Haoning Xi

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Research Fellow (Research Assistant Professor)

University of Sydney Business School

Australia

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About

Haoning Xi is a Research Fellow (Research Assistant Professor) at The University of Sydney Business School in Australia. His research focuses on multimodal transport systems, mobility services, and the integration of data-driven approaches with traditional models to enhance transportation efficiency and sustainability. Recent articles include studies on personalized travel behavior predictions and the optimization of mobility resource allocation in electric Mobility-as-a-Service ecosystems.

Recent Grants

Grant: Close

Customized subscription bundle recommendation for Mobility-as-a-Service (MaaS) systems using deep learning methods

Open Date: 2022-12-01

Close Date: 2023-12-01

Grant: Close

Design of a Regional Town and Rural Hinterland (RTRH) MaaS Blueprint

Open Date:

Close Date:

Articles (18)

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2024

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2023

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2023

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2022

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2022

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2022

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2020

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2020

Collaborators (5)

Junbin Gao

University of Sydney Business School

AUSTRALIA

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David Hensher

University of Sydney Business School

AUSTRALIA

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Corinne Mulley

Professor Emerita

University of Sydney

AUSTRALIA

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Travis Waller

Professor

Australian National University

AUSTRALIA

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David Rey

Associate Professor

SKEMA Business School - Campus de Sophia Antipolis

FRANCE

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Haoning Xi

Research Interests

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About

Recent Grants

Articles (18)

A multi-task Transformer with mixture-of-experts for personalized periodic predictions of individual travel behavior in multimodal public transport

A spatial–Temporal Large Language Model with Denoising Diffusion Implicit for predictions in centralized multimodal transport systems

A spatial–temporal dynamic attention-based Mamba model for multi-type passenger demand prediction in multimodal public transit systems

Barriers towards enhancing mobility through integrated mobility services in a regional and rural context: insights from suppliers and organisers

Real-time vehicle relocation, personnel dispatch and trip pricing for carsharing systems under supply and demand uncertainties

Single-leader multi-follower games for the regulation of two-sided mobility-as-a-service markets

Strategizing sustainability and profitability in electric Mobility-as-a-Service (E-MaaS) ecosystems with carbon incentives: A multi-leader multi-follower game

Evaluating travel behavior resilience across urban and Rural areas during the COVID-19 Pandemic: Contributions of vaccination and epidemiological indicators

Fusing Physics-Based and Data-Driven Models for Car-Following Modeling: A Particle Filter Approach

Optimizing mobility resource allocation in multiple MaaS subscription frameworks: a group method of data handling-driven self-adaptive harmony search algorithm

Optimizing multiple equipment scheduling for U-shaped automated container terminals considering loading and unloading operations

Modeling, equilibrium, and demand management for mobility and delivery services in Mobility-as-a-Service ecosystems

Incentive-compatible mechanisms for online resource allocation in Mobility-as-a-Service systems

Single-leader multi-follower games for the regulation of two-sided mobility-as-a-service markets

Differentiable road pricing for environment-oriented electric vehicle and gasoline vehicle users in the bi-objective transportation network

Mobility as a service (MaaS): are effort and seamlessness the keys to MaaS uptake?

Bounding the efficiency gain of differentiable road pricing for EVs and GVs to manage congestion and emissions

A Generalized Dynamic Potential Energy Model for Multiagent Path Planning

Collaborators (5)

Junbin Gao

David Hensher

Corinne Mulley

Travis Waller

David Rey

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