Xinyi Chen

Orcid: 0009-0001-8927-7115

According to our database1, Xinyi Chen authored at least 96 papers between 2008 and 2024.

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Bibliography

2024
A Hybrid Neural Coding Approach for Pattern Recognition With Spiking Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Dependency, reciprocity, and informal mentorship in predicting long-term research collaboration: A co-authorship matrix-based multivariate time series analysis.
J. Informetrics, February, 2024

Research related to the diagnosis of prostate cancer based on machine learning medical images: A review.
Int. J. Medical Informatics, January, 2024

APACE: Agile and Perception-Aware Trajectory Generation for Quadrotor Flights.
CoRR, 2024

Efficient Online Learning for Networks of Two-Compartment Spiking Neurons.
CoRR, 2024

Knowledge Graph Assisted Automatic Sports News Writing.
CoRR, 2024

Adaptive Regret for Bandits Made Possible: Two Queries Suffice.
CoRR, 2024

Coordinated Self-Assembly of Networked Microgrids Using Irving's Algorithm.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024

2023
Self-Supervised EEG Representation Learning with Contrastive Predictive Coding for Post-Stroke Patients.
Int. J. Neural Syst., December, 2023

Remote sensing image instance segmentation network with transformer and multi-scale feature representation.
Expert Syst. Appl., December, 2023

Addictive brain-network identification by spatial attention recurrent network with feature selection.
Brain Informatics, December, 2023

A Light Vehicle License-Plate-Recognition System Based on Hybrid Edge-Cloud Computing.
Sensors, November, 2023

Variational Relational Point Completion Network for Robust 3D Classification.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Collaborative Learning-Based Network Resource Scheduling and Route Management for Multi-Mode Green IoT.
IEEE Trans. Green Commun. Netw., June, 2023

RGB-D salient object ranking based on depth stack and truth stack for complex indoor scenes.
Pattern Recognit., May, 2023

Non-local neural networks combined with local importance-based pooling for space-time video super-resolution.
IET Image Process., March, 2023

Does cross-field influence regional and field-specific distributions of highly cited researchers?
Scientometrics, January, 2023

Iterative constraint score based on hypothesis margin for semi-supervised feature selection.
Knowl. Based Syst., 2023

Spectral State Space Models.
CoRR, 2023

AI safety by debate via regret minimization.
CoRR, 2023

DesignGPT: Multi-Agent Collaboration in Design.
CoRR, 2023

Robust Learning Based Condition Diagnosis Method for Distribution Network Switchgear.
CoRR, 2023

FC-Planner: A Skeleton-guided Planning Framework for Fast Aerial Coverage of Complex 3D Scenes.
CoRR, 2023

Performance Bounds for Near-Field Localization with Widely-Spaced Multi-Subarray mmWave/THz MIMO.
CoRR, 2023

Influence of Publication Capacity on Journal Impact Factor for International Open Access Journals from China: Insights from Microeconomic Analysis.
CoRR, 2023

Unleashing the Potential of Spiking Neural Networks for Sequential Modeling with Contextual Embedding.
CoRR, 2023

SongDriver2: Real-time Emotion-based Music Arrangement with Soft Transition.
CoRR, 2023

A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation.
CoRR, 2023

A Nonstochastic Control Approach to Optimization.
CoRR, 2023

Cowbird: Freeing CPUs to Compute by Offloading the Disaggregation of Memory.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Control for Meta-optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Regret Guarantees for Online Deep Control.
Proceedings of the Learning for Dynamics and Control Conference, 2023

Impact Analysis of Future Electric Vehicles Using Model of Real Distribution Feeders.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

BIRP: Batch-aware Inference Workload Redistribution and Parallel Scheme for Edge Collaboration.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
EEG decoding method based on multi-feature information fusion for spinal cord injury.
Neural Networks, 2022

D<sup>2</sup>SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm.
CoRR, 2022

Adaptive Online Learning of Quantum States.
CoRR, 2022

A dataset for learning stylistic and cultural correlations between music and videos.
Cogn. Comput. Syst., 2022

Assessment of postpartum haemorrhage for placenta accreta: Is measurement of myometrium thickness and dark intraplacental bands using MRI helpful?
BMC Medical Imaging, 2022

Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

A General Personality Analysis Model Based on Social Posts and Links.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Robust Online Control with Model Misspecification.
Proceedings of the Learning for Dynamics and Control Conference, 2022

Fast 3D Sparse Topological Skeleton Graph Generation for Mobile Robot Global Planning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Effects of Filled Pauses on Memory Recall in Human-Robot Interaction in Mandarin Chinese.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2022

A Preliminary Study for Participants Value Identification and Motivation in the Design Intelligence Award.
Proceedings of the Design Studies and Intelligence Engineering, 2022

2021
FUEL: Fast UAV Exploration Using Incremental Frontier Structure and Hierarchical Planning.
IEEE Robotics Autom. Lett., 2021

Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation.
Neural Process. Lett., 2021

Machine Learning for Mechanical Ventilation Control (Extended Abstract).
CoRR, 2021

