Weizi Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 59

Top Topics

Reinforcement Learning

Information Systems

Traffic Control

Top Venues

Publications

Bibek Poudel, Weizi Li
CARL: Congestion-Aware Reinforcement Learning for Imitation-based Perturbations in Mixed Traffic Control. CoRR (2024)
Michael Villarreal, Bibek Poudel, Jia Pan, Weizi Li
Mixed Traffic Control and Coordination from Pixels. ICRA (2024)
Bing Wang, Weizi Li, Anthony Bradlow, Antoni T. Y. Chan, Eghosa Bazuaye
Early Detection of Inflammatory Arthritis to Improve Referrals Using Multimodal Machine Learning from Blood Testing, Semi-Structured and Unstructured Patient Records. HICSS (2024)
Weizi Li, Hector Zenil, Kendall Ho, Samantha Kanza
Introduction to the Minitrack on Digitally-enabled Blood Testing in Healthcare. HICSS (2024)
Dawei Wang, Weizi Li, Lei Zhu, Jia Pan
Learning to Change: Choreographing Mixed Traffic Through Lateral Control and Hierarchical Reinforcement Learning. CoRR (2024)
Songyang Liu, Shuai Li, Haochen Li, Weizi Li, Jindong Tan
TEeVTOL: Balancing Energy and Time Efficiency in eVTOL Aircraft Path Planning Across City-Scale Wind Fields. CoRR (2024)
Dawei Wang, Weizi Li, Jia Pan
Large-Scale Mixed Traffic Control Using Dynamic Vehicle Routing and Privacy-Preserving Crowdsourcing. IEEE Internet Things J. 11 (2) (2024)
Michael Villarreal, Dawei Wang, Jia Pan, Weizi Li
Analyzing Emissions and Energy Efficiency in Mixed Traffic Control at Unsignalized Intersections. CoRR (2023)
Bing Wang, Weizi Li, Anthony Bradlow, Eghosa Bazuaye, Antoni T. Y. Chan
Improving triaging from primary care into secondary care using heterogeneous data-driven hybrid machine learning. Decis. Support Syst. 166 (2023)
Bibek Poudel, Weizi Li
Beyond Simulated Drivers: Evaluating the Impact of Real-World Car-Following in Mixed Traffic Control. CoRR (2023)
Michael Villarreal, Bibek Poudel, Weizi Li
Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning. CoRR (2023)
Ryan Wickman, Bibek Poudel, Michael Villarreal, Xiaofei Zhang, Weizi Li
Efficient Quality-Diversity Optimization through Diverse Quality Species. GECCO Companion (2023)
Michael Villarreal, Bibek Poudel, Jia Pan, Weizi Li
Hybrid Traffic Control and Coordination from Pixels. CoRR (2023)
Ryan Wickman, Bibek Poudel, Michael Villarreal, Xiaofei Zhang, Weizi Li
Efficient Quality-Diversity Optimization through Diverse Quality Species. CoRR (2023)
Bing Wang, Weizi Li, Anthony Bradlow, Antoni T. Y. Chan, Eghosa Bazuaye
Early detection of inflammatory arthritis to improve referrals using multimodal machine learning from blood testing, semi-structured and unstructured patient records. CoRR (2023)
Michael Villarreal, Bibek Poudel, Weizi Li
Can ChatGPT Enable ITS? The Case of Mixed Traffic Control via Reinforcement Learning. ITSC (2023)
Dawei Wang, Weizi Li, Jia Pan
Large-scale Mixed Traffic Control Using Dynamic Vehicle Routing and Privacy-Preserving Crowdsourcing. CoRR (2023)
Dawei Wang, Weizi Li, Lei Zhu, Jia Pan
Learning to Control and Coordinate Hybrid Traffic Through Robot Vehicles at Complex and Unsignalized Intersections. CoRR (2023)
Supriya Sarker, Bibek Poudel, Michael Villarreal, Weizi Li
Traffic Reconstruction and Analysis of Natural Driving Behaviors at Unsignalized Intersections. CoRR (2023)
Ke Guo, Wei Jing, Lingping Gao, Weiwei Liu, Weizi Li, Jia Pan
Long-term Microscopic Traffic Simulation with History-Masked Multi-agent Imitation Learning. CoRR (2023)
Bibek Poudel, Thomas Watson, Weizi Li
Learning to Control DC Motor for Micromobility in Real Time With Reinforcement Learning. ITSC (2022)
Yu Shen, Weizi Li, Ming C. Lin
Inverse Reinforcement Learning with Hybrid-weight Trust-region Optimization and Curriculum Learning for Autonomous Maneuvering. IROS (2022)
Lei Lin, Weizi Li, Huikun Bi, Lingqiao Qin
Vehicle Trajectory Prediction Using LSTMs With Spatial-Temporal Attention Mechanisms. IEEE Intell. Transp. Syst. Mag. 14 (2) (2022)
