Tao Han

Orcid: 0000-0002-6626-1305

Affiliations:
  • University of North Carolina at Charlotte, Department Electrical and Computer Engineering, NC, USA
  • New Jersey Institute of Technology, Department of Electrical and Computer Engineering, Advanced Networking Lab., Newark, NJ, USA (PhD 2015)


According to our database1, Tao Han authored at least 130 papers between 2008 and 2024.

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Bibliography

2024
A Digitized You in My Eye: A Perceptually Driven Spatial Communication Prototype for XR.
IEEE Wirel. Commun., August, 2024

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

BPS: Batching, Pipelining, Surgeon of Continuous Deep Inference on Collaborative Edge Intelligence.
IEEE Trans. Cloud Comput., 2024

WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer.
CoRR, 2024

DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation.
CoRR, 2024

WEATHER-5K: A Large-scale Global Station Weather Dataset Towards Comprehensive Time-series Forecasting Benchmark.
CoRR, 2024

FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation.
CoRR, 2024

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling.
CoRR, 2024

CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer.
CoRR, 2024

Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model.
CoRR, 2024

ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast.
CoRR, 2024

FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting.
CoRR, 2024

Is Artificial Intelligence Providing the Second Revolution for Weather Forecasting?
CoRR, 2024

Attentive Partial Convolution for RGBD Image Inpainting.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Towards a Self-contained Data-driven Global Weather Forecasting Framework.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Special-Purpose Video Streaming Codec for Internet-based Remote Driving.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2024

2023
5G, 6G, and Beyond: Recent advances and future challenges.
Ann. des Télécommunications, October, 2023

Domain-Adaptive Crowd Counting via High-Quality Image Translation and Density Reconstruction.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

FedSTN: Graph Representation Driven Federated Learning for Edge Computing Enabled Urban Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., August, 2023

Real-Time Dynamic Map With Crowdsourcing Vehicles in Edge Computing.
IEEE Trans. Intell. Veh., April, 2023

Security in 5G and beyond recent advances and future challenges.
Secur. Priv., 2023

MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Deep Reinforcement Learning for End-to-End Network Slicing: Challenges and Solutions.
IEEE Netw., 2023

Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System.
CoRR, 2023

FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation.
CoRR, 2023

Traffic Sign Interpretation in Real Road Scene.
CoRR, 2023

FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead.
CoRR, 2023

Photovoltaic Power Generation Prediction Based on In-Depth Learning for Smart Grid.
Proceedings of the 32nd Wireless and Optical Communications Conference, 2023

AweRAN: Making a Case for Application-aware Radio Access Network Slicing.
Proceedings of the 17th ACM Workshop on Wireless Network Testbeds, 2023

MetaStream: Live Volumetric Content Capture, Creation, Delivery, and Rendering in Real Time.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Dystri: A Dynamic Inference based Distributed DNN Service Framework on Edge.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RoNet: Toward Robust Neural Assisted Mobile Network Configuration.
Proceedings of the IEEE International Conference on Communications, 2023

The Pinch Sensor: An Input Device for In-Hand Manipulation with the Index Finger and Thumb.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

2022
Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2022

Multitask Attention Network for Lane Detection and Fitting.
IEEE Trans. Neural Networks Learn. Syst., 2022

Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting.
IEEE Trans. Neural Networks Learn. Syst., 2022

Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2022

Towards Secure and Intelligent Network Slicing for 5G Networks.
IEEE Open J. Comput. Soc., 2022

Realtime 3D Object Detection for Headsets.
CoRR, 2022

DeepMix: mobility-aware, lightweight, and hybrid 3D object detection for headsets.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

NeuLens: spatial-based dynamic acceleration of convolutional neural networks on edge.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

On Carrier Scheme Convergence: A WFRFT-based Hybrid Carrier Scheme Demonstration.
Proceedings of the IEEE INFOCOM 2022, 2022

DR.VIC: Decomposition and Reasoning for Video Individual Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Atlas: automate online service configuration in network slicing.
Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, 2022

2021
LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds.
CoRR, 2021

A survey on sleep mode techniques for ultra-dense networks in 5G and beyond.
Comput. Networks, 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

