Xiao Liang

Orcid: 0000-0003-4788-8759

Affiliations:
  • University at Buffalo, Civil, Structural and Environmental Engineering Department, NY, USA
  • University of California Berkeley, CA, USA (PhD 2016)


According to our database1, Xiao Liang authored at least 37 papers between 2018 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Early Prediction of Human Intention for Human-Robot Collaboration Using Transformer Network.
J. Comput. Inf. Sci. Eng., May, 2024

Enhancing Seismic Damage Detection and Assessment in Highway Bridge Systems: A Pattern Recognition Approach with Bayesian Optimization.
Sensors, January, 2024

DE-TGN: Uncertainty-Aware Human Motion Forecasting Using Deep Ensembles.
IEEE Robotics Autom. Lett., 2024

A Recurrent Neural Network Enhanced Unscented Kalman Filter for Human Motion Prediction.
CoRR, 2024

2023
Unsupervised Learning Methods for Data-Driven Vibration-Based Structural Health Monitoring: A Review.
Sensors, March, 2023

Large-scale structural health monitoring using composite recurrent neural networks and grid environments.
Comput. Aided Civ. Infrastructure Eng., February, 2023

Robot-Assisted Disassembly Sequence Planning With Real-Time Human Motion Prediction.
IEEE Trans. Syst. Man Cybern. Syst., 2023

A Review of Prospects and Opportunities in Disassembly with Human-Robot Collaboration.
CoRR, 2023

High-Resolution Vision Transformers for Pixel-Level Identification of Structural Components and Damage.
CoRR, 2023

TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction.
CoRR, 2023

An Optimization-Based Human Behavior Modeling and Prediction for Human-Robot Collaborative Disassembly.
Proceedings of the American Control Conference, 2023

2022
Decoupled EPS Control Utilizing Magnetizing Current to Achieve Full Load Range ZVS for Dual Active Bridge Converters.
IEEE Trans. Ind. Electron., 2022

Bimodal Transformerless Inverter With Three Switches.
IEEE Trans. Ind. Electron., 2022

A Comprehensive Study on the Existence and Stability of Equilibria of DC-Distribution Networks With Constant Power Loads.
IEEE Trans. Autom. Control., 2022

Task allocation and planning for product disassembly with human-robot collaboration.
Robotics Comput. Integr. Manuf., 2022

Uncertainty-Assisted Image-Processing for Human-Robot Close Collaboration.
IEEE Robotics Autom. Lett., 2022

High-Fidelity Visual Structural Inspections through Transformers and Learnable Resizers.
CoRR, 2022

Deep generative Bayesian optimization for sensor placement in structural health monitoring.
Comput. Aided Civ. Infrastructure Eng., 2022

A Novel Lightweight Cable-Driven Integrated-Finger Robotic Hand for Dexterous Manipulation.
Proceedings of the American Control Conference, 2022

2021
Active Power Decoupling Control for Single-Phase Current Source Rectifier Based on Emulating LC Resonator.
IEEE Trans. Ind. Electron., 2021

Dual Bayesian inference for risk-informed vibration-based damage diagnosis.
Comput. Aided Civ. Infrastructure Eng., 2021

Uncertainty-assisted deep vision structural health monitoring.
Comput. Aided Civ. Infrastructure Eng., 2021

Bayesian-optimized unsupervised learning approach for structural damage detection.
Comput. Aided Civ. Infrastructure Eng., 2021

Deep Iterative Learning Control for Quadrotor's Trajectory Tracking.
Proceedings of the 2021 American Control Conference, 2021

2020
Knowledge Transfer Between Different UAVs for Trajectory Tracking.
IEEE Robotics Autom. Lett., 2020

A Real-Time Receding Horizon Sequence Planner for Disassembly in A Human-Robot Collaboration Setting.
CoRR, 2020

Including Image-based Perception in Disturbance Observer for Warehouse Drones.
CoRR, 2020

Model Uncertainty Quantification for Reliable Deep Vision Structural Health Monitoring.
CoRR, 2020

Vibration-based semantic damage segmentation for large-scale structural health monitoring.
Comput. Aided Civ. Infrastructure Eng., 2020

Disassembly Sequence Planning Considering Human-Robot Collaboration.
Proceedings of the 2020 American Control Conference, 2020

2019
Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures.
CoRR, 2019

A Preliminary Study on A Physical Model Oriented Learning Algorithm with Application to UAVs.
CoRR, 2019

A Convolutional Cost-Sensitive Crack Localization Algorithm for Automated and Reliable RC Bridge Inspection.
CoRR, 2019

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization.
Comput. Aided Civ. Infrastructure Eng., 2019

Single-Phase Inverter With Wide Input Voltage and Power Decoupling Capability.
IEEE Access, 2019

2018
A systematic design framework for iterative learning control with current feedback.
IFAC J. Syst. Control., 2018

A Scalable Model-Based Learning Algorithm With Application to UAVs.
IEEE Control. Syst. Lett., 2018


  Loading...