data Compression Conference, 2023

Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
On the Convergence of Non-Convex Phase Retrieval With Denoising Priors.
IEEE Trans. Signal Process., 2022

Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets.
IEEE Trans. Signal Inf. Process. over Networks, 2022

General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization.
IEEE Trans. Neural Networks Learn. Syst., 2022

RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling.
IEEE Trans. Circuits Syst. Video Technol., 2022

Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling.
CoRR, 2022

LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning.
CoRR, 2022

Optimal Tile-Based Encoding for 360-Degree Video Streaming.
Proceedings of the Picture Coding Symposium, 2022

Tensor Network-Based Entropy Coding For Learned Image Compression.
Proceedings of the Picture Coding Symposium, 2022

Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Efficient Search for Efficient Architecture.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Improving Optical Flow Inference for Video Colorization.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Mixed-Precision Quantization of U-Net for Medical Image Segmentation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Causal Intervention for Generalizable Face Anti-Spoofing.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Rotation-Equivariant Graph Convolutional Networks For Spherical Data Via Global-Local Attention.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context Mining.
Proceedings of the Computer Vision - ECCV 2022, 2022

Efficient Decoder for Learned Image Compression via Structured Pruning.
Proceedings of the Data Compression Conference, 2022

Graph Dictionary Learning for 3-D Point Cloud Compression.
Proceedings of the Data Compression Conference, 2022

Video Compression via Inter-frame Chroma Prediction.
Proceedings of the Data Compression Conference, 2022

Entropy Modeling via Gaussian Process Regression for Learned Image Compression.
Proceedings of the Data Compression Conference, 2022

Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction.
IEEE Trans. Signal Process., 2021

Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame.
IEEE Trans. Signal Inf. Process. over Networks, 2021

Group Reidentification with Multigrained Matching and Integration.
IEEE Trans. Cybern., 2021

Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach.
IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-Scale Structured Dictionary Learning for 3-D Point Cloud Attribute Compression.
IEEE Trans. Circuits Syst. Video Technol., 2021

AP-Loss for Accurate One-Stage Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets.
CoRR, 2021

Message Passing in Graph Convolution Networks via Adaptive Filter Banks.
CoRR, 2021

Multi-dataset Pretraining: A Unified Model for Semantic Segmentation.
CoRR, 2021

Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control.
Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

Monotonic Robust Policy Optimization with Model Discrepancy.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learned Image Compression with Channel-Wise Grouped Context Modeling.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds.
Proceedings of the IEEE International Conference on Acoustics, 2021

Optimization-based Block Coordinate Gradient Coding.
Proceedings of the IEEE Global Communications Conference, 2021

Compressive Sensing via Unfolded 𝓁<sub>1</sub>-constrained Convolutional Sparse Coding.
Proceedings of the 31st Data Compression Conference, 2021

Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging.
Proceedings of the 31st Data Compression Conference, 2021

Hierarchical Graph Networks for 3D Human Pose Estimation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Iterative Deep Neural Network Quantization With Lipschitz Constraint.
IEEE Trans. Multim., 2020

Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC.
IEEE Trans. Multim., 2020

Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2020

Scalable Structured Compressive Video Sampling With Hierarchical Subspace Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020

Optimization-Based Decentralized Coded Caching for Files and Caches With Arbitrary Sizes.
IEEE Trans. Commun., 2020

Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming.
IEEE J. Sel. Top. Signal Process., 2020

NCGNN: Node-level Capsule Graph Neural Network.
CoRR, 2020

MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization.
CoRR, 2020

Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

FedExg: Federated Learning with Model Exchange.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation.
Proceedings of the IEEE International Conference on Image Processing, 2020

REV-AE: A Learned Frame Set for Image Reconstruction.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Rotation Equivariant Graph Convolutional Network for Spherical Image Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Towards Efficient Multi-Channel Data Broadcast for Multimedia Streams.
IEEE Trans. Parallel Distributed Syst., 2019

Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks.
IEEE Trans. Cybern., 2019

Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting.
IEEE Trans. Circuits Syst. Video Technol., 2019

Joint Pricing and Cache Placement for Video Caching: A Game Theoretic Approach.
IEEE J. Sel. Areas Commun., 2019

Group Re-Identification with Multi-grained Matching and Integration.
CoRR, 2019

Optimization-based Decentralized Coded Caching for Files and Caches with Arbitrary Size.
CoRR, 2019

Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Transcoding-Enabled Edge Caching and Delivery for Tile-Based Adaptive 360-Degree Video Streaming.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Single and Sequential Viewports Prediction for 360-Degree Video Streaming.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Neural Network-Based Algorithm Approximation via Multivariate Polynomial Regression.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Towards Accurate One-Stage Object Detection With AP-Loss.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Fully Decomposable Compressive Sampling With Joint Optimization for Multidimensional Sparse Representation.
IEEE Trans. Signal Process., 2018

Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast Over Wireless Networks.
IEEE Trans. Multim., 2018

QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming.
IEEE Trans. Multim., 2018

Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2018

Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Structured Sparse Representation With Union of Data-Driven Linear and Multilinear Subspaces Model for Compressive Video Sampling.
IEEE Trans. Signal Process., 2017

Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding.
IEEE Trans. Image Process., 2017

Joint pricing and service selection for service-differentiated duopoly in cognitive radio networks.
IET Commun., 2017

Reinforcement learning-based opportunistic routing for live video streaming over multi-hop wireless networks.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Video Content Caching and Delivery for Tri-Party Joint Profit Optimization.
Proceedings of the Image and Graphics - 9th International Conference, 2017

2016
Multitask Learning of Compact Semantic Codebooks for Context-Aware Scene Modeling.
IEEE Trans. Image Process., 2016

Sparse Representation With Spatio-Temporal Online Dictionary Learning for Promising Video Coding.
IEEE Trans. Image Process., 2016

Distributed optimization of lifetime and throughput with power consumption balance opportunistic routing in dynamic wireless sensor networks.
Int. J. Distributed Sens. Networks, 2016

Complexity constrained representation selection for dynamic adaptive streaming.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Distributed wireless video caching placement for dynamic adaptive streaming.
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016

Joint source-channel rate control for multiview video streaming over erasure channels.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks.
IEEE Trans. Signal Process., 2015

Interactive multiview video scheduling through bargaining.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Joint Spectrum and Power Auction With Multiauctioneer and Multibidder in Coded Cooperative Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2014

Content-aware optimization on rate-distortion and network traffic for scalable video multicast networks.
Multim. Tools Appl., 2014

Joint bandwidth allocation, data scheduling and incentives for scalable video streaming over peer-to-peer networks.
Multim. Tools Appl., 2014

Dynamic rate allocation and opportunistic routing for scalable video multirate multicast over time-varying wireless networks.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Flow Optimization for Scalable Multi-view Video over Wireless Network.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Bandwidth Allocation for Video Streaming over Peer-to-Peer Networks with Nash Bargaining.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Joint spectrum and power allocation in coded cooperative cognitive radio networks.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Auction-Based Power Allocation for Multiuser Two-Way Relaying Networks.
IEEE Trans. Wirel. Commun., 2013

Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks.
IEEE Trans. Veh. Technol., 2013

Joint Opportunistic Network Coding and Opportunistic Routing for Correlated Data Gathering in Wireless Sensor Network.
Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

MR. Eye: A Multi-hop Real-time Wireless Multimedia Sensor Network.
Proceedings of the Advanced Technologies, Embedded and Multimedia for Human-centric Computing, 2013

A scalable depth coding with arc breakpoints based synthesis in 3-D video.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012
Distributed Robust Optimization for Scalable Video Multirate Multicast Over Wireless Networks.
IEEE Trans. Circuits Syst. Video Technol., 2012

A Client-Driven Selective Streaming System for Multi-view Video Transmission.
Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

Incentive-Based Bandwidth Auction for Scalable Streaming in Peer-to-Peer Networks.
Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

2011
Lifetime and Distortion Optimization With Joint Source/Channel Rate Adaptation and Network Coding-Based Error Control in Wireless Video Sensor Networks.
IEEE Trans. Veh. Technol., 2011

Prioritized Flow Optimization With Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting.
IEEE Trans. Circuits Syst. Video Technol., 2011

Joint Coding/Routing Optimization for Distributed Video Sources in Wireless Visual Sensor Networks.
IEEE Trans. Circuits Syst. Video Technol., 2011

Joint Source and Flow Optimization for Scalable Video Multirate Multicast Over Hybrid Wired/Wireless Coded Networks.
IEEE Trans. Circuits Syst. Video Technol., 2011

Network lifetime optimization for wireless video sensor networks with network coding/ARQ hybrid adaptive error-control scheme.
Comput. Networks, 2011

Optimal Layered Multicast with Source Rate Adaption in Two-Level Hierarchical Overlay Networks.
Proceedings of IEEE International Conference on Communications, 2011

Correlated Data Gathering on Dynamic Network Coding Policy and Opportunistic Routing in Wireless Sensor Network.
Proceedings of IEEE International Conference on Communications, 2011

Auction-Based Power Allocation for Multiuser Two-Way Relaying Networks with Network Coding.
Proceedings of the Global Communications Conference, 2011

Global Correlated Data Gathering in Wireless Sensor Networks with Compressive Sensing and Randomized Gossiping.
Proceedings of the Global Communications Conference, 2011

2010
Bandwidth auction for SVC streaming in dynamic multi-overlay.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Optimization on rate allocation and distortion control for scalable video coding multicast networks.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Modeling and Optimization of Network Lifetime in Wireless Video Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2010

A Unified QoS Optimization for Scalable Video Multirate Multicast over Hybrid Coded Network.
Proceedings of IEEE International Conference on Communications, 2010

2009
Receiver-driven layered overlay multicast for scalable video streaming.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Prioritized Flow Optimization with Generalized Routing for Scalable Multirate Multicasting.
Proceedings of IEEE International Conference on Communications, 2009

Joint Coding/Routing Optimization for Correlated Sources in Wireless Visual Sensor Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2006
A Priority-Based Packet Scheduling Architecture for Integrated Services Networks.
IEICE Trans. Commun., 2006

2005
Network TV Broadcasting with Multi-Programs on Application-Oriented QoS.
IEICE Trans. Commun., 2005


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