Zhiwu Huang

Orcid: 0000-0002-5485-2562

According to our database1, Zhiwu Huang authored at least 160 papers between 2001 and 2024.

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Bibliography

2024
AI-Enabled Spatial-Temporal Mobility Awareness Service Migration for Connected Vehicles.
IEEE Trans. Mob. Comput., April, 2024

Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection.
CoRR, 2024

2023
Performance Analysis and Optimization for Semi-Persistent Scheduling in C-V2X.
IEEE Trans. Veh. Technol., April, 2023

An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement.
Int. J. Comput. Vis., April, 2023

Adaptive and Scalable Caching With Erasure Codes in Distributed Cloud-Edge Storage Systems.
IEEE Trans. Cloud Comput., 2023

Multi-agent actor-critic with time dynamical opponent model.
Neurocomputing, 2023

Optimal battery thermal management for electric vehicles with battery degradation minimization.
CoRR, 2023

Adaptive Riemannian Metrics on SPD Manifolds.
CoRR, 2023

Benchmarking Deepart Detection.
CoRR, 2023

A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Exploring the Hysteresis Effect of Li-ion Batteries: A Machine Learning based Approach.
Proceedings of the International Joint Conference on Neural Networks, 2023

Spatial-Temporal Data-Driven Speed Prediction for Energy Management of Battery/Supercapacitor Electric Vehicles.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

State-of-Charge Balancing of Supercapacitors: A Consensus-Based Approach.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2023

Freestyle Layout-to-Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Physics-Informed Integrated Modeling Method for Lithium-ion Batteries.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023

Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Riemannian Local Mechanism for SPD Neural Networks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Distributed Group Coordination of Multiagent Systems in Cloud Computing Systems Using a Model-Free Adaptive Predictive Control Strategy.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Learning-Based Data Placement Framework for Low Latency in Data Center Networks.
IEEE Trans. Cloud Comput., 2022

MSNet: A Deep Multi-scale Submanifold Network for Visual Classification.
CoRR, 2022

Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Markov Analysis of C-V2X Resource Reservation for Vehicle Platooning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

A Thermal-Aware Digital Twin Model of Permanent Magnet Synchronous Motors (PMSM) Based on BP Neural Networks.
Proceedings of the IEEE International Conference on Trust, 2022

Battery Aging-Robust Driving Range Prediction of Electric Bus.
Proceedings of the IEEE International Conference on Trust, 2022

S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Energy Management Strategy for Hybrid Energy Storage System using Optimized Velocity Predictor and Model Predictive Control.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Digital Twin Driven Reconfiguration of Li-ion Batteries with Capacity Delivery Maximization.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2022

Predictive Set Point Modulation Control for Onboard Supercapacitors of Catenary-Free Trams.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2022

Generative Flows with Invertible Attentions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
An Instance Reservation Framework for Cost Effective Services in Geo-Distributed Data Centers.
IEEE Trans. Serv. Comput., 2021

Sensor Fault Diagnosis of Locomotive Electro-Pneumatic Brake Using an Adaptive Unscented Kalman Filter.
J. Sensors, 2021

Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution.
CoRR, 2021

Data-Driven Koopman Model Predictive Control for Optimal Operation of High-Speed Trains.
IEEE Access, 2021

Facial Emotion Recognition with Noisy Multi-task Annotations.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Performance Analysis on Access Collision in Semi-Persistent Scheduling of C-V2X Mode 4.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Optimal Charging of Supercapacitors with Limited Charging Time.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

An Optimal Pulse Heating Strategy for Lithium-ion Battery Considering both Capacity Fade and Heating Time.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Neural Architecture Search of SPD Manifold Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Direct Differentiable Augmentation Search.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

An Improved Indoor Map Construction Method Based on Millimeter-Wave Radar.
Proceedings of the 7th International Conference on Automation, Robotics and Applications, 2021

