Yang Song

Orcid: 0000-0001-9236-4538

Affiliations:
  • Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
  • University of Paderborn, Germany (2014-2016)
  • Hong Kong Polytechnic University, Hong Kong (PhD 2013)


According to our database1, Yang Song authored at least 49 papers between 2012 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
PointDifformer: Robust Point Cloud Registration With Neural Diffusion and Transformer.
IEEE Trans. Geosci. Remote. Sens., 2024

PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations.
CoRR, 2024

2023
Parameter Estimation Using a Triad of Electrically Long Dipole Despite Data Model Mismatch.
IEEE Trans. Aerosp. Electron. Syst., April, 2023

RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments.
IEEE Trans. Image Process., 2023

DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition.
CoRR, 2023

Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach.
CoRR, 2023

Node Embedding from Hamiltonian Information Propagation in Graph Neural Networks.
CoRR, 2023

Graph Neural Convection-Diffusion with Heterophily.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023

Robust Graph Neural Diffusion for Image Matching.
Proceedings of the IEEE International Conference on Image Processing, 2023

HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A New Reconfigurable Intelligent-Surface-Assisted LoRa System.
IEEE Trans. Veh. Technol., 2022

On the Robustness of Graph Neural Diffusion to Topology Perturbations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Preserving Trajectory Privacy in Driving Data Release.
Proceedings of the IEEE International Conference on Acoustics, 2022

Robust UWB Localization for Indoor Pedestrian Tracking Using EKF and Adaptive Power-Driven Parallel IMM.
Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

2021
Arbitrarily Strong Utility-Privacy Tradeoff in Multi-Agent Systems.
IEEE Trans. Inf. Forensics Secur., 2021

Design of an MISO-SWIPT-Aided Code-Index Modulated Multi-Carrier M-DCSK System for e-Health IoT.
IEEE J. Sel. Areas Commun., 2021

Anchor-Free Multi-Level Self-Localization in Ad-hoc Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Compressive Privacy for a Linear Dynamical System.
IEEE Trans. Inf. Forensics Secur., 2020

Closed-Form BER Expressions of M-Ary DCSK Systems Over Multipath Rayleigh Fading Channels.
IEEE Commun. Lett., 2020

Arbitrarily Strong Utility-Privacy Trade-off in Decentralized Linear Estimation.
CoRR, 2020

Maximum Privacy under Perfect Utility in Sensor Networks.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

2019
Multi-Carrier <i>M</i>-ary DCSK System With Code Index Modulation: An Efficient Solution for Chaotic Communications.
IEEE J. Sel. Top. Signal Process., 2019

Error-Correcting Neural Network.
CoRR, 2019

UWB/LiDAR Fusion For Cooperative Range-Only SLAM.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Privacy-Aware Kalman Filtering.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Preserving Parameter Privacy in Sensor Networks.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
Grid-based belief propagation.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Robust decentralized localization in impulsive noise.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

2016
Canonical correlation analysis of high-dimensional data with very small sample support.
Signal Process., 2016

Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data.
NeuroImage, 2016

Detecting the dimension of the subspace correlated across multiple data sets in the sample poor regime.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Determining the number of signals correlated across multiple data sets for small sample support.
Proceedings of the 24th European Signal Processing Conference, 2016

Bootstrap-based detection of the number of signals correlated across multiple data sets.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Acoustic direction finding using a spatially spread tri-axial velocity sensor.
IEEE Trans. Aerosp. Electron. Syst., 2015

Acoustic direction finding using a pressure sensor and a uniaxial particle velocity sensor.
IEEE Trans. Aerosp. Electron. Syst., 2015

Multilinear direction finding for sensor-array with multiple scales of invariance.
IEEE Trans. Aerosp. Electron. Syst., 2015

Determining the number of correlated signals between two data sets using PCA-CCA when sample support is extremely small.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
An Hybrid Cramér-Rao Bound in Closed Form for Direction-of-Arrival Estimation by an "Acoustic Vector Sensor" With Gain-Phase Uncertainties.
IEEE Trans. Signal Process., 2014

Corrections to "Vector Cross-Product Direction-Finding' With an Electromagnetic Vector-Sensor of Six Orthogonally Oriented But Spatially Noncollocating Dipoles/Loops".
IEEE Trans. Signal Process., 2014

"Quasi-Blind" Calibration of an Array of Acoustic Vector-Sensors That Are Subject to Gain Errors/Mis-Location/Mis-Orientation.
IEEE Trans. Signal Process., 2014

A single-input multiple-output transceiver architecture to 'Blindly' null unknown interference for block-based single-carrier transmission with an insufficient guard interval.
IET Signal Process., 2014

2013
Three-Dimensional Localization of a Near-Field Emitter of Unknown Spectrum, using an Acoustic Vector Sensor Corrupted by Additive Noise of Unknown Spectrum.
IEEE Trans. Aerosp. Electron. Syst., 2013

Decoupled 2D Direction-of-Arrival Estimation using Partly Calibrated Vector Hydrophones.
IEEE Trans. Aerosp. Electron. Syst., 2013

Linear minimum-mean-squared error estimation of phase noise, which has a symmetric levy distribution and a possibly large magnitude, from observables at irregular instants.
IET Commun., 2013

CANDECOMP/PARAFAC (CP) direction finding with multi-scale array.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012
A Lower Bound of Direction-of-Arrival Estimation for an Acoustic Vector Sensor Subject to Sensor Breakdown.
IEEE Trans. Aerosp. Electron. Syst., 2012


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