Yisheng Lv

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

Bibliography

2024
TrajSGAN: A Semantic-Guiding Adversarial Network for Urban Trajectory Generation.
IEEE Trans. Comput. Soc. Syst., April, 2024

Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System.
IEEE Trans. Intell. Veh., January, 2024

A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs.
IEEE Trans. Intell. Transp. Syst., January, 2024

Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space.
IEEE CAA J. Autom. Sinica, January, 2024

Joint Defocus Deblurring and Superresolution Learning Network for Autonomous Driving.
IEEE Intell. Transp. Syst. Mag., 2024

An Introduction to the Chair of Traffic Process Automation [Its Research Lab].
IEEE Intell. Transp. Syst. Mag., 2024

The UCLA Mobility Labs [Its Research Lab].
IEEE Intell. Transp. Syst. Mag., 2024

What's Next After Big Models? Small Models? Agents? Other Things? [Editor's Column].
IEEE Intell. Transp. Syst. Mag., 2024

Think Ahead, Jump Above: Farewell 2023! Welcome 2024! [Editor's Column].
IEEE Intell. Transp. Syst. Mag., 2024

SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models.
CoRR, 2024

BjTT: A Large-scale Multimodal Dataset for Traffic Prediction.
CoRR, 2024

RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences.
CoRR, 2024

Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.
CoRR, 2024

Large Language Model-Driven Urban Traffic Signal Control.
Proceedings of the Australian & New Zealand Control Conference, 2024

2023
Counterfactual Evolutionary Reasoning for Virtual Driver Reinforcement Learning in Safe Driving.
IEEE Trans. Intell. Veh., December, 2023

Parallel Transportation in TransVerse: From Foundation Models to DeCAST.
IEEE Trans. Intell. Transp. Syst., December, 2023

Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways.
IEEE Trans. Intell. Transp. Syst., November, 2023

Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains.
IEEE Trans. Intell. Transp. Syst., November, 2023

Transportation 5.0: The DAO to Safe, Secure, and Sustainable Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., October, 2023

An efficient particle swarm optimization with evolutionary multitasking for stochastic area coverage of heterogeneous sensors.
Inf. Sci., October, 2023

Parallel Testing for Centralized Traffic Control Systems of Intelligent Railways.
IEEE Trans. Intell. Veh., September, 2023

Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling.
IEEE CAA J. Autom. Sinica, September, 2023

Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility.
IEEE Trans. Syst. Man Cybern. Syst., April, 2023

DAO to HANOI via DeSci: AI Paradigm Shifts from AlphaGo to ChatGPT.
IEEE CAA J. Autom. Sinica, April, 2023

Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real.
IEEE CAA J. Autom. Sinica, March, 2023

Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach.
IEEE Trans. Intell. Transp. Syst., January, 2023

A Cross-Scale and Illumination Invariance-Based Model for Robust Object Detection in Traffic Surveillance Scenarios.
IEEE Trans. Intell. Transp. Syst., 2023

Conservative-Progressive Collaborative Learning for Semi-Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2023

Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review.
IEEE Intell. Transp. Syst. Mag., 2023

Center for Sustainable Road Freight [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2023

A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area.
IEEE Intell. Transp. Syst. Mag., 2023

Monash Research Center of Automated and Resilient Road Systems [Its Research Lab].
IEEE Intell. Transp. Syst. Mag., 2023

The University of Central Florida's Smart and Safe Transportation Lab [Its Research Lab].
IEEE Intell. Transp. Syst. Mag., 2023

Large Transportation Models on the Horizon: Challenges and Issues [Editor's Column].
IEEE Intell. Transp. Syst. Mag., 2023

Infrastructure Perception and Control Laboratory [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2023

Artificial Intelligence-Generated Content in Intelligent Transportation Systems: Learning to Copy, Change, and Create! [Editor's Column].
IEEE Intell. Transp. Syst. Mag., 2023

From the Perspective of Education: How to "Raise" Big Transportation Models "in a Well-Rounded Way" [Editor's Column].
IEEE Intell. Transp. Syst. Mag., 2023

In the Year of the Rabbit, Let Us Make a Fast Leap! [Editor's Column].
IEEE Intell. Transp. Syst. Mag., 2023

An Introduction to the Connected and Autonomous Transportation Systems Laboratory [Its Research Lab].
IEEE Intell. Transp. Syst. Mag., 2023

Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss.
IEEE Intell. Transp. Syst. Mag., 2023

A Spatiotemporal Hybrid Model for Airspace Complexity Prediction.
IEEE Intell. Transp. Syst. Mag., 2023

STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction.
IEEE CAA J. Autom. Sinica, 2023

ChatTraffic: Text-to-Traffic Generation via Diffusion Model.
CoRR, 2023

Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance.
CoRR, 2023

A SINS Error Correction Approach Based on Dual-Threshold ZV Detection and Cubature Kalman Filter.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