GANmut: Learning Interpretable Conditional Space for Gamut of Emotions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spectral Tensor Train Parameterization of Deep Learning Layers.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Neural Architecture Search as Sparse Supernet.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Scalable and Adaptive Data Replica Placement for Geo-Distributed Cloud Storages.
IEEE Trans. Parallel Distributed Syst., 2020

Observer-Driven Charging of Supercapacitors.
IEEE Trans. Ind. Informatics, 2020

Cooperative CC-CV Charging of Supercapacitors Using Multicharger Systems.
IEEE Trans. Ind. Electron., 2020

Pinning-Based Switching Control of Cyber-Physical Supercapacitor Energy Storage Systems.
IEEE Trans. Control. Syst. Technol., 2020

Data-Driven Distributed Coordinated Control for Cloud-Based Model-Free Multiagent Systems With Communication Constraints.
IEEE Trans. Circuits Syst. I Regul. Pap., 2020

An intelligent supplier evaluation model based on data-driven support vector regression in global supply chain.
Comput. Ind. Eng., 2020

An Optimal Stacking Ensemble for Remaining Useful Life Estimation of Systems Under Multi-Operating Conditions.
IEEE Access, 2020

An Adaptive Deep Q-learning Service Migration Decision Framework for Connected Vehicles.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Hierarchical State of Charge Estimation Method for Lithium-ion Batteries via XGBoost and Kalman Filter.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Car-Following Safe Headway Strategy with Battery-Health Conscious: A Reinforcement Learning Approach.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Optimal Filter-Based Energy Management for Hybrid Energy Storage Systems with Energy Consumption Minimization.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Traffic Flow Adaptive Energy Saving Scheme for Smart Lighting Systems.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Logistics Distribution Path Planning Based on Fireworks Differential Algorithm.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Foreign Objects Intrusion Detection Using Millimeter Wave Radar on Railway Crossings.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search.
Proceedings of the Computer Vision - ECCV 2020, 2020


NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Weakly Paired Multi-Domain Image Translation.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Optimal Energy Management of Energy Internet: A Distributed Actor-Critic Reinforcement Learning Method.
Proceedings of the 2020 American Control Conference, 2020

2019
Distributed Control for State-of-Energy Balancing of Supercapacitor Modules in Light Rail Vehicles.
IEEE Trans. Veh. Technol., 2019

An Active Mobile Charging and Data Collection Scheme for Clustered Sensor Networks.
IEEE Trans. Veh. Technol., 2019

Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement.
CoRR, 2019

Remaining Useful Life Estimation Using CNN-XGB With Extended Time Window.
IEEE Access, 2019

Energy Sharing of Zero-Energy Buildings: A Consensus-Based Approach.
IEEE Access, 2019

Using blockchain to enhance the security of fog-assisted crowdsensing systems.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Adaptive Precision Automatic Train Stop Control based on Pneumatic Brake Systems.
Proceedings of the IECON 2019, 2019

A Novel Adhesion Force Estimation for Railway Vehicles Using an Extended State Observer.
Proceedings of the IECON 2019, 2019

A parameter adaptive data-driven approach for remaining useful life prediction of solenoid valves.
Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

An Aging-Aware SOC Estimation Method for Lithium-Ion Batteries using XGBoost Algorithm.
Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

The Vid3oC and IntVID Datasets for Video Super Resolution and Quality Mapping.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Sliced Wasserstein Generative Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Distributed Economic Dispatch in Microgrids Based on Cooperative Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets.
IEEE Trans. Image Process., 2018

Synchronized Cell-Balancing Charging of Supercapacitors: A Consensus-Based Approach.
IEEE Trans. Ind. Electron., 2018

Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2018

A Cooperative Charging Protocol for Onboard Supercapacitors of Catenary-Free Trams.
IEEE Trans. Control. Syst. Technol., 2018

Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A Heterogeneous Ensemble Learning Voting Method for Fatigue Detection in Daily Activities.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs.
CoRR, 2018

A Generalized Extended State Observer for Supercapacitor State of Energy Estimation With Online Identified Model.
IEEE Access, 2018

