Fangxin Wang

Orcid: 0000-0003-2559-045X

Affiliations:
  • Chinese University of Hong Kong, Shenzhen, China


According to our database1, Fangxin Wang authored at least 68 papers between 2013 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Proffler: Toward Collaborative and Scalable Edge-Assisted Crowdsourced Livecast.
IEEE Internet Things J., January, 2024

On AoI of Grant-Free Access With HARQ.
IEEE Trans. Commun., 2024

Large Language Model Adaptation for Networking.
CoRR, 2024

LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication.
CoRR, 2024

2023
Backup Battery Allocation and Workload Migration Against Electrical Load Shedding at Edge.
IEEE Internet Things J., October, 2023

FedAB: Truthful Federated Learning With Auction-Based Combinatorial Multi-Armed Bandit.
IEEE Internet Things J., September, 2023

Ebublio: Edge-Assisted Multiuser 360° Video Streaming.
IEEE Internet Things J., September, 2023

Optimizing Efficient Personalized Federated Learning with Hypernetworks at Edge.
IEEE Netw., 2023

FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models.
CoRR, 2023

MANSY: Generalizing Neural Adaptive Immersive Video Streaming With Ensemble and Representation Learning.
CoRR, 2023

LiveVV: Human-Centered Live Volumetric Video Streaming System.
CoRR, 2023

From Capture to Display: A Survey on Volumetric Video.
CoRR, 2023

ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration.
CoRR, 2023

Unimodal Training-Multimodal Prediction: Cross-modal Federated Learning with Hierarchical Aggregation.
CoRR, 2023

CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming.
Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2023

Mobile Volumetric Video Streaming System through Implicit Neural Representation.
Proceedings of the 2023 Workshop on Emerging Multimedia Systems, 2023

RepCaM: Re-parameterization Content-aware Modulation for Neural Video Delivery.
Proceedings of the 33rd Workshop on Network and Operating System Support for Digital Audio and Video, 2023

FSVVD: A Dataset of Full Scene Volumetric Video.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

Understanding User Behavior in Volumetric Video Watching: Dataset, Analysis and Prediction.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos.
Proceedings of the IEEE INFOCOM 2023, 2023

Collaborative Streaming and Super Resolution Adaptation for Mobile Immersive Videos.
Proceedings of the IEEE INFOCOM 2023, 2023

SJA: Server-driven Joint Adaptation of Loss and Bitrate for Multi-Party Realtime Video Streaming.
Proceedings of the IEEE INFOCOM 2023, 2023

Cluster-driven GNN-based Federated Recommendation with Biased Message Dropout.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Learning Cautiously in Federated Learning with Noisy and Heterogeneous Clients.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022
CharmSeeker: Automated Pipeline Configuration for Serverless Video Processing.
IEEE/ACM Trans. Netw., 2022

Computing Cost Optimization for Multi-BS in MEC by Offloading.
Mob. Networks Appl., 2022

Ebublio: Edge Assisted Multi-user 360-Degree Video Streaming.
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

Where Are You Looking?: A Large-Scale Dataset of Head and Gaze Behavior for 360-Degree Videos and a Pilot Study.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Batch Adaptative Streaming for Video Analytics.
Proceedings of the IEEE INFOCOM 2022, 2022

CASVA: Configuration-Adaptive Streaming for Live Video Analytics.
Proceedings of the IEEE INFOCOM 2022, 2022

Maxim: DRL-Based Cross-Camera Streaming Configuration for Real-Time Video Analytics.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Towards Joint Loss and Bitrate Adaptation in Realtime Video Streaming.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021
Multi-Adversarial In-Car Activity Recognition Using RFIDs.
IEEE Trans. Mob. Comput., 2021

Serverless Empowered Video Analytics for Ubiquitous Networked Cameras.
IEEE Netw., 2021

Intelligent Edge Learning for Personalized Crowdsourced Livecast: Challenges, Opportunities, and Solutions.
IEEE Netw., 2021

Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines.
Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

Demystifying the Relationship Between Network Latency and Mobility on High-Speed Rails: Measurement and Prediction.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Workload Migration across Distributed Data Centers under Electrical Load Shedding.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

2020
DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning.
IEEE/ACM Trans. Netw., 2020

Channel Selective Activity Recognition with WiFi: A Deep Learning Approach Exploring Wideband Information.
IEEE Trans. Netw. Sci. Eng., 2020

Car4Pac: Last Mile Parcel Delivery Through Intelligent Car Trip Sharing.
IEEE Trans. Intell. Transp. Syst., 2020

Follow me Robot-Mind: Cloud brain based personalized robot service with migration.
Future Gener. Comput. Syst., 2020

Deep Learning for Edge Computing Applications: A State-of-the-Art Survey.
IEEE Access, 2020

Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019
When RFID Meets Deep Learning: Exploring Cognitive Intelligence for Activity Identification.
IEEE Wirel. Commun., 2019

Backup Battery Analysis and Allocation against Power Outage for Cellular Base Stations.
IEEE Trans. Mob. Comput., 2019

Demystifying the Crowd Intelligence in Last Mile Parcel Delivery for Smart Cities.
IEEE Netw., 2019

On Spatial Diversity in WiFi-Based Human Activity Recognition: A Deep Learning-Based Approach.
IEEE Internet Things J., 2019

A Survey on Deep Learning Empowered IoT Applications.
IEEE Access, 2019

Toward Optimal Resource Allocation for Task Offloading in Mobile Edge Computing.
Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Systems, 2019

WiCAR: wifi-based in-car activity recognition with multi-adversarial domain adaptation.
Proceedings of the International Symposium on Quality of Service, 2019

Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Towards Low Latency Multi-viewpoint 360° Interactive Video: A Multimodal Deep Reinforcement Learning Approach.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

DeePar: A Hybrid Device-Edge-Cloud Execution Framework for Mobile Deep Learning Applications.
Proceedings of the IEEE INFOCOM 2019, 2019

A Location-Aware Duty Cycle Approach toward Energy-Efficient Mobile Crowdsensing.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

A Novel Heat-Proof Clothing Design Algorithm Based on Heat Conduction Theory.
Proceedings of the Data Science - 6th International Conference, 2019

2018
Optimizing Personalized Interaction Experience in Crowd-Interactive Livecast: A Cloud-Edge Approach.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Highlight-Aware Content Placement in Crowdsourced Livecast Services.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Practical Key Tag Monitoring in RFID Systems.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Ridesharing as a Service: Exploring Crowdsourced Connected Vehicle Information for Intelligent Package Delivery.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Edge Computing Empowered Generative Adversarial Networks for Realtime Road Sensing.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Sensing Power Spectrum Density of True Ultrasounds on Mobile Devices.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Task Scheduling with Optimized Transmission Time in Collaborative Cloud-Edge Learning.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

2017
BatAlloc: Effective Battery Allocation against Power Outage for Cellular Base Stations.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

2016
CCDN: Content-Centric Data Center Networks.
IEEE/ACM Trans. Netw., 2016

DVMP: Incremental traffic-aware VM placement on heterogeneous servers in data centers.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

2015
Bandwidth guaranteed virtual network function placement and scaling in datacenter networks.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

2013
An introduction to the variable neighborhood and the related adaptive determination algorithm.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013


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