The DAO to Social Transportation: Towards Smart Mobility in Cyber-Physical-Social Space.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Compression Using Feature Score and Refinement for Deep Neural Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Parallel Learning Based Foundation Model for Networked Traffic Signal Control.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Point Cloud Completion by Larger Receptive Fields for Intelligent Vehicles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Data Augmentation for Pedestrians in Corner Case: A Pose Distribution Control Approach.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

VCrash: A Closed-Loop Traffic Crash Augmentation with Pose Controllable Pedestrian.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Interaction-Aware Trajectory Prediction with Point Transformer.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

MSIT-Det: Multi-Scale Feature Aggregation with Iterative Transformer Networks for 3D Object Detection.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Parallel System-Based Predictive Control for Traffic Signals in Large-Scale Road Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Accelerating Realistic Multi-Route Traffic Flow Generation Based on Improved Simulated Annealing Algorithms.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Deep Graph Matching-Based Method for Trajectory Association in Vessel Traffic Surveillance.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

ChatGPT Participates in Traffic Control as a Traffic Manager Assistant.
Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

Large Scale Logistics Network Simulation and Its Application in JD.
Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

PATRAS: Pattern-Aware Generalized Traffic Signal Control Based on Parallel Learning.
Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

Geometry Problem Solving Based on Counter-Factual Evolutionary Reasoning.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
Call for V&VIV: Verification and Validation of Intelligent Vehicles.
IEEE Trans. Intell. Veh., 2022

Taxi Demand Prediction Using Parallel Multi-Task Learning Model.
IEEE Trans. Intell. Transp. Syst., 2022

MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis.
IEEE Trans. Intell. Transp. Syst., 2022

HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand.
IEEE Trans. Intell. Transp. Syst., 2022

Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

A Multi-Agent Reinforcement Learning Method With Route Recorders for Vehicle Routing in Supply Chain Management.
IEEE Trans. Intell. Transp. Syst., 2022

Trip Purposes Mining From Mobile Signaling Data.
IEEE Trans. Intell. Transp. Syst., 2022

A Multi-Stream Feature Fusion Approach for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2022

Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2022

Three Principles to Determine the Right-of-Way for AVs: Safe Interaction With Humans.
IEEE Trans. Intell. Transp. Syst., 2022

On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis.
IEEE Trans. Cybern., 2022

Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics.
IEEE Trans. Cybern., 2022

Image-based traffic signal control via world models.
Frontiers Inf. Technol. Electron. Eng., 2022

Discover Trip Purposes From Cellular Network Data With Topic Modeling.
IEEE Intell. Transp. Syst. Mag., 2022

DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond.
IEEE Intell. Transp. Syst. Mag., 2022

Special Section on Safety of Automated Driving in Intelligent Transportation Systems [Guest Editorial].
IEEE Intell. Transp. Syst. Mag., 2022

Minnesota Intelligent Transportation Systems Laboratory [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2022

TransLab: Transportation Intelligent Computing Laboratory at the University of Brasilia, Brazil [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2022

The Autonomous Vehicles and Electronics Lab [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2022

Thomas D. Larson Pennsylvania Transportation Institute [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2022

Lab for Urban Mobility Systems [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2022

Parallel Intelligence for Smart Mobility in Cyberphysical Social System-Defined Metaverses: A Report on the International Parallel Driving Alliance.
IEEE Intell. Transp. Syst. Mag., 2022

A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices.
IEEE Internet Things J., 2022

Deep patch learning algorithms with high interpretability for regression problems.
Int. J. Intell. Syst., 2022

Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse.
IEEE Intell. Syst., 2022

Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review.
CoRR, 2022

Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems.
IEEE Access, 2022

Learning Transformer-based Cooperation for Networked Traffic Signal Control.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Efficient Calibration of Agent-Based Traffic Simulation Using Variational Auto-Encoder.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Towards City-Scale Traffic Prediction: Cluster Graph Wavelet Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Empirical Learning of Decision Parameters for Agent-Based Model.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

PAT: Point Cloud Analysis with Local Filter Embedding in Transformer.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Parallel Learning between Science for AI and AI for Science: A Brief Overview and Perspective<sup>*</sup>.
Proceedings of the Australian & New Zealand Control Conference, 2022

Mobility Pattern Analysis during 2020 Chinese National Day under the COVID-19 pandemic.
Proceedings of the Australian & New Zealand Control Conference, 2022

2021
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection.
IEEE Trans. Veh. Technol., 2021

Guest Editorial Special Issue on Big Data and AI for Computational Transportation in the Cyber-Physical-Social Space.
IEEE Trans. Intell. Transp. Syst., 2021

Social Signal-Driven Knowledge Automation: A Focus on Social Transportation.
IEEE Trans. Comput. Soc. Syst., 2021

