Oral Sessions
Oral Session Tracks
Twenty-five parallel oral tracks across five sessions. Each talk slot is 15 minutes.
Session 1 — July 8 (15:30–17:00)
Track 1Connected Vehicle Traffic Control
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Risk assessment method for dynamic control strategies at intersection in the intelligent connected traffic environment | Junxia Wang |
| 15:45-16:00 | Dynamic Control Protocol for Connected Commercial Fleets | Qingnan Liang |
| 16:00-16:15 | Manoeuvre Coordination as a Day 3+ C-ITS Service: Design and Evaluation of a realistic MCS model in Artery/OMNeT++ | Attila Jagudits |
| 16:15-16:30 | Integrated Hierarchical Adaptive Traffic Control and Speed Advisory Framework for Mixed Traffic with Connected and Autonomous Vehicles | Dohyeon Kim |
| 16:30-16:45 | Dynamic road pricing policy for dedicated lane allocation of connected and autonomous vehicles in mixed traffic | Suyeon Lee |
| 16:45-17:00 | Network-Level Design of CACC in Mixed Traffic: A Robust Optimization Framework with Heterogeneous Human Drivers | Meng Li |
Track 2Autonomous Vehicle Operations
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | SPaT-Driven Robust Crosswalk Navigation for Autonomous Mobile Robots | Myeonghyeon Kim |
| 15:45-16:00 | Lane Changing Strategy of Automated Vehicle in Work Zones Considering Stochasticity of Human Driving | Yiyi Wang |
| 16:00-16:15 | Proactive Take-over Prediction for Autonomous Vehicles: A Comparative Study of Prediction Models Using Real-Road Data | Eungju Lee |
| 16:15-16:30 | Exploration of Scenario Based Strategy Selection for Autonomous Bus Managed Lane Entrances | Donghee Oh |
| 16:30-16:45 | A Real-time Estimation of Connected and Autonomous Vehicle Penetration Rate Using LiDAR-Equipped Moving Observer Vehicles | Jiwon Park |
Track 3Autonomous Driving Safety
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Delay-Adaptive Safety Buffer Based Traffic Control for Cooperative Driving at Unsignalized Intersections | Donghee Oh |
| 15:45-16:00 | Restoring Trust in Automated Vehicles: The Effect of Single Strategy and Combined Strategies | Yunhao Cai |
| 16:00-16:15 | Classifying Driving Scenarios for Robust Multi-Agent Motion Forecasting in Urban Areas | Beom Jin Park |
| 16:15-16:30 | A Go/Stop Decision Algorithm for Automated Vehicles in Signalized Intersection Dilemma Zones Using a Large Language Model | Sungeun Cho |
Track 4Mobility
Simulation and Prediction
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | A pilot study of the social force model and discrete element model based microscopic pedestrian simulation modeling towards a complex system | sicong zhu |
| 15:45-16:00 | A Hybrid Framework for Reconciling Link-Level Inflow and Outflow Discrepancies in Traffic Networks | Chih-hsuan Lin |
| 16:00-16:15 | Deep Generative Model-Based Denoising of Vehicle Trajectories for Microscopic Traffic Data Quality Enhancement | Sungmin Yoo |
| 16:15-16:30 | Enhancing Travel Demand Simulation through Deep Generative Population Synthesis | SangKuk Kim |
| 16:30-16:45 | Demand Forecasting Model in an Activity-based model Considering Spatiotemporal Constraints using Korean National Household Travel Survey: Estimations of Trip Mobility & Purpose | Shinhyung Cho |
Track 5Driver
Behavior Safety
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Development of Abnormal Driving Indicators Based on Naturalistic Driving Data for Bus Driver Risk Assessment | Suju Park |
| 15:45-16:00 | A Synthesized Risk Index for Mitigating Drowsy Driving on Highways | Nuri Park |
| 16:00-16:15 | The State-Dependent Effect of a V2X-Based Beyond-Line-of-Sight Warning System on Young Driver Response: A Causal Machine Learning Approach | Zishan Peng |
