Hui Xiong

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models.
CoRR, 2024

GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling.
CoRR, 2024

The Bigger the Better? Rethinking the Effective Model Scale in Long-term Time Series Forecasting.
CoRR, 2024

2023
DeepASDPred: a CNN-LSTM-based deep learning method for Autism spectrum disorders risk RNA identification.
BMC Bioinform., December, 2023

Expanding the prediction capacity in long sequence time-series forecasting.
Artif. Intell., May, 2023

Bearing fault diagnosis under various conditions using an incremental learning-based multi-task shared classifier.
Knowl. Based Syst., April, 2023

Assembly makespan estimation using features extracted by a topic model.
Knowl. Based Syst., 2023

Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity.
CoRR, 2023

Survey on Trustworthy Graph Neural Networks: From A Causal Perspective.
CoRR, 2023

How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking.
CoRR, 2023

GeoDeformer: Geometric Deformable Transformer for Action Recognition.
CoRR, 2023

Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook.
CoRR, 2023

DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model.
CoRR, 2023

Digital twin brain: a bridge between biological intelligence and artificial intelligence.
CoRR, 2023

Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback.
CoRR, 2023

CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout.
CoRR, 2023

FeDeFo: A Personalized Federated Deep Forest Framework for Alzheimer's Disease Diagnosis.
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Cross-modality Data Augmentation for End-to-End Sign Language Translation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
An End-to-End Multi-Task Learning Model for Drivable Road Detection via Edge Refinement and Geometric Deformation.
IEEE Trans. Intell. Transp. Syst., 2022

Real-Time Monocular Joint Perception Network for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2022

Knowledge discovery using an enhanced latent Dirichlet allocation-based clustering method for solving on-site assembly problems.
Robotics Comput. Integr. Manuf., 2022

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Visual Communication and Fashion Popularity Contagion in Social Networks.
Proceedings of the 43rd International Conference on Information Systems, 2022

Nonlinear Kalman Filter Based Shop Floor RFID Data Fusion Algorithm.
Proceedings of the 6th International Conference on Computer Science and Application Engineering, 2022

2021
Smoothing Adversarial Training for GNN.
IEEE Trans. Comput. Soc. Syst., 2021

Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

The connotation of digital twin, and the construction and application method of shop-floor digital twin.
Robotics Comput. Integr. Manuf., 2021

Probabilistic vehicle trajectory prediction via driver characteristic and intention estimation model under uncertainty.
Ind. Robot, 2021

Should traditional retailers function as pre-warehouses of online retailers?
Int. J. Prod. Res., 2021

Graphfool: Targeted Label Adversarial Attack on Graph Embedding.
CoRR, 2021

CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation.
CoRR, 2021

FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique.
Comput. Secur., 2021

PACIS Keynote Session II.
Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

Effectiveness of AI in Strategic Decision Making: An Empirical Study on Identifying High-Potential Talents.
Proceedings of the 42nd International Conference on Information Systems, 2021

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Introduction to the Special Issue on the Best Papers from KDD 2018.
ACM Trans. Knowl. Discov. Data, 2020

MAG-GAN: Massive attack generator via GAN.
Inf. Sci., 2020

Expert Refined Topic Models to Edit Topic Clusters in Image Analysis Applied to Welding Engineering.
Informatics, 2020

RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours.
Comput. Secur., 2020

Application of network pharmacology and molecular docking to elucidate the potential mechanism of Eucommia ulmoides-Radix Achyranthis Bidentatae against osteoarthritis.
BioData Min., 2020

Probabilistic Long-term Vehicle Trajectory Prediction via Driver Awareness Model.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
A new method of vision-based seat belt detection.
Int. J. Embed. Syst., 2019

POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm.
Comput. Secur., 2019

Fractional cumulative residual entropy.
Commun. Nonlinear Sci. Numer. Simul., 2019

DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection.
Sci. China Inf. Sci., 2019

The tolerable waiting time: A generalized Pareto distribution model with empirical investigation.
Comput. Ind. Eng., 2019

Analyzing scientific research topics in manufacturing field using a topic model.
Comput. Ind. Eng., 2019

Exploring Behavioral Heterogeneities of Elementary School Students' Commute Mode Choices Through the Urban Travel Big Data of Beijing, China.
IEEE Access, 2019