LiveMap: Real-Time Dynamic Map in Automotive Edge Computing.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

DeepMix: A Real-time Adaptive Virtual Content Registration System with Intelligent Detection.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

FLeX: Trading Edge Computing Resources for Federated Learning via Blockchain.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks.
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021

OnSlicing: online end-to-end network slicing with reinforcement learning.
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021

2020
Guest Editorial: Special Section on Social and Cognitive Mobile Computing in Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2020

FedVision: Federated Video Analytics With Edge Computing.
IEEE Open J. Comput. Soc., 2020

Learning-Assisted Secure End-to-End Network Slicing for Cyber-Physical Systems.
IEEE Netw., 2020

Learning Independent Instance Maps for Crowd Localization.
CoRR, 2020

Air-Ground Integrated Mobile Edge Networks: A Survey.
IEEE Access, 2020

Distributed Video Analysis for Mobile Live Broadcasting Services.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

TrustServing: A Quality Inspection Sampling Approach for Remote DNN Services.
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

DecOp: Decentralized Network Operations in Software Defined Networking using Blockchain.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

EdgeSlice: Slicing Wireless Edge Computing Network with Decentralized Deep Reinforcement Learning.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Focus on Semantic Consistency for Cross-Domain Crowd Understanding.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing.
Proceedings of the IEEE Global Communications Conference, 2020

A Flow Base Bi-path Network for Cross-Scene Video Crowd Understanding in Aerial View.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020


2019
Energy-Efficient Virtual Radio Access Networks for Multi-Operators Cooperative Cellular Networks.
IEEE Trans. Green Commun. Netw., 2019

Energy-Efficient On-Demand Resource Provisioning in Cloud Radio Access Networks.
IEEE Trans. Green Commun. Netw., 2019

Online Proactive Caching in Mobile Edge Computing Using Bidirectional Deep Recurrent Neural Network.
IEEE Internet Things J., 2019

Domain-adaptive Crowd Counting via Inter-domain Features Segregation and Gaussian-prior Reconstruction.
CoRR, 2019

On Mobile Edge Caching.
IEEE Commun. Surv. Tutorials, 2019

Ieee Access Special Section Editorial: Cloud and Big Data-Based Next-Generation Cognitive Radio Networks.
IEEE Access, 2019

DIRECT: Distributed Cross-Domain Resource Orchestration in Cellular Edge Computing.
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

VirtualEdge: Multi-Domain Resource Orchestration and Virtualization in Cellular Edge Computing.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Joint Computation and Communication Resource Allocation for Energy-Efficient Mobile Edge Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Smart-Decision System for Realtime Mobile AR Applications.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

When Network Slicing meets Deep Reinforcement Learning.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018
Wireless Caching Aided 5G Networks.
Wirel. Commun. Mob. Comput., 2018

Emerging Technologies for Vehicular Communication Networks.
Wirel. Commun. Mob. Comput., 2018

Energy-Aware Virtual Machine Management in Inter-Datacenter Networks Over Elastic Optical Infrastructure.
IEEE Trans. Green Commun. Netw., 2018

On Designing Energy-Efficient Heterogeneous Cloud Radio Access Networks.
IEEE Trans. Green Commun. Netw., 2018

An Edge Network Orchestrator for Mobile Augmented Reality.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Demo Abstract: Themis: Cross-Domain Resource Orchestration and Virtualization in Cellular Computing Networks.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

DARE: Dynamic Adaptive Mobile Augmented Reality with Edge Computing.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

A Smart Service Rebuilding Scheme across Cloudlets via Mobile AR Frame Feature Mapping.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Energy-Efficient On-Demand Cloud Radio Access Networks Virtualization.
Proceedings of the IEEE Global Communications Conference, 2018

Joint Radio and Computation Resource Management for Low Latency Mobile Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Smart Grid Enabled Mobile Networks: Jointly Optimizing BS Operation and Power Distribution.
IEEE/ACM Trans. Netw., 2017