A Data-driven Approach for Remaining Useful Life Prediction of Aircraft Engines.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Remaining Useful Life Prediction Model Based on Hybrid Long-Short Sequences for Engines.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Light Gradient Boosting Machine for Remainning Useful Life Estimation of Aircraft Engines.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

RLCP: A Reinforcement Learning Method for Health Stage Division Using Change Points.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Wasserstein Divergence for GANs.
Proceedings of the Computer Vision - ECCV 2018, 2018

Covariance Pooling for Facial Expression Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Ensemble Strategy for Hard Classifying Samples in Class-Imbalanced Data Set.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Building Deep Networks on Grassmann Manifolds.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
An MPC Control System for Onboard Ultracapacitors with Maximum Current Constraint.
J. Adv. Comput. Intell. Intell. Informatics, 2017

Pseudospectral Real-Time Optimal Energy Control with Safety Constraints for Heavy-Haul Trains.
J. Adv. Comput. Intell. Intell. Informatics, 2017

Generalized Potential Function-Based Cooperative Current-Sharing Control for High-Power Parallel Charging Systems.
J. Adv. Comput. Intell. Intell. Informatics, 2017

Decentralized event-triggered cooperative control for multi-agent systems with uncertain dynamics using local estimators.
Neurocomputing, 2017

Manifold-valued Image Generation with Wasserstein Adversarial Networks.
CoRR, 2017

Energy-relaxed Wasserstein GANs(EnergyWGAN): Towards More Stable and High Resolution Image Generation.
CoRR, 2017

Face Translation between Images and Videos using Identity-aware CycleGAN.
CoRR, 2017

Towards an Understanding of Our World by GANing Videos in the Wild.
CoRR, 2017

On the Relation between Color Image Denoising and Classification.
CoRR, 2017

Generative Autotransporters.
CoRR, 2017

Flocking of Mobile Agents Using a New Interaction Model: A Cyber-Physical Perspective.
IEEE Access, 2017

Cooperative Neural Fitted Learning for Distributed Energy Management in Microgrids via Wireless Networks.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Robust and accurate state-of-charge estimation for lithium-ion batteries using generalized extended state observer.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Consensus control for state-of-energy balancing between the supercapacitor modules in cyber-physical energy system.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

An optimal task decision method for a warehouse robot with multiple tasks based on linear temporal logic.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A Safe and Reliable Anti-Lock Wheel Control with Enhanced Forgotten Factor for Brake Operation of Heavy Train.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Deep Learning on Lie Groups for Skeleton-Based Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

A generalized extended state observer for supercapacitor state of charge estimation under disturbances.
Proceedings of the 2017 American Control Conference, 2017

A Riemannian Network for SPD Matrix Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Video modeling and learning on Riemannian manifold for emotion recognition in the wild.
J. Multimodal User Interfaces, 2016

PSO-SVR-Based Resource Demand Prediction in Cloud Computing.
J. Adv. Comput. Intell. Intell. Informatics, 2016

A Highly Efficient and Reliable Power Scheme Using Improved Push-Pull Forward Converter for Heavy-Duty Train Applications.
J. Adv. Comput. Intell. Intell. Informatics, 2016

An Adaptive Fast Charging Strategy for LiFePO4 Battery Applied to Heavy-Haul Train ECP Brake System.
J. Adv. Comput. Intell. Intell. Informatics, 2016

An Improved TL Buck Converter for Fast-Charging Energy Storage System Using UCs.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Optimal Operation for Supercapacitor Storage System Using Piecewise LQR Voltage Equalization Control.
J. Adv. Comput. Intell. Intell. Informatics, 2016

A combinatorial double auction based resource allocation mechanism with multiple rounds for geo-distributed data centers.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

A Hybrid Particle Swarm Ant Colony Based Resource Reservation for Geo-Distributed Cloud Service.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Combinatorial Optimization for Energy-Efficient Mobile Cloud Offloading over Cellular Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Consensus Control with Application to Heavy Haul Trains Based on Switched Hierarchical LQR.
Proceedings of the 2016 International Conference on Collaboration Technologies and Systems, 2016