Provable Regret Bounds for Deep Online Learning and Control.
CoRR, 2021

A Deep Reinforcement Learning Approach towards Pendulum Swing-up Problem based on TF-Agents.
CoRR, 2021

Machine Learning for Mechanical Ventilation Control.
CoRR, 2021

Control of Pneumatic Artificial Muscles with SNN-based Cerebellar-Like Model.
Proceedings of the Social Robotics - 13th International Conference, 2021

Unsupervised 3D Shape Completion Through GAN Inversion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Variational Relational Point Completion Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Black-Box Control for Linear Dynamical Systems.
Proceedings of the Conference on Learning Theory, 2021

2020
Licensed and Unlicensed Spectrum Management for Cognitive M2M: A Context-Aware Learning Approach.
IEEE Trans. Cogn. Commun. Netw., 2020

Ratiometric Strategy for Electrochemical Sensing of Carbaryl Residue in Water and Vegetable Samples.
Sensors, 2020

C2DAN: An Improved Deep Adaptation Network with Domain Confusion and Classifier Adaptation.
Sensors, 2020

Segment-Resolved Gas Concentration Measurements by a Time Domain Multiplexed Dual Comb Method.
Sensors, 2020

Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs.
Proc. VLDB Endow., 2020

Research on real-time analysis technology of urban land use based on support vector machine.
Pattern Recognit. Lett., 2020

Blockchain-Empowered Secure Spectrum Sharing for 5G Heterogeneous Networks.
IEEE Netw., 2020

Context-Aware Learning-Based Resource Allocation for Ubiquitous Power IoT.
IEEE Internet Things Mag., 2020

Flow-based frame interpolation networks combined with occlusion-aware mask estimation.
IET Image Process., 2020

Event-Triggered Adaptive Fault Tolerant Control for a Class of Uncertain Nonlinear Systems.
Entropy, 2020

WFNet: A Wider and Finer Network for Salient Object Detection.
IEEE Access, 2020

A Robust Automatic Method for Removing Projective Distortion of Photovoltaic Modules from Close Shot Images.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

Online Agnostic Boosting via Regret Minimization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Label Representations in Modeling Classification as Text Generation.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop, 2020

Calibration, Entropy Rates, and Memory in Language Models.
Proceedings of the 37th International Conference on Machine Learning, 2020

Extreme Tensoring for Low-Memory Preconditioning.
Proceedings of the 8th International Conference on Learning Representations, 2020

The Basic Algorithm for Zero-One Unconstrained Quadratic Programming Problem with k-diagonal Matrix.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

Provenance for Probabilistic Logic Programs.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Optimizing ordered graph algorithms with GraphIt.
Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

2019
A novel in-loop filtering mechanism of HEVC based on 3D sub-bands and CNN processing.
Signal Image Video Process., 2019

Multi-Scale Dynamic Allocation of Licensed and Unlicensed Spectrum in Software-Defined HetNets.
IEEE Netw., 2019

Shot boundary detection based on block-wise principal component analysis.
J. Electronic Imaging, 2019

PriorityGraph: A Unified Programming Model for Optimizing Ordered Graph Algorithms.
CoRR, 2019

Efficient Full-Matrix Adaptive Regularization.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Link Weight Prediction Using Supervised Learning Methods and Its Application to Yelp Layered Network.
IEEE Trans. Knowl. Data Eng., 2018

Optimal pricing strategy for resource allocation in 5G heterogeneous cellular networks.
Trans. Emerg. Telecommun. Technol., 2018

The Case for Full-Matrix Adaptive Regularization.
CoRR, 2018

Online Learning of Quantum States.
CoRR, 2018

A new modular semi-parallel EIT system for medical application.
Biomed. Signal Process. Control., 2018

Human Action Recognition: A Feature Point Trajectory and Space-Time Interest Point Based Approach.
Proceedings of the 2018 IEEE SmartWorld, 2018

Online Learning of Quantum States.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Neural Network Based Global Optimal Algorithm for Unconstrained Binary Quadratic Programming Problem.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Multidimensional Workload Assessment Method for Power Grid Dispatcher.
Proceedings of the Engineering Psychology and Cognitive Ergonomics, 2018

R^2 -Tree: An Efficient Indexing Scheme for Server-Centric Data Center Networks.
Proceedings of the Database and Expert Systems Applications, 2018

A Deep Learning Tennis Ball Collection Robot and the Implementation on NVIDIA Jetson TX1 Board.
Proceedings of the 2018 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2018

2017
A Secure and Efficient Key Authentication using Bilinear Pairing for NFC Mobile Payment Service.
Wirel. Pers. Commun., 2017

A new deep learning method based on AlexNet model and SSD model for tennis ball recognition.
Proceedings of the 10th IEEE International Workshop on Computational Intelligence and Applications, 2017

2014
<i>De Novo</i> Design of Multitarget Ligands with an Iterative Fragment-Growing Strategy.
J. Chem. Inf. Model., 2014

2008
Dynamic Analysis and Control of the MJR Robot Palletizer.
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008


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