Network Utility Aware Traffic Load Balancing in Backhaul-Constrained Cache-Enabled Small Cell Networks with Hybrid Power Supplies.
IEEE Trans. Mob. Comput., 2017

Distributed Energy-Spectrum Trading in Green Cognitive Radio Cellular Networks.
IEEE Trans. Green Commun. Netw., 2017

DRAPS: Dynamic and resource-aware placement scheme for docker containers in a heterogeneous cluster.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Demo abstract: MExR: Mobile edge resource management for mixed reality applications.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

V-handoff: A practical energy efficient handoff for 802.11 infrastructure networks.
Proceedings of the IEEE International Conference on Communications, 2017

Big-data-driven network partitioning for ultra-dense radio access networks.
Proceedings of the IEEE International Conference on Communications, 2017

Energy-Efficient RRH Sleep Mode for Virtual Radio Access Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Data-Driven Network Optimization in Ultra-Dense Radio Access Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Fast and accurate object analysis at the edge for mobile augmented reality: demo.
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

Edge datastore for distributed vision analytics: poster.
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

2016
Gate: greening at the edges.
IEEE Wirel. Commun., 2016

Provisioning Green Energy for Base Stations in Heterogeneous Networks.
IEEE Trans. Veh. Technol., 2016

A Traffic Load Balancing Framework for Software-Defined Radio Access Networks Powered by Hybrid Energy Sources.
IEEE/ACM Trans. Netw., 2016

Freenet: Spectrum and energy harvesting wireless networks.
IEEE Netw., 2016

Intelligent battery management for cellular networks with hybrid energy supplies.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Revenue Driven Virtual Machine Management in Green Datacenter Networks Towards Big Data.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Computing Resource Aware Energy Saving Scheme for Cloud Radio Access Networks.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
RADIATE: radio over fiber as an antenna extender for high-speed train communications.
IEEE Wirel. Commun., 2015

GATE: Greening At The Edge.
CoRR, 2015

On Green-Energy-Powered Cognitive Radio Networks.
IEEE Commun. Surv. Tutorials, 2015

User association in backhaul constrained small cell networks.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Renewable Energy-Aware Inter-Datacenter Virtual Machine Migration over Elastic Optical Networks.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

2014
Powering mobile networks with green energy.
IEEE Wirel. Commun., 2014

Enabling Mobile Traffic Offloading via Energy Spectrum Trading.
IEEE Trans. Wirel. Commun., 2014

Offloading Mobile Traffic via Green Content Broker.
IEEE Internet Things J., 2014

Network Utility Aware Traffic Loading Balancing in Backhaul-constrained Cache-enabled Small Cell Networks with Hybrid Power Supplies.
CoRR, 2014

Smart grid enabled mobile networks: Jointly optimizing BS operation and power distribution.
Proceedings of the IEEE International Conference on Communications, 2014

Provisioning green energy for small cell BSs.
Proceedings of the IEEE Global Communications Conference, 2014

2013
On greening cellular networks via multicell cooperation.
IEEE Wirel. Commun., 2013

On Optimizing Green Energy Utilization for Cellular Networks with Hybrid Energy Supplies.
IEEE Trans. Wirel. Commun., 2013

On Accelerating Content Delivery in Mobile Networks.
IEEE Commun. Surv. Tutorials, 2013

Energy agile packet scheduling to leverage green energy for next generation cellular networks.
Proceedings of IEEE International Conference on Communications, 2013

Auction-based energy-spectrum trading in green cognitive cellular networks.
Proceedings of IEEE International Conference on Communications, 2013

Heuristic relay assignments for green relay assisted device to device communications.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
ICE: Intelligent Cell BrEathing to Optimize the Utilization of Green Energy.
IEEE Commun. Lett., 2012

Opportunistic content pushing via WiFi hotspots.
Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012

TCP-Mobile Edge: Accelerating delivery in mobile networks.
Proceedings of IEEE International Conference on Communications, 2012

Optimizing cell size for energy saving in cellular networks with hybrid energy supplies.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Energy Efficient Wireless Multicasting.
IEEE Commun. Lett., 2011

2008
Analysis of mobile WiMAX security: Vulnerabilities and solutions.
Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008


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