Hua Wei

Orcid: 0000-0002-3735-1635

Affiliations:

Arizona State University (ASU), AZ, USA
New Jersey Institute of Technology, Newark, NJ, USA (former)
Pennsylvania State University, PA, USA (former)

According to our database¹, Hua Wei authored at least 70 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Open-ti: open traffic intelligence with augmented language model.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., October, 2024

Libsignal: an open library for traffic signal control.

[BibT_eX]

[DOI]

Mach. Learn., July, 2024

SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras.

[BibT_eX]

[DOI]

Tiejin Chen

Prithvi Shirke

Bharatesh Chakravarthi

CoRR, 2024

LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation.

[BibT_eX]

[DOI]

CoRR, 2024

GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents.

[BibT_eX]

[DOI]

CoRR, 2024

LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks.

[BibT_eX]

[DOI]

CoRR, 2024

MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data.

[BibT_eX]

[DOI]

CoRR, 2024

SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic Perception.

[BibT_eX]

[DOI]

Manideep Reddy Aliminati

Bharatesh Chakravarthi

CoRR, 2024

Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape.

[BibT_eX]

[DOI]

CoRR, 2024

Privacy-preserving Fine-tuning of Large Language Models through Flatness.

[BibT_eX]

[DOI]

CoRR, 2024

Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework.

[BibT_eX]

[DOI]

CoRR, 2024

Interpreting Graph Neural Networks with In-Distributed Proxies.

[BibT_eX]

[DOI]

CoRR, 2024

When eBPF Meets Machine Learning: On-the-fly OS Kernel Compartmentalization.

[BibT_eX]

[DOI]

CoRR, 2024

CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

eTraM: Event-Based Traffic Monitoring Dataset.

[BibT_eX]

[DOI]

Aayush Atul Verma

Bharatesh Chakravarthi

Arpitsinh Vaghela

Hua Wei

Yezhou Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Shaded Route Planning Using Active Segmentation and Identification of Satellite Images.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Uncertainty Regularized Evidential Regression.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Probabilistic Offline Policy Ranking with Approximate Bayesian Computation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LLM Powered Sim-to-real Transfer for Traffic Signal Control.

[BibT_eX]

[DOI]

CoRR, 2023

Safety in Traffic Management Systems: A Comprehensive Survey.

[BibT_eX]

[DOI]

CoRR, 2023

RegExplainer: Generating Explanations for Graph Neural Networks in Regression Task.

[BibT_eX]

[DOI]

CoRR, 2023

FDTI: Fine-Grained Deep Traffic Inference with Roadnet-Enriched Graph.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Learning to Calibrate Hybrid Hyperparameters: a Study on Traffic Simulation.

[BibT_eX]

[DOI]

Wanpeng Xu

Hua Wei

Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation.

[BibT_eX]

[DOI]

Jiaxing Zhang

Dongsheng Luo

Hua Wei

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Reinforcement Learning Approaches for Traffic Signal Control under Missing Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Uncertainty-aware Traffic Prediction under Missing Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Rethinking Sentiment Analysis under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Toward Efficient Traffic Signal Control: Smaller Network Can Do More.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Uncertainty-Aware Grounded Action Transformation Towards Sim-to-Real Transfer for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Sim2Real Transfer for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Modeling Network-level Traffic Flow Transitions on Sparse Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

The Third Workshop on Data-driven Intelligent Transportation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Bayesian Model-Based Offline Reinforcement Learning for Product Allocation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Knowledge-based Residual Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Boosting Offline Reinforcement Learning with Residual Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Rebuilding City-Wide Traffic Origin Destination from Road Speed Data.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Probabilistic simulation of spatial demand for intelligent product allocation.

[BibT_eX]

[DOI]

Proceedings of the GeoSim@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, 2021

Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

How Do We Move: Modeling Human Movement with System Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Recent Advances in Reinforcement Learning for Traffic Signal Control: A Survey of Models and Evaluation.

[BibT_eX]

[DOI]

SIGKDD Explor., 2020

Learning to Simulate Human Movement.

[BibT_eX]

[DOI]

Hua Wei

Zhenhui Li

CoRR, 2020

A Probabilistic Simulator of Spatial Demand for Product Allocation.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Simulate on Sparse Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Unified Framework with Multi-source Data for Predicting Passenger Demands of Ride Services.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Diagnosing Reinforcement Learning for Traffic Signal Control.

[BibT_eX]

[DOI]

CoRR, 2019

A Survey on Traffic Signal Control Methods.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Task-Specific City Region Partition.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning Phase Competition for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

CoLight: Learning Network-level Cooperation for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Modeling Spatial-Temporal Dynamics for Traffic Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Context-Aware Location Annotation on Mobility Records Through User Grouping.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2016

ZEST: A Hybrid Model on Predicting Passenger Demand for Chauffeured Car Service.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Discovering Event Evolution Chain in Microblog.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

ShutterRoller: Preserving Social Network Privacy towards High-Speed Domain Gateway.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Hua Wei

Timeline

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