Zhifeng Zhao

Orcid: 0000-0002-5479-7890

According to our database1, Zhifeng Zhao authored at least 179 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning With Efficient Communication.
IEEE Trans. Wirel. Commun., January, 2024

AI-Oriented Two-Phase Multifactor Authentication in SAGINs: Prospects and Challenges.
IEEE Consumer Electron. Mag., January, 2024

Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles.
IEEE Trans. Veh. Technol., 2024

Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ.
CoRR, 2024

Interplay of Semantic Communication and Knowledge Learning.
CoRR, 2024

Semantics-Empowered Communications: A Tutorial-Cum-Survey.
IEEE Commun. Surv. Tutorials, 2024

2023
Secure and Efficient Stigmergy-Empowered Blockchain Framework for Heterogeneous Collaborative Services in the Internet of Vehicles.
IEEE Commun. Mag., September, 2023

Temporal-masked skeleton-based action recognition with supervised contrastive learning.
Signal Image Video Process., July, 2023

Knowledge Enhanced Semantic Communication Receiver.
IEEE Commun. Lett., July, 2023

AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching.
IEEE Trans. Cogn. Commun. Netw., April, 2023

Rethinking Modern Communication from Semantic Coding to Semantic Communication.
IEEE Wirel. Commun., February, 2023

Spatial redundancy transformer for self-supervised fluorescence image denoising.
Nat. Comput. Sci., 2023

Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles.
CoRR, 2023

Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture in Internet of Vehicles.
CoRR, 2023

Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning.
CoRR, 2023

Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance.
CoRR, 2023

Rethinking Collaborative Perception from the Spatial-Temporal Importance of Semantic Information.
CoRR, 2023

NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services.
CoRR, 2023

RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning.
CoRR, 2023

AI-Oriented Two-Phase Multi-Factor Authentication in SAGINs: Prospects and Challenges.
CoRR, 2023

EEG Signal-Assisted Algebraic Topological Feature-Enhanced Deep Neural Networks for Gestalt Illusory Contour Perception.
IEEE Access, 2023

Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

Decomposition-based Multi-Agent Distributional Reinforcement Learning for Task-Oriented UAV Collaboration with Noisy Rewards.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Alternate Learning based Sparse Semantic Communications for Visual Transmission.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Multi-Task Collaborative Attention Network for Pedestrian Attribute Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

Semantics-Enhanced Temporal Graph Networks for Content Caching and Energy Saving.
Proceedings of the IEEE International Conference on Communications, 2023

Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles.
Proceedings of the IEEE Global Communications Conference, 2023

Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Hierarchical Meta-Reinforcement Learning for Resource-Efficient Slicing in O-RAN.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Semantic Communication With Adaptive Universal Transformer.
IEEE Wirel. Commun. Lett., 2022

Cooperative Multilayer Edge Caching in Integrated Satellite-Terrestrial Networks.
IEEE Trans. Wirel. Commun., 2022

Stigmergic Independent Reinforcement Learning for Multiagent Collaboration.
IEEE Trans. Neural Networks Learn. Syst., 2022

RAN Information-Assisted TCP Congestion Control Using Deep Reinforcement Learning With Reward Redistribution.
IEEE Trans. Commun., 2022

Adaptive Bit Rate Control in Semantic Communication With Incremental Knowledge-Based HARQ.
IEEE Open J. Commun. Soc., 2022

Trustable Policy Collaboration Scheme for Multi-Agent Stigmergic Reinforcement Learning.
IEEE Commun. Lett., 2022

Semantics-Empowered Communication: A Tutorial-cum-Survey.
CoRR, 2022

Intelligent Computing: The Latest Advances, Challenges and Future.
CoRR, 2022

Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning.
CoRR, 2022

AoI-based Temporal Attention Graph Neural Network for Popularity Prediction in ICN.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

HFedMTL: Hierarchical Federated Multi-Task Learning.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Optimal Probabilistic Collaborative Caching in UAV-Assisted Vehicular Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Demo: Deep Reinforcement Learning for Resource Management in Cellular Network Slicing.
Proceedings of the IEEE INFOCOM 2022, 2022

SCAN: Stronger Collaborative Attention Network for Vehicle Re-Identification.
Proceedings of the International Joint Conference on Neural Networks, 2022

Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network.
IEEE Trans. Veh. Technol., 2021

Roulette Wheel Balancing Algorithm With Dynamic Flowlet Switching for Multipath Datacenter Networks.
IEEE/ACM Trans. Netw., 2021

On the Capacity of Fractal D2D Social Networks with Hierarchical Communications.
IEEE Trans. Mob. Comput., 2021

Negative drain-induced barrier lowering and negative differential resistance effects in negative-capacitance transistors.
Microelectron. J., 2021

An efficient pruning scheme of deep neural networks for Internet of Things applications.
EURASIP J. Adv. Signal Process., 2021

Reinforcement Learning-powered Semantic Communication via Semantic Similarity.
CoRR, 2021

Graph Attention Network-based DRL for Network Slicing Management in Dense Cellular Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Binarizing Super-Resolution Networks by Pixel-Correlation Knowledge Distillation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

RAN Information-assisted TCP Congestion Control via DRL with Reward Redistribution.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Network AI Management & Orchestration: A Federated Multi-task Learning Case.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Progressive Data Mining and Adaptive Weighted Multi-Model Ensemble for Vehicle Re-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Multi-Camera Vehicle Tracking System Based on Spatial-Temporal Filtering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
The Collective Advantage for Advancing Communications and Intelligence.
IEEE Wirel. Commun., 2020

Two-Layer Game Based Resource Allocation in Cloud Based Integrated Terrestrial-Satellite Networks.
IEEE Trans. Cogn. Commun. Netw., 2020

Study on Base Station Topology in National Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics.
IEEE Syst. J., 2020

Effect of different capacitance matching on negative capacitance FDSOI transistors.
Microelectron. J., 2020

Target detection for multi-UAVs via digital pheromones and navigation algorithm in unknown environments.
Frontiers Inf. Technol. Electron. Eng., 2020

GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing.
IEEE J. Sel. Areas Commun., 2020

Performance improvement of timing and power variations due to random dopant fluctuation in negative-capacitance CMOS inverters.
IET Circuits Devices Syst., 2020

The LSTM-Based Advantage Actor-Critic Learning for Resource Management in Network Slicing With User Mobility.
IEEE Commun. Lett., 2020

Intelligent Slicing of Radio Resource Control Layer for Cellular IoT: Design and Implementation.
CoRR, 2020

Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group.
IEEE Access, 2020

Graph Convolutional Multi-Agent Reinforcement Learning for UAV Coverage Control.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

The Implementation of Asynchronous Advantage Actor-Critic with Stigmergy in Network-assisted Multi-agent System.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

The implementation of stigmergy in network-assisted multi-agent system.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Study of Work-Function Variation on Performance of Dual-Metal Gate Fin Field-Effect Transistor.
Proceedings of the Machine Learning and Artificial Intelligence, 2020

Capacity Analysis of Multi-layer Satellite Networks.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Learning to Prune in Training via Dynamic Channel Propagation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Efficient Deep Structure Learning for Resource-Limited IoT Devices.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Fundamentals on Base Stations in Urban Cellular Networks: From the Perspective of Algebraic Topology.
IEEE Wirel. Commun. Lett., 2019

Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective.
IEEE Trans. Veh. Technol., 2019

The Stochastic Geometry Analyses of Cellular Networks With $\alpha$ -Stable Self-Similarity.
IEEE Trans. Commun., 2019

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2019

Bridging the Physical, the Digital, and the Social.
IEEE Internet Things Mag., 2019

AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks.
IEEE Internet Things J., 2019

Multicast scheduling for delay-energy trade-off under bursty request arrivals in cellular networks.
IET Commun., 2019

Deep Reinforcement Learning With Discrete Normalized Advantage Functions for Resource Management in Network Slicing.
IEEE Commun. Lett., 2019

Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration.
CoRR, 2019

The Collective Intelligence for Advancing 6G Communications.
CoRR, 2019

Deep Learning with Long Short-Term Memory for Time Series Prediction.
IEEE Commun. Mag., 2019