Laboratory of Emerging Transportation Systems at Chalmers University of Technology [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag., 2021

Chair for Intelligent Transportation Systems-Sustainable Transport Logistics 4.0.
IEEE Intell. Transp. Syst. Mag., 2021

Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Recurrent Attention Unit: A Simple and Effective Method for Traffic Prediction.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

A Policy-Based Reinforcement Learning Approach for High-Speed Railway Timetable Rescheduling.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Traffic Flow Synthesis Using Generative Adversarial Networks via Semantic Latent Codes Manipulation.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

YOLOv4 Based Deep Learning Algorithm for Defects Detection and Classification of Rail Surfaces.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

The ADAPT Project: Adaptive and Autonomous Data Performance Connectivity and Decentralized Transport Network.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

A Parallel Intelligent System for Optimizing High-Speed Railway Rescheduling by Learning.
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021

Calibration of Agent-Based Model Using Reinforcement Learning.
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021

Urban Trip Generation Forecasting Based on Gradient Boosting Algorithm.
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021

Temporal-Difference Spatial Sampling and Aggregating Graph Neural Network for Crowd Flow Forecasting.
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021

SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management.
IEEE Trans. Intell. Transp. Syst., 2020

Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks.
IEEE Trans. Intell. Transp. Syst., 2020

Improving Road Detection Results Based on Ensemble Learning and Key Samples Focusing.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019
Guest Editorial Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies.
IEEE Trans. Intell. Transp. Syst., 2019

Detecting Traffic Information From Social Media Texts With Deep Learning Approaches.
IEEE Trans. Intell. Transp. Syst., 2019

Fiber-Optic Auditory Nerve of Ground in the Suburb: For Traffic Flow Monitoring.
IEEE Access, 2019

A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018
Parallel Intelligent Systems for Integrated High-Speed Railway Operation Control and Dynamic Scheduling.
IEEE Trans. Cybern., 2018

Cyber-Physical-Social Systems: The State of the Art and Perspectives.
IEEE Trans. Comput. Soc. Syst., 2018

Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model.
Sensors, 2018

Data-driven design of the extended fuzzy neural network having linguistic outputs.
J. Intell. Fuzzy Syst., 2018

Generative Adversarial Networks for Parallel Transportation Systems.
IEEE Intell. Transp. Syst. Mag., 2018

A Control Strategy Combined Thermostat Control with DC-Link Voltage Control for Series Hybrid Electric Vehicles.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Traffic Flow Prediction with Parallel Data.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
Social media based transportation research: the state of the work and the networking.
IEEE CAA J. Autom. Sinica, 2017

Short-term traffic flow prediction with LSTM recurrent neural network.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Accelerate the autonomous vehicles reliability testing in parallel paradigm.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

A convolutional neural network for traffic information sensing from social media text.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016
Pruned Fast Learning Fuzzy Approach for Data-Driven Traffic Flow Prediction.
J. Adv. Comput. Intell. Intell. Informatics, 2016

Performance evaluation of the deep learning approach for traffic flow prediction at different times.
Proceedings of the 2016 IEEE International Conference on Service Operations and Logistics, 2016

Analysis and forecasting of urban traffic condition based on categorical data.
Proceedings of the 2016 IEEE International Conference on Service Operations and Logistics, 2016

Autonomous vehicles testing methods review.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Travel time prediction with LSTM neural network.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Long short-term memory model for traffic congestion prediction with online open data.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach.
IEEE Trans. Intell. Transp. Syst., 2015

Traffic Flow Prediction With Big Data: A Deep Learning Approach.
IEEE Trans. Intell. Transp. Syst., 2015

Content-Based Recommendation for Traffic Signal Control.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014
The appliaction of recommendation systems.
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, 2014

Latent factor model for traffic signal control.
Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, 2014

Traffic signal coordination for emergency vehicles.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

A deep learning based approach for traffic data imputation.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013
Parallel Traffic Management System and Its Application to the 2010 Asian Games.
IEEE Trans. Intell. Transp. Syst., 2013

Design and implementation of an Emergency Traffic Evacuation Management Platform for urban areas based on Eclipse RCP.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2013

2012
Urban Rail Emergency Response Using Pedestrian Dynamics.
IEEE Intell. Syst., 2012

Parallel public transport system and its application in the evacuation of large-scale activities.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

A cellular automata based evacuation model on GPU platform.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Emergency traffic evacuation control based on the orthogonal experimental design method.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Parallel public transport management and control system for Guangzhou Asian Games.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

2011
A Game-Engine-Based Platform for Modeling and Computing Artificial Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2011

Modeling and analyzing transportation systems based on ACP approach.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2009
Generating artificial popullations for traffic microsimulation.
IEEE Intell. Transp. Syst. Mag., 2009


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