Peng Yang

Orcid: 0000-0001-8964-0597

Affiliations:
  • Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China
  • University of Waterloo, Department of Electrical and Computer Engineering, ON, Canada (2015-2017, 2018-2019)
  • Huazhong University of Science and Technology, HUST, Wuhan, China (PhD 2018)


According to our database1, Peng Yang authored at least 94 papers between 2013 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Characterizing Internet Card User Portraits for Efficient Churn Prediction Model Design.
IEEE Trans. Mob. Comput., February, 2024

Adaptive Network Configuration for Efficient and Accurate Neural Video Inference.
IEEE Trans. Cogn. Commun. Netw., February, 2024

Learning-Based Query Scheduling and Resource Allocation for Low-Latency Mobile-Edge Video Analytics.
IEEE Internet Things J., February, 2024

Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation.
IEEE Trans. Netw. Sci. Eng., 2024

2023
Low-Latency Edge Video Analytics for On-Road Perception of Autonomous Ground Vehicles.
IEEE Trans. Ind. Informatics, 2023

Collaborative Redundancy Reduction for Communication-based Low-Latency Video Analytics in Autonomous Driving.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Predictive and Robust Field-of-View Selection for Virtual Reality Video Streaming.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Edge-Assisted On-Device Model Update for Video Analytics in Adverse Environments.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Bandwidth-Efficient Edge Video Analytics via Frame Partitioning and Quantization Optimization.
Proceedings of the IEEE International Conference on Communications, 2023

End-Edge Coordinated Joint Encoding and Neural Enhancement for Low-Light Video Analytics.
Proceedings of the IEEE Global Communications Conference, 2023

Deadline Aware Two-Timescale Resource Allocation for VR Video Streaming.
Proceedings of the IEEE Global Communications Conference, 2023

Edge-Assisted Lightweight Region-of-Interest Extraction and Transmission for Vehicle Perception.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation.
IEEE Trans. Parallel Distributed Syst., 2022

On the Prediction Policy for Timely Status Updates in Space-Air-Ground Integrated Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2022

Multitype Highway Mobility Analytics for Efficient Learning Model Design: A Case of Station Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

Adaptive Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022

Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022

Two-Level Soft RAN Slicing for Customized Services in 5G-and-Beyond Wireless Communications.
IEEE Trans. Ind. Informatics, 2022

RESPIRE: Reducing Spatial-Temporal Redundancy for Efficient Edge-Based Industrial Video Analytics.
IEEE Trans. Ind. Informatics, 2022

Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction.
Proceedings of the IEEE INFOCOM 2022, 2022

Cost-Effective Two-Stage Network Slicing for Edge-Cloud Orchestrated Vehicular Networks.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Perceptual Quality Aware Adaptive 360-Degree Video Streaming with Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Communications, 2022

Object-Based Resolution Selection for Efficient Edge-Assisted Multi-Task Video Analytics.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Millimeter-Wave Networks - Beamforming Design and Performance Analysis
Wireless Networks, Springer, ISBN: 978-3-030-88629-5, 2021

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN.
IEEE Trans. Wirel. Commun., 2021

Sequential Message Characterization for Early Classification of Encrypted Internet Traffic.
IEEE Trans. Veh. Technol., 2021

Online Learning Aided Adaptive Multiple Attribute-Based Physical Layer Authentication in Dynamic Environments.
IEEE Trans. Netw. Sci. Eng., 2021

NDN-MMRA: Multi-Stage Multicast Rate Adaptation in Named Data Networking WLAN.
IEEE Trans. Multim., 2021

Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach.
IEEE Trans. Mob. Comput., 2021

LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics.
IEEE Trans. Mob. Comput., 2021

Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics, 2021

Learning-Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission.
IEEE Trans. Cogn. Commun. Netw., 2021

Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2021

FLAG: Flexible, Accurate, and Long-Time User Load Prediction in Large-Scale WiFi System Using Deep RNN.
IEEE Internet Things J., 2021

Trajectory Penetration Characterization for Efficient Vehicle Selection in HD Map Crowdsourcing.
IEEE Internet Things J., 2021

Functional-realistic CT image super-resolution for early-stage pulmonary nodule detection.
Future Gener. Comput. Syst., 2021

Edge Learning for Low-Latency Video Analytics: Query Scheduling and Resource Allocation.
Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021

FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

QoE-driven Mobile 360 Video Streaming: Predictive View Generation and Dynamic Tile Selection.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Multi-Dimensional Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.
Proceedings of the ICC 2021, 2021

Just-Noticeable-Difference Based Coding and Rate Control of Mobile 360° Video Streaming.
Proceedings of the IEEE Global Communications Conference, 2021

Multi-Objective Network Congestion Control via Constrained Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2021

2020
A Hierarchical Soft RAN Slicing Framework for Differentiated Service Provisioning.
IEEE Wirel. Commun., 2020

Named Data Networking Enabled Power Saving Mode Design for WLAN.
IEEE Trans. Veh. Technol., 2020

Performance Analysis and Enhancement of Beamforming Training in 802.11ad.
IEEE Trans. Veh. Technol., 2020

