Zhiyang Wang

IEEE Trans. Signal Process., 2023

Stability of Aggregation Graph Neural Networks.

[BibT_eX]

[DOI]

Alejandro Parada-Mayorga

Fernando Gama

IEEE Trans. Signal Inf. Process. over Networks, 2023

Interval-valued fuzzy discernibility pair approach for attribute reduction in incomplete interval-valued information systems.

[BibT_eX]

[DOI]

Jianhua Dai

Weiyi Huang

Inf. Sci., 2023

Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs.

[BibT_eX]

[DOI]

CoRR, 2023

Tangent Bundle Convolutional Learning: from Manifolds to Cellular Sheaves and Back.

[BibT_eX]

[DOI]

CoRR, 2023

Convolutional Filtering on Sampled Manifolds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Tangent Bundle Filters and Neural Networks: From Manifolds to Cellular Sheaves and Back.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Convergence of Graph Neural Networks on Relatively Sparse Graphs.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Learning Decentralized Wireless Resource Allocations With Graph Neural Networks.

[BibT_eX]

[DOI]

Mark Eisen

Stanley Ebhohimhen Abhadiomhen

IEEE Trans. Signal Process., 2022

Learning-Based Kinematic Control Using Position and Velocity Errors for Robot Trajectory Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Coupled low rank representation and subspace clustering.

[BibT_eX]

[DOI]

Xiangjun Shen

Appl. Intell., 2022

Stability of Neural Networks on Manifolds to Relative Perturbations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Stable and Transferable Wireless Resource Allocation Policies Via Manifold Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Convolutional Neural Networks on Manifolds: From Graphs and Back.

[BibT_eX]

[DOI]

Stanley Ebhohimhen Abhadiomhen

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Multiview Common Subspace Clustering via Coupled Low Rank Representation.

[BibT_eX]

[DOI]

Xiangjun Shen

Jianping Fan

ACM Trans. Intell. Syst. Technol., 2021

An Ellipsoidal Focused Ultrasound Transducer for Extend-Focus Photoacoustic Microscopy.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2021

An algorithm for ATM recognition of spliced money based on image features.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Multi-view intrinsic low-rank representation for robust face recognition and clustering.

[BibT_eX]

[DOI]

Stanley Ebhohimhen Abhadiomhen

IET Image Process., 2021

Stability of Manifold Neural Networks to Deformations.

[BibT_eX]

[DOI]

CoRR, 2021

A Combination 5-DOF Active Magnetic Bearing For Energy Storage Flywheel.

[BibT_eX]

[DOI]

Xiaojun Li

Alan Palazzolo

CoRR, 2021

Cesium Faraday Optical Filter for Wireless Optical Communication System.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Unsupervised Learning for Asynchronous Resource Allocation In Ad-Hoc Wireless Networks.

[BibT_eX]

[DOI]

Mark Eisen

Proceedings of the IEEE International Conference on Acoustics, 2021

Graphon and Graph Neural Network Stability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Stability of Neural Networks on Riemannian Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Graph and graphon neural network stability.

[BibT_eX]

[DOI]

CoRR, 2020

Intelligent Visual Servoing Using Learning-Based Grasping Configurations and Adaptive Controller Gain.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Real-time Computing and Robotics, 2020

Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints.

[BibT_eX]

[DOI]

Sofia S. Villar

Mihaela van der Schaar

Proceedings of the 37th International Conference on Machine Learning, 2020

Decentralized Wireless Resource Allocation with Graph Neural Networks.

[BibT_eX]

[DOI]

Mark Eisen

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Fast and Stable Learning of Dynamical Systems Based on Extreme Learning Machine.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Learning Accurate and Stable Dynamical System Under Manifold Immersion and Submersion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

A Novel Alternative to Traditional $n$ HSLC: An $n$ -Switched-Cell Based Approach to High-Step-up Converters.

[BibT_eX]

[DOI]

IEEE Access, 2019

Obstacle Avoidance of Manipulators Based on Improved Artificial Potential Field Method.

[BibT_eX]

[DOI]

Hao Li

Yongsheng Ou

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Improved Learning Accuracy for Learning Stable Control from Human Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Classification of Spectrum Images of Solar Radio Bursts Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Computational Intelligence and Security, 2019

2018

Regional Multi-Armed Bandits With Partial Informativeness.

[BibT_eX]

[DOI]

Ruida Zhou

IEEE Trans. Signal Process., 2018

A Utility-Scale Flywheel Energy Storage System with a Shaftless, Hubless, High-Strength Steel Rotor.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2018

Absolute Measurement of the Refractive Index of Water by a Mode-Locked Laser at 518 nm.

[BibT_eX]

[DOI]

Sensors, 2018

A Five-Terminal Impedance Network Based Three-Port Converter.

[BibT_eX]

[DOI]

IEEE Access, 2018

Optimal Operation of Residential Microgrids in the Harbin Area.

[BibT_eX]

[DOI]

IEEE Access, 2018

Small Cell Power Assignment with Unimodal Continuum-Armed Bandit Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Opportunistic Spectrum Access via Good Arm Identification.

[BibT_eX]

[DOI]

Ziyu Ying

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Continuous Reinforcement Learning With Knowledge-Inspired Reward Shaping for Autonomous Cavity Filter Tuning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

Learning Compliant Manipulation Tasks from Force Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

Regional Multi-Armed Bandits.

[BibT_eX]

[DOI]

Ruida Zhou

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Small Cell Transmit Power Assignment Based on Correlated Bandit Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

Continuous reinforcement learning from human demonstrations with integrated experience replay for autonomous driving.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

Learn to adapt: Self-optimizing small cell transmit power with correlated bandit learning.

[BibT_eX]

[DOI]

Xiliang Luo

Mihaela van der Schaar

Proceedings of the IEEE International Conference on Communications, 2017

2015

A Real-Time Human Imitation System Using Kinect.

[BibT_eX]

[DOI]

Int. J. Soc. Robotics, 2015

Reinforcement learning approach to learning human experience in tuning cavity filters.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Fault Diagnosis of Rolling Bearing Based on BSA Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Neural learning of stable dynamical systems based on extreme learning machine.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2015

2013

Multi-party, multi-role comprehensive listening behavior.

[BibT_eX]

[DOI]

Jina Lee

Stacy Marsella

Auton. Agents Multi Agent Syst., 2013

Social network based security scheme in mobile information-centric network.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual Mediterranean Ad Hoc Networking Workshop, 2013

WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Stem Translation with Affix-Based Rule Selection for Agglutinative Languages.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Incremental Dialogue Understanding and Feedback for Multiparty, Multimodal Conversation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Virtual Agents - 12th International Conference, 2012

2011

Multi-granularity Word Alignment and Decoding for Agglutinative Language Translation.

[BibT_eX]

[DOI]

Yajuan Lü

Qun Liu

Proceedings of Machine Translation Summit XIII: Papers, 2011

Towards More Comprehensive Listening Behavior: Beyond the Bobble Head.

[BibT_eX]

[DOI]

Jina Lee

Stacy Marsella

Proceedings of the Intelligent Virtual Agents - 11th International Conference, 2011

2010

Evaluating models of speaker head nods for virtual agents.

[BibT_eX]

[DOI]

Jina Lee