Weizi Li
Urban Socio-Technical Systems: An Autonomy and Mobility Perspective. CoRR (2022)
Michael Villarreal, Bibek Poudel, Ryan Wickman, Yu Shen, Weizi Li
AutoJoin: Efficient Adversarial Training for Robust Maneuvering via Denoising Autoencoder and Joint Learning. CoRR (2022)
Ryan Wickman, Xiaofei Zhang, Weizi Li
A Generic Graph Sparsification Framework using Deep Reinforcement Learning. ICDM (2022)
Weizi Li
Understanding and Developing Equitable and Fair Transportation Systems. CoRR (2022)
Bibek Poudel, Weizi Li
Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models. CoRR (2021)
Yu Shen, Laura Y. Zheng, Manli Shu, Weizi Li, Tom Goldstein, Ming C. Lin
Improving Robustness of Learning-based Autonomous Steering Using Adversarial Images. CoRR (2021)
Ryan Wickman, Xiaofei Zhang, Weizi Li
SparRL: Graph Sparsification via Deep Reinforcement Learning. CoRR (2021)
Bibek Poudel, Weizi Li
Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models. ITSC (2021)
Yu Shen, Laura Y. Zheng, Manli Shu, Weizi Li, Tom Goldstein, Ming C. Lin
Gradient-Free Adversarial Training Against Image Corruption for Learning-based Steering. NeurIPS (2021)
Lahari Karadla, Weizi Li
Analyzing Effects of The COVID-19 Pandemic on Road Traffic Safety: The Cases of New York City, Los Angeles, and Boston. CoRR (2021)
Lei Lin, Weizi Li, Lei Zhu
Network-wide Multi-step Traffic Volume Prediction using Graph Convolutional Gated Recurrent Neural Network. CoRR (2021)
Tianfeng Wang, Weizi Li, Dana Lewis
Blood Glucose Forecasting using LSTM Variants under the Context of Open Source Artificial Pancreas System. HICSS (2020)
Muhammad Dashtban, Weizi Li
Predicting Risk of Hospital Readmission for Comorbidity Patients through a Novel Deep Learning Framework. HICSS (2020)
Leo Liu, Weizi Li, Naif R. Aljohani, Miltiadis D. Lytras, Saeed-Ul Hassan, Raheel Nawaz
A framework to evaluate the interoperability of information systems - Measuring the maturity of the business process alignment. Int. J. Inf. Manag. 54 (2020)
Siying Liu, Runtong Zhang, Xiaopu Shang, Weizi Li
Analysis for warning factors of type 2 diabetes mellitus complications with Markov blanket based on a Bayesian network model. Comput. Methods Programs Biomed. 188 (2020)
Wuyu Wang, Weizi Li, Ning Zhang, Kecheng Liu
Portfolio formation with preselection using deep learning from long-term financial data. Expert Syst. Appl. 143 (2020)
Lei Lin, Feng Shi, Weizi Li
Assessing Road Traffic Safety During COVID-19: Inequality, Irregularity, and Severity. CoRR (2020)
Qianwen Chao, Huikun Bi, Weizi Li, Tianlu Mao, Zhaoqi Wang, Ming C. Lin, Zhigang Deng
A Survey on Visual Traffic Simulation: Models, Evaluations, and Applications in Autonomous Driving. Comput. Graph. Forum 39 (1) (2020)
Songhe Wang, Kangda Wei, Lei Lin, Weizi Li
Spatial-temporal Analysis of COVID-19's Impact on Human Mobility: the Case of the United States. CoRR (2020)
Huiqun Huang, Xiaopu Shang, Hongmei Zhao, Nan Wu, Weizi Li, Yuan Xu, Yang Zhou, Lei Fu
Discovering Medication Patterns for High-Complexity Drug-Using Diseases Through Electronic Medical Records. IEEE Access 7 (2019)
Muhammad Dashtban, Weizi Li
Deep Learning for Predicting Non-attendance in Hospital Outpatient Appointments. HICSS (2019)
Wuhuan Xu, Xiaopu Shang, Jun Wang, Weizi Li
A Novel Approach to Multi-Attribute Group Decision-Making based on Interval-Valued Intuitionistic Fuzzy Power Muirhead Mean. Symmetry 11 (3) (2019)
Weizi Li
Simulation and Learning for Urban Mobility: City-scale Traffic Reconstruction and Autonomous Driving. CoRR (2019)
Yuan Xu, Xiaopu Shang, Jun Wang, Runtong Zhang, Weizi Li, Yuping Xing
A method to multi-attribute decision making with picture fuzzy information based on Muirhead mean. J. Intell. Fuzzy Syst. 36 (4) (2019)
Weizi Li, David Wolinski, Ming C. Lin
ADAPS: Autonomous Driving Via Principled Simulations. ICRA (2019)
Jun Wang, Runtong Zhang, Xiaomin Zhu, Zhen Zhou, Xiaopu Shang, Weizi Li