Brain-Inspired Stigmergy Learning.
IEEE Access, 2019

Demo: The Design and Implementation of Intelligent Software Defined Security Framework.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Statistics-Enhanced Destination Prediction Model for Multi-Users Based on Deep Learning.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019

GAN-Based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

A testbed for intelligent software defined security framework.
Proceedings of the ACM Turing Celebration Conference - China, 2019

2018
Machine learning-based IDS for software-defined 5G network.
IET Networks, 2018

Wireless big data in cellular networks: the cornerstone of smart cities.
IET Commun., 2018

Brain-Inspired Stigmergy Learning.
CoRR, 2018

Fundamentals on Base Stations in Cellular Networks: From the Perspective of Algebraic Topology.
CoRR, 2018

Study on Base Station Topology in Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics.
CoRR, 2018

Deep Reinforcement Learning for Network Slicing.
CoRR, 2018

Deep Reinforcement Learning for Resource Management in Network Slicing.
IEEE Access, 2018

Deep Learning-Based Intelligent Dual Connectivity for Mobility Management in Dense Network.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

On the Capacity of D2D Social Networks With Fractal Communications.
Proceedings of the 25th International Conference on Telecommunications, 2018

2017
Intelligent 5G: When Cellular Networks Meet Artificial Intelligence.
IEEE Wirel. Commun., 2017

The Learning and Prediction of Application-Level Traffic Data in Cellular Networks.
IEEE Trans. Wirel. Commun., 2017

The Logistic Regression from the Viewpoint of the Factor Space Theory.
Int. J. Comput. Commun. Control, 2017

Temporal-spatial distribution nature of traffic and base stations in cellular networks.
IET Commun., 2017

Cooperation-Based Probabilistic Caching Strategy in Clustered Cellular Networks.
IEEE Commun. Lett., 2017

The Stochastic Geometry Analyses of Cellular Networks with α-Stable Self-Similarity.
CoRR, 2017

On the Capacity of Wireless Networks with Fractal and Hierarchical Social Communications.
CoRR, 2017

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network.
CoRR, 2017

On the Capacity of Fractal Wireless Networks With Direct Social Interactions.
CoRR, 2017

SDN Based VxLAN Optimization in Cloud Computing Networks.
IEEE Access, 2017

The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks.
IEEE Access, 2017

A resource scheduling scheme based on utility function in CoMP environment.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017

An intelligent honeynet architecture based on software defined security.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017

On the Emerging of Scaling Law, Fractality and Small-World in Cellular Networks.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Intelligent Optimizing Scheme for Load Balancing in Software Defined Networks.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Cooperate Caching with Multicast for Mobile Edge Computing in 5G Networks.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Nuclear quadrupole resonance signal detectability enhancement methods - An overview.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

A revisiting to queueing theory for mobile instant messaging with keep-alive mechanism in cellular networks.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Not Call Me Cellular Any More: The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks.
CoRR, 2016

The Learning and Prediction of Application-level Traffic Data in Cellular Networks.
CoRR, 2016

What is the Best Spatial Distribution to Model Base Station Density? A Deep Dive into Two European Mobile Networks.
IEEE Access, 2016

ISD-WiFi: An intelligent SDN based solution for enterprise WLANs.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Optimizing routing and server selection in intelligent SDN-based CDN.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Characterizing and Modeling Social Mobile Data Traffic in Cellular Networks.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

Energy-Efficient User Association and Downlink Power Allocation in Software Defined HetNet.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

Latency analysis of cooperative caching with multicast for 5G wireless networks.
Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016

Architecture and Application of SDN/NFV-enabled Space-Terrestrial Integrated Network.
Proceedings of the Space Information Networks - First International Conference, 2016

A reality check of Base Station Spatial Distribution in mobile networks.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

On the dependence between base stations deployment and traffic spatial distribution in cellular networks.
Proceedings of the 23rd International Conference on Telecommunications, 2016

2015
On the α-Stable Distribution of Base Stations in Cellular Networks.
IEEE Commun. Lett., 2015

Large-Scale Spatial Distribution Identification of Base Stations in Cellular Networks.
IEEE Access, 2015

Understanding the Traffic Nature of Mobile Instantaneous Messaging in Cellular Networks: A Revisiting to α-Stable Models.
IEEE Access, 2015