| 16:15-16:30 | Evaluating the Safety Impacts of Geometric Design on Freeway Traffic Accidents | Sze-En Chuang |
| 16:30-16:45 | A Typology and Severity Analysis of Pedal Misapplication Accidents Using Real-World Traffic Accident Data | Hansol Jeong |
Session 2 — July 9 (08:30–10:00)
Track 6Traffic
Injury Risk Analysis
| Time | Title | Speaker |
|---|---|---|
| 08:30-08:45 | Knowledge graph trajectory based training data construction for small language models in traffic safety | Yoseph Lee |
| 08:45-09:00 | Impact of real-time hazard alerts on rider behaviour: An Integrated EVT-Clustering framework | Subbarao Saladi S V |
| 09:00-09:15 | Identifying Critical DUI Risk Segments Considering Path Diversity and Road Network Vulnerability | Chun Che Hung |
| 09:15-09:30 | Contribution of Traffic Park on Children Traffic Safety Education a Comparative Analysis | Mital Chakma |
| 09:30-09:45 | End-to-End Traffic Crash Detection from Multi-Channel Audio with LLM-Assisted Decision Support | Wenhan Yang |
Track 7Deep
Learning Mobility Analytics
| Time | Title | Speaker |
|---|---|---|
| 08:30-08:45 | Which VLM Performs Better in Autonomous Driving? Evidence from Testing and Evaluation across Unstructured Scenes with Visual Corruptions | Wenhao Yu |
| 08:45-09:00 | Recursive Neurosymbolic Optimization for the Semantic Repair of Structurally Inconsistent Household Travel Surveys Using LLM | Kervin Joshua Lucas |
| 09:00-09:15 | Text-Based Incident Clearance Time Prediction and VD-Based Traffic Recovery Time Quantification for Freeway Incident Management | Yun Lo |
| 09:15-09:30 | Sequence-Based Trajectory Modeling for Dynamic Origin–Destination Estimation | Junseok Kim |
| 09:30-09:45 | Integrating Deep Learning–Based Motion Prediction into Extreme Value Theory: Incorporating Motion Heterogeneity and Interaction Behavior into Crash Risk Estimation | Tengfeng Lin |
| 09:45-10:00 | Data-driven Trajectory Prediction at Bus Rapid Transit Stations: A Conditional VAE Approach | Geo Lee |
Track 8Traffic
State Estimation
| Time | Title | Speaker |
|---|---|---|
| 08:30-08:45 | Real-World Mapping of Operational Design Domain Risk Zones for Urban Autonomous Environmental Service Vehicle | Eunho Lee |
| 08:45-09:00 | Online calibration of stochastic delayed car-following models using Deep Kalman filters | Seung Ha Lee |
| 09:00-09:15 | Infrastructure-Independent Queue Length Estimation and Dynamic Zoning: A Probabilistic Approach using Network wide-Probe Vehicle Data | Hyeokju Nam |
| 09:15-09:30 | Estimating Corridor-Level Traffic Speed with Penetration-Aware Uncertainty Using Sparse Probe Vehicle Data | Hajeong Park |
| 09:30-09:45 | Dynamic Calibration of Social Force Models via Deep Kalman Filtering for Crowd State Estimation | SoYeon Lee |
| 09:45-10:00 | Explainable Scenario-Adaptive Mobility Simulation in Aging Societies: A Generative Macro-Micro Framework | Chaewon Yoon |
Track 9Crash
Risk Prediction
| Time | Title | Speaker |
|---|---|---|
| 08:30-08:45 | Multi-Period Safety Evaluation of School Zone Interventions Using Surrogate Measures and Extreme Value Theory | Bhavna Katoch |
| 08:45-09:00 | Smart Road Testing Risk Evaluation Method Based on Surrogate Safety Measures and Fuzzy Comprehensive Evaluation | Junxia Wang |
| 09:00-09:15 | Modeling the Mismatch: A Multimodal Data Fusion Approach for Cyclist Risk Perception in Dynamic Traffic Environments | Lurong Xu |
| 09:15-09:30 | A Multimodal Fusion Approach to Predicting Road Accident Severity Using Street View Imagery and Meteorological Data | Kun Liu |
Track 10Choice
Modeling Methods
| Time | Title | Speaker |
|---|---|---|
| 08:30-08:45 | Interpretable Causal Discovery with Large Language Models: Application