Some q-rung orthopair fuzzy Muirhead means with their application to multi-attribute group decision making. J. Intell. Fuzzy Syst. 36 (2) (2019)
Weizi Li, David Wolinski, Ming C. Lin
ADAPS: Autonomous Driving Via Principled Simulations. CoRR (2019)
Bo Tian, Weizi Li
Community detection method based on mixed-norm sparse subspace clustering. Neurocomputing 275 (2018)
Maksim Belitski, Valérie Fernandez, Sabine Khalil, Weizi Li, Kecheng Liu
Exploring the Cloud Computing Loop in the Strategic Alignment Model. ICISO (2018)
Shixiong Liu, Weizi Li
A Framework to Evaluate Semiotic Interoperability for Information Sharing. ICISO (2018)
Weizi Li, Meilei Jiang, Yaoyu Chen, Ming C. Lin
Estimating Traffic Conditions At Metropolitan Scale Using Traffic Flow Theory. CoRR (2018)
Weizi Li, Dong Nie, David Wilkie, Ming C. Lin
Citywide Estimation of Traffic Dynamics via Sparse GPS Traces. IEEE Intell. Transp. Syst. Mag. 9 (3) (2017)
Weizi Li, David Wolinski, Ming C. Lin
City-scale traffic animation using statistical learning and metamodel-based optimization. ACM Trans. Graph. 36 (6) (2017)
Diego Fuentealba, Kecheng Liu, Weizi Li
Organisational Responsiveness Through Signs. ICISO (2016)
Shen Xu, Kecheng Liu, Llewellyn C. M. Tang, Weizi Li
A framework for integrating syntax, semantics and pragmatics for computer-aided professional practice: With application of costing in construction industry. Comput. Ind. 83 (2016)
Weizi Li, Kecheng Liu, Maksim Belitski, Abby Ghobadian, Nicholas O'Regan
e-Leadership through strategic alignment: an empirical study of small- and medium-sized enterprises in the digital age. J. Inf. Technol. 31 (2) (2016)
Shixiong Liu, Weizi Li, Kecheng Liu
Assessing Pragmatic Interoperability for Process Alignment in Collaborative Working Environment. ICISO (2015)
Jin Chen, Weizi Li
The Relationship between Flexible Human Resource Management and Enterprise Innovation Performance: A Study from Organizational Learning Capability Perspective. ICISO (2015)
David Wilkie, Jason Sewall, Weizi Li, Ming C. Lin
Virtualized Traffic at Metropolitan Scales. Frontiers Robotics AI 2 (2015)
Weizi Li, David Wolinski, Julien Pettré, Ming C. Lin
Biologically-Inspired Visual Simulation of Insect Swarms. Comput. Graph. Forum 34 (2) (2015)
Weizi Li, Kecheng Liu, Hongqiao Yang, Changrui Yu
Integrated clinical pathway management for medical quality improvement - based on a semiotically inspired systems architecture Open. Eur. J. Inf. Syst. 23 (4) (2014)
Shixiong Liu, Weizi Li, Kecheng Liu
Assessing Pragmatic Interoperability of Information Systems from a Semiotic Perspective. ICISO (2014)
Li Huang, Guangqi Huang, Yaohong Zhang, Weizi Li, Xueshan Luo
A Component Data-Focused Method to Build the Executable Model for a DoDAF Compliant Architecture. ICISO (2014)
Shen Xu, Kecheng Liu, Weizi Li
Knowledge-based Design Cost Estimation Through Extending Industry Foundation Classes. ICEIS (2) (2014)
Shixiong Liu, Weizi Li, Kecheng Liu
Pragmatic Oriented Data Interoperability for Smart Healthcare Information Systems. CCGRID (2014)
Weizi Li, Kecheng Liu, Shixiong Liu
Semiotics in Interoperation for Information Systems Working Collaboratively. IC3K (2013)
Weizi Li, Kecheng Liu, Shixiong Liu
Semiotic Interoperability - A Critical Step towards Systems Integration. KDIR/KMIS (2013)
Hongqiao Yang, Weizi Li, Kecheng Liu, Junping Zhang
Knowledge-based clinical pathway for medical quality improvement. Inf. Syst. Frontiers 14 (1) (2012)
Hongqiao Yang, Kecheng Liu, Weizi Li
Adaptive Requirement-Driven Architecture for Integrated Healthcare Systems. J. Comput. 5 (2) (2010)
Weizi Li, Kecheng Liu, Shuzhang Li, Hongqiao Yang
A Semiotic Multi-Agent Modeling Approach for Clinical Pathway Management. J. Comput. 5 (2) (2010)
Weizi Li, Kecheng Liu, Shuzhang Li, Hongqiao Yang
Normative Modeling for Personalized Clinical Pathway Using Organizational Semiotics Methods. ISCSCT (2) (2008)