Multi-Stage Residual Fusion Network for LIDAR-Camera Road Detection.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Recurrent Neural Network Architectures for Vulnerable Road User Trajectory Prediction.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Modeling Individuals' Largest Daily Trip Displacement using Extreme Value Theory.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Leverage of Limb Detection in Pose Estimation for Vulnerable Road Users.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

An Integrated Approach to Probabilistic Vehicle Trajectory Prediction via Driver Characteristic and Intention Estimation.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Continuous Pedestrian Orientation Estimation using Human Keypoints.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Machine Learning for Location and Orientation Fingerprinting in MIMO WLANs.
Proceedings of the 15th International Conference on Network and Service Management, 2019

Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
基于粒子群算法的支持向量机的参数优化 (Parameters Optimization for SVM Based on Particle Swarm Algorithm).
计算机科学, 2018

A two-level optimized graph-based simultaneous localization and mapping algorithm.
Ind. Robot, 2018

FineFool: Fine Object Contour Attack via Attention.
CoRR, 2018

Risk-Averse Classification.
CoRR, 2018

2017
A Unified Framework for Concurrent Pedestrian and Cyclist Detection.
IEEE Trans. Intell. Transp. Syst., 2017

Detrended fluctuation analysis of multivariate time series.
Commun. Nonlinear Sci. Numer. Simul., 2017

Detection-level fusion for multi-object perception in dense traffic environment.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

A Graph-based Approach for Rectangle Detection Using Corners.
Proceedings of the International Conference on Video and Image Processing, 2017

2016
A scan matching simultaneous localization and mapping algorithm based on particle filter.
Ind. Robot, 2016

Weighted multifractal cross-correlation analysis based on Shannon entropy.
Commun. Nonlinear Sci. Numer. Simul., 2016

A new benchmark for vision-based cyclist detection.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Impact of green signal countdown devices on driving behavior using Cellular Automaton model.
Proceedings of the IEEE International Smart Cities Conference, 2016

The correlation between human mobility and socio-demographic in megacity.
Proceedings of the IEEE International Smart Cities Conference, 2016

2014
Product Line Design with Seller-Induced Learning.
Manag. Sci., 2014

Déjà Vu: Assessing Similarity between Service Contracts for Risk Prediction.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
Product Line Design with Deliberation Costs: A Two-Stage Process.
Decis. Anal., 2013

Empirical Innovation of Computational Dual-Loop Models for Identifying Vehicle Classifications against Varied Traffic Conditions.
Comput. Aided Civ. Infrastructure Eng., 2013

VMRaS: A Novel Virtual Machine Risk Assessment Scheme in the Cloud Environment.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

Clustering Validation Measures.
Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012
Adaptive fuzzy control of MIMO non-linear system with dead zone compensation.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
The 2008 Benjamin Franklin Medal in Chemistry is presented to Albert Eschenmoser, Dr. sc.nat.
J. Frankl. Inst., 2011

Cellular automaton simulation of counter flow with paired pedestrians.
Int. J. Comput. Intell. Syst., 2011

Edge Eigenface Weighted Hausdorff Distance for Face Recognition.
Int. J. Comput. Intell. Syst., 2011

An efficient SVM-based method for multi-class network traffic classification.
Proceedings of the 30th IEEE International Performance Computing and Communications Conference, 2011

2010
An Approach to Intra-Pulse Modulation Recognition Based on the Ambiguity Function.
Circuits Syst. Signal Process., 2010

Clustering High-frequency Stock Data for Trading Volatility Analysis.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009
A Class of Model and Computational Intelligence in Supply Chain Network Design Considering Retailer Satisfaction.
Proceedings of the 2009 Pacific-Asia Conference on Circuits, Communications and Systems, 2009

2004
Discovering Colocation Patterns from Spatial Data Sets: A General Approach.
IEEE Trans. Knowl. Data Eng., 2004

The Architectural Design of FRUIT: A Family of Retargetable User Interface Tools.
Proceedings of the International Conference on Software Engineering Research and Practice, 2004

A Design of Metadata Server Cluster in Large Distributed Object-based Storage.
Proceedings of the 21st IEEE Conference on Mass Storage Systems and Technologies / 12th NASA Goddard Conference on Mass Storage Systems and Technologies, 2004

An iSCSI Design and Implementation.
Proceedings of the 21st IEEE Conference on Mass Storage Systems and Technologies / 12th NASA Goddard Conference on Mass Storage Systems and Technologies, 2004

An ISCSI design over wireless network.
Proceedings of the 12th IEEE International Conference on Networks, 2004


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