Genetic Based Data Placement for Geo-Distributed Data-Intensive Applications in Cloud Computing.
Proceedings of the Advances in Services Computing, 2016

Distributed cooperative tracking control for heavy haul trains with event-triggered strategy.
Proceedings of the 2016 American Control Conference, 2016

An explicit predictive current-sharing control for parallel charging systems with nonlinear dynamics.
Proceedings of the 2016 American Control Conference, 2016

Optimal constrained ensemble control for inhomogeneous robots.
Proceedings of the 2016 American Control Conference, 2016

2015
A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database.
IEEE Trans. Image Process., 2015

Face recognition on large-scale video in the wild with hybrid Euclidean-and-Riemannian metric learning.
Pattern Recognit., 2015

A novel communication-aware formation control strategy for dynamical multi-agent systems.
J. Frankl. Inst., 2015

A Switched Extend Kalman-Filter for Visual Servoing Applied in Nonholonomic Robot with the FOV Constraint.
J. Adv. Comput. Intell. Intell. Informatics, 2015

Energy efficient video streaming over wireless networks with mobile-to-mobile cooperation.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2015

Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Report on the FG 2015 Video Person Recognition Evaluation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Face video retrieval with image query via hashing across Euclidean space and Riemannian manifold.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Distributed cooperative voltage equalization for series-connected super-capacitors.
Proceedings of the American Control Conference, 2015

An adaptive parallel charging system for energy-storage urban rails.
Proceedings of the American Control Conference, 2015

2014
Formation Control with Event-Triggered Strategy for Multi-Agent Systems.
J. Adv. Comput. Intell. Intell. Informatics, 2014

The Mobile Robot SLAM Based on Depth and Visual Sensing in Structured Environment.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

A high efficient and reliable DC-DC converter for Electronically Controlled Pneumatic brake system applications.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Dynamic resource reservation via broker federation in cloud service: A fine-grained heuristic-based approach.
Proceedings of the IEEE Global Communications Conference, 2014

Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A novel bounded cooperative multi-rate current-sharing control for parallel charging system with directed communication.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Object recognition and localization based on kinect camera in complex environment.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Partial least squares regression on grassmannian manifold for emotion recognition.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Coupling Alignments with Recognition for Still-to-Video Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Flocking control for multi-agent systems with communication optimization.
Proceedings of the American Control Conference, 2013

2012
Modelling and control design for an electro-pneumatic braking system in trains with multiple locomotives.
Int. J. Model. Identif. Control., 2012

Benchmarking Still-to-Video Face Recognition via Partial and Local Linear Discriminant Analysis on COX-S2V Dataset.
Proceedings of the Computer Vision, 2012

Cross-view Graph Embedding.
Proceedings of the Computer Vision, 2012

Decentralized control of heavy haul trains with input constraints and communication delays.
Proceedings of the IEEE International Conference on Control Applications, 2012

2011
A Novel Energy-Efficient Routing Algorithm in Multi-sink Wireless Sensor Networks.
Proceedings of the IEEE 10th International Conference on Trust, 2011

2010
Application of advanced fault diagnosis technology in electric locomotives.
Int. J. Model. Identif. Control., 2010

A fast handover scheme based on multiple mobile router cooperation for a train-based mobile network.
Int. J. Model. Identif. Control., 2010

2009
Research of State Monitor System for CCBII Brake Based on Multi-hierarchy Fuzzy Evaluation.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2005
Robust H<sub>∞</sub> control of linear uncertain neutral type systems with time-varying delay.
Proceedings of the IEEE International Conference on Systems, 2005

On the stability and stabilization of linear neutral time-delay systems.
Proceedings of the IEEE International Conference on Systems, 2005

2001
On monotone nondecreasing step responses of third-order SISO linear systems with a pair of complex poles.
Proceedings of the American Control Conference, 2001


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