Qianqian Yang

Orcid: 0000-0003-4747-9410

Affiliations:
  • Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou, China
  • Imperial College London, Electrical and Electronic Engineering Department, UK (PhD)
  • Zhejiang University, State Key Laboratory of Industrial Control Technology, Hangzhou, China (former)


According to our database1, Qianqian Yang authored at least 88 papers between 2012 and 2024.

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

Timeline

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Bibliography

2024
AccEPT: An Acceleration Scheme for Speeding up Edge Pipeline-Parallel Training.
IEEE Trans. Mob. Comput., December, 2024

Global Communications Newsletter.
IEEE Commun. Mag., November, 2024

Contrastive Learning-Based Semantic Communications.
IEEE Trans. Commun., October, 2024

FTPipeHD: A Fault-Tolerant Pipeline-Parallel Distributed Training Approach for Heterogeneous Edge Devices.
IEEE Trans. Mob. Comput., April, 2024

Object-attribute-relation model-based semantic coding for image transmission.
J. Frankl. Inst., 2024

A Joint Communication and Computation Design for Distributed RIS-Assisted Probabilistic Semantic Communication in IIoT.
IEEE Internet Things J., 2024

Semantic Communication for Efficient Point Cloud Transmission.
CoRR, 2024

Multi-Sources Fusion Learning for Multi-Points NLOS Localization in OFDM System.
CoRR, 2024

Green Probabilistic Semantic Communication over Wireless Networks.
CoRR, 2024

Object-Attribute-Relation Representation based Video Semantic Communication.
CoRR, 2024

Distributed Indirect Source Coding with Decoder Side Information.
CoRR, 2024

Point Cloud Compression with Implicit Neural Representations: A Unified Framework.
CoRR, 2024

Robust Continuous-Time Beam Tracking with Liquid Neural Network.
CoRR, 2024

A Joint Communication and Computation Design for Distributed RISs Assisted Probabilistic Semantic Communication in IIoT.
CoRR, 2024

FeDeRA: Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition.
CoRR, 2024

Secure Semantic Communication for Image Transmission in the Presence of Eavesdroppers.
CoRR, 2024

Probabilistic Semantic Communication over Wireless Networks with Rate Splitting.
CoRR, 2024

A Nearly Information Theoretically Secure Approach for Semantic Communications over Wiretap Channel.
CoRR, 2024

Point Cloud in the Air.
CoRR, 2024

Spectral Efficiency Maximization for Probabilistic Semantic Communication with Rate Splitting.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Multi -Sources Information Fusion Learning for Multi-Points NLOS Localization.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Knowledge-Aided Semantic Communication Leveraging Probabilistic Graphical Modeling.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Sum Rate Maximization for Distributed Riss Assisted Probabilistic Semantic Communication.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Enhancing Image Privacy in Semantic Communication over Wiretap Channels Leveraging Differential Privacy.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Multi-User Probabilistic Semantic Communication with Semantic Compression Ratio Optimization.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

Latency-minimizing Semantic Communication with Dynamic Model Partitioning.
Proceedings of the IEEE International Conference on Communications, 2024

Resource Allocation for Green Probabilistic Semantic Communication with Rate Splitting.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

Minimizing End-to-End Latency for Joint Source-Channel Coding Systems.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023
A Lightweight Mobile-Anchor-Based Multi-Target Outdoor Localization Scheme Using LoRa Communication.
IEEE Trans. Green Commun. Netw., December, 2023

Semantic-Aware Digital Twin for Metaverse: A Comprehensive Review.
IEEE Wirel. Commun., August, 2023

Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation.
IEEE Trans. Medical Imaging, June, 2023

AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images.
Medical Image Anal., May, 2023

Semantic-Preserved Communication System for Highly Efficient Speech Transmission.
IEEE J. Sel. Areas Commun., 2023

Confidant: Customizing Transformer-based LLMs via Collaborative Edge Training.
CoRR, 2023

Information-Theoretic Limits on Compression of Semantic Information.
CoRR, 2023

Semantic Communication with Probability Graph: A Joint Communication and Computation Design.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Deep Learning Enabled Semantic Communication Systems for Video Transmission.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Contrastive Learning based Semantic Communication for Wireless Image Transmission.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Coded Parallelism for Distributed Deep Learning.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Task-Oriented Communication with Reliability-Driven Retransmission Request.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Efficient Pruning Method for Learned Lossy Image Compression Models Based on Side Information.
Proceedings of the IEEE International Conference on Image Processing, 2023

Attention Guided Deep Learning for CSI Compression and Feedback.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Cooperative Task-Oriented Communication for Multi-Modal Data with Transmission Control.
Proceedings of the IEEE International Conference on Communications, 2023