Efficient Hybrid Beamforming With Anti-Blockage Design for High-Speed Railway Communications.
IEEE Trans. Veh. Technol., 2020

Cooperative Edge Caching With Location-Based and Popular Contents for Vehicular Networks.
IEEE Trans. Veh. Technol., 2020

Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics.
IEEE Trans. Ind. Informatics, 2020

Intelligent Quality of Service Aware Traffic Forwarding for Software-Defined Networking/Open Shortest Path First Hybrid Industrial Internet.
IEEE Trans. Ind. Informatics, 2020

Interference Mitigation Via Cross-Tier Cooperation in Heterogeneous Cloud Radio Access Networks.
IEEE Trans. Cogn. Commun. Netw., 2020

SDATP: An SDN-Based Traffic-Adaptive and Service-Oriented Transmission Protocol.
IEEE Trans. Cogn. Commun. Netw., 2020

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network.
CoRR, 2020

Dynamic Spectrum Slicing and Optimization in SAG Integrated Vehicular Networks.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

CKCD: A Fair and Low Latency Queue Control Algorithm for Heterogeneous TCP Flows.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

2019
Fine-Grained TDMA MAC Design toward Ultra-Reliable Broadcast for Autonomous Driving.
IEEE Wirel. Commun., 2019

Transmission Protocol Customization for Network Slicing: A Case Study of Video Streaming.
IEEE Veh. Technol. Mag., 2019

Fast mmwave Beam Alignment via Correlated Bandit Learning.
IEEE Trans. Wirel. Commun., 2019

Content Popularity Prediction Towards Location-Aware Mobile Edge Caching.
IEEE Trans. Multim., 2019

Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT.
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Adaptive-BBR: Fine-Grained Congestion Control with Improved Fairness and Low Latency.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Reducing Redundant Control Messaging for Fast Response in SDN.
Proceedings of the 2019 IEEE/CIC International Conference on Communications in China, 2019

Asymptotic Optimal Edge Resource Allocation for Video Streaming via User Preference Prediction.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Cutting Down Idle Listening Time: A NDN-Enabled Power Saving Mode Design for WLAN.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Cooperation-Based Interference Mitigation in Heterogeneous Cloud Radio Access Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Online UAV Scheduling Towards Throughput QoS Guarantee for Dynamic IoVs.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Big Data Analytics for User Association Characterization in Large-Scale WiFi System.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

On Hybrid Beamforming of mmWave MU-MIMO System for High-Speed Railways.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Delay-Aware IoT Task Scheduling in Space-Air-Ground Integrated Network.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

On Dynamic Mapping and Scheduling of Service Function Chains in SDN/NFV-Enabled Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Edge Caching and Content Delivery with Minimized Delay for Both High-Speed Train and Local Users.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Online Worker Selection Towards High Quality Map Collection for Autonomous Driving.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Synergy of Big Data and 5G Wireless Networks: Opportunities, Approaches, and Challenges.
IEEE Wirel. Commun., 2018

Cooperative Edge Caching in User-Centric Clustered Mobile Networks.
IEEE Trans. Mob. Comput., 2018

Air-Ground Integrated Vehicular Network Slicing With Content Pushing and Caching.
IEEE J. Sel. Areas Commun., 2018

Minimizing Congestion Impairment of Network Update in SDN: A Flow-Based Solution.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

2017
Cost-Effective Cache Deployment in Mobile Heterogeneous Networks.
IEEE Trans. Veh. Technol., 2017

Software Defined Networking Enabled Wireless Network Virtualization: Challenges and Solutions.
IEEE Netw., 2017

Catalyzing Cloud-Fog Interoperation in 5G Wireless Networks: An SDN Approach.
IEEE Netw., 2017

Identifying the Most Valuable Workers in Fog-Assisted Spatial Crowdsourcing.
IEEE Internet Things J., 2017

Self-Sustaining Caching Stations: Towards Cost-Effective 5G-Enabled Vehicular Networks.
CoRR, 2017

Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions.
IEEE Commun. Mag., 2017

Self-Sustaining Caching Stations: Toward Cost-Effective 5G-Enabled Vehicular Networks.
IEEE Commun. Mag., 2017

Time-Constrained Big Data Transfer for SDN-Enabled Smart City.
IEEE Commun. Mag., 2017

Cost-effective vehicular network planning with cache-enabled green roadside units.
Proceedings of the IEEE International Conference on Communications, 2017

Traffic Steering Assisted Mobile Edge Caching: Exploiting Spatial Content Diversity Gain.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Dynamic Mobile Edge Caching with Location Differentiation.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Cost-Efficient Resource Provisioning in Cloud Assisted Mobile Edge Computing.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Software defined Internet of vehicles: architecture, challenges and solutions.
J. Commun. Inf. Networks, 2016

Per-user throughput analysis for secondary users in multi-hop cognitive radio networks.
Comput. Networks, 2016

2014
Secrecy Throughput in Inhomogeneous Wireless Networks with Nonuniform Traffic.
Int. J. Distributed Sens. Networks, 2014

Throughput analysis of cognitive radio networks via stochastic network calculus.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

2013
Throughput capacity of wireless networks with social features.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013


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