Energy Efficiency Analysis of Heterogeneous Cellular Networks with Downlink and Uplink Decoupling.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks.
IEEE Trans. Wirel. Commun., 2014

Toward 5G: when explosive bursts meet soft cloud.
IEEE Netw., 2014

Adaptive multi-task compressive sensing for localisation in wireless local area networks.
IET Commun., 2014

Understanding the Nature of Social Mobile Instant Messaging in Cellular Networks.
IEEE Commun. Lett., 2014

Energy savings scheme in radio access networks via compressive sensing-based traffic load prediction.
Trans. Emerg. Telecommun. Technol., 2014

Large-scale Spatial Distribution Identification of Base Stations in Cellular Networks.
CoRR, 2014

Modeling Spatial Distributions of Base Stations in Cellular Networks.
CoRR, 2014

The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice.
IEEE Commun. Mag., 2014

An adaptive scheme for data forwarding in software defined network.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Two-tier spatial modeling of base stations in cellular networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Service-oriented cross-layer management for software-defined cellular networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Characterizing spatial patterns of base stations in cellular networks.
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

An approximate algorithm of controller configuration in multi-domain SDN architecture.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2013
Stochastic Power Adaptation with Multiagent Reinforcement Learning for Cognitive Wireless Mesh Networks.
IEEE Trans. Mob. Comput., 2013

Human Mobility Patterns in Cellular Networks.
IEEE Commun. Lett., 2013

Downlink interference minimization in cooperative cognitive LTE-femtocell networks.
EURASIP J. Wirel. Commun. Netw., 2013

Compressive sensing based overhead reduction scheme in multi-antenna downlink management.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

Detection of primary user emulation attacks based on compressive sensing in cognitive radio networks.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

Location information based interference control for cognitive radio network in TV white spaces.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Reciprocal learning for cognitive medium access.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Hard combining based energy efficient spectrum sensing in cognitive radio network.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
An adaptive method to capture weldlines during the injection mold filling.
Comput. Math. Appl., 2012

Conjectural variations in multi-agent reinforcement learning for energy-efficient cognitive wireless mesh networks.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

The predictability of cellular networks traffic.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

A pilot-aided channel estimation method for FBMC/OQAM communications system.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

GM-PAB: A grid-based energy saving scheme with predicted traffic load guidance for cellular networks.
Proceedings of IEEE International Conference on Communications, 2012

Energy saving through a learning framework in greener cellular radio access networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Adaptive Bayesian Compressed Sensing based localization in wireless networks.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012

2011
Reinforcement Learning Enhanced Iterative Power Allocation in Stochastic Cognitive Wireless Mesh Networks.
Wirel. Pers. Commun., 2011

Compressed sensing for efficient random routing in multi-hop wireless sensor networks.
Int. J. Commun. Networks Distributed Syst., 2011

Power Allocation for Cognitive Wireless Mesh Networks by Applying Multi-agent Q-learning Approach
CoRR, 2011

Removing impulse noise influence in FBMC system by compressive sensing.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Energy efficient data gathering based on distributed iLT coding.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Distributed anomaly event detection in wireless networks using compressed sensing.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Dynamic energy savings in heterogeneous cellular networks based on traffic prediction using compressive sensing.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Collaborative spectrum sharing based on information pooling for cognitive radio networks with channel heterogeneity.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Exploration vs exploitation for distributed channel access in cognitive radio networks: A multi-user case study.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011

Compressed sensing for abnormal event detection in wireless networks.
Proceedings of the 6th International ICST Conference on Communications and Networking in China, 2011

2010
HCRL: A new routing protocol for multi-interface wireless mesh network.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

LT coding over the network.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

Adaptive threshold enhanced filter banks for wireless microphone detection in IEEE 802.22 WRAN.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

2009
Intercluster Connection in Cognitive Wireless Mesh Networks Based on Intelligent Network Coding.
EURASIP J. Adv. Signal Process., 2009

Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding.
Proceedings of the IEEE 20th International Symposium on Personal, 2009

2003
An Estimation Based Adaptive Fairness Algorithm for Ad Hoc Networks.
Proceedings of the 17th International Conference on Advanced Information Networking and Applications (AINA'03), 2003


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