Resource Allocation for Capacity Optimization in Joint Source-Channel Coding Systems.
Proceedings of the IEEE International Conference on Communications, 2023

Generative Model based Highly Efficient Semantic Communication Approach for Image Transmission.
Proceedings of the IEEE International Conference on Acoustics, 2023

Soft Actor-Critic-Based Multi-TTI Precoding for Multi-Modal RTBC Over MIMO Systems.
Proceedings of the IEEE Global Communications Conference, 2023

Semantic-aware Transmission for Robust Point Cloud Classification.
Proceedings of the IEEE Global Communications Conference, 2023

MIMO Precoding Design with QoS and Per-Antenna Power Constraints.
Proceedings of the IEEE Global Communications Conference, 2023

The Model Inversion Eavesdropping Attack in Semantic Communication Systems.
Proceedings of the IEEE Global Communications Conference, 2023

Deep Joint Source-Channel Coding for Wireless Image Transmission with Entropy-Aware Adaptive Rate Control.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Asynchronous Federated Learning Over Wireless Communication Networks.
IEEE Trans. Wirel. Commun., 2022

DeU-Net 2.0: Enhanced deformable U-Net for 3D cardiac cine MRI segmentation.
Medical Image Anal., 2022

AsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation.
CoRR, 2022

OTFPF: Optimal Transport-Based Feature Pyramid Fusion Network for Brain Age Estimation with 3D Overlapped ConvNeXt.
CoRR, 2022

Semantic Communication Approach for Multi-Task Image Transmission.
Proceedings of the 96th Vehicular Technology Conference, 2022

Performance Optimization of Energy Efficient Semantic Communications over Wireless Networks.
Proceedings of the 96th Vehicular Technology Conference, 2022

Self-Attention DDPG for Multi-Beam Combining in mmWave MIMO Systems.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

From Object-Attribute-Relation Semantic Representation to Video Generation: A Multiple Variational Autoencoder Approach.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Wireless Transmission of Images with the Assistance of Multi-level Semantic Information.
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

A Resource-Efficient Deep Learning Framework for Low-Dose Brain Pet Image Reconstruction and Analysis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

JMSNAS: Joint Model Split and Neural Architecture Search for Learning over Mobile Edge Networks.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Blind Channel Estimation for MIMO Systems via Variational Inference.
Proceedings of the IEEE International Conference on Communications, 2022

Semantic-aware Speech to Text Transmission with Redundancy Removal.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

2021
Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun., 2021

RCoNet: Deformable Mutual Information Maximization and High-Order Uncertainty-Aware Learning for Robust COVID-19 Detection.
IEEE Trans. Neural Networks Learn. Syst., 2021

Communication-Efficient Federated Learning With Binary Neural Networks.
IEEE J. Sel. Areas Commun., 2021

FTPipeHD: A Fault-Tolerant Pipeline-Parallel Distributed Training Framework for Heterogeneous Edge Devices.
CoRR, 2021

Channel Prediction Based on A Novel Physics-Inspired Generative Learning Structure.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

2020
Centralized Caching and Delivery of Correlated Contents Over Gaussian Broadcast Channels.
IEEE Trans. Commun., 2020

User Movements Aware Coded Caching in Small-Cell Networks.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops, 2020

CNN-Based Analog CSI Feedback in FDD MIMO-OFDM Systems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands.
IEEE Trans. Commun., 2019

Deep Convolutional Compression For Massive MIMO CSI Feedback.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2018
Coded Caching and Content Delivery With Heterogeneous Distortion Requirements.
IEEE Trans. Inf. Theory, 2018

Centralized caching and delivery of correlated contents over a Gaussian broadcast channel.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Centralized Coded Caching of Correlated Contents.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Decentralized Caching and Coded Delivery With Distinct Cache Capacities.
IEEE Trans. Commun., 2017

The multi-layer information bottleneck problem.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Audience retention rate aware coded video caching.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

2016
Coded caching for a large number of users.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Centralized coded caching for heterogeneous lossy requests.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Decentralized coded caching with distinct cache capacities.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Energy-Efficient Probabilistic Area Coverage in Wireless Sensor Networks.
IEEE Trans. Veh. Technol., 2015

Variable-power scheduling for perpetual target coverage in energy harvesting wireless sensor networks.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

2014
Towards optimal barrier coverage in wireless sensor and actor networks.
Proceedings of the IEEE Global Communications Conference, 2014

2013
Energy-efficient area coverage in bistatic radar sensor networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
Energy-efficient probabilistic full coverage in wireless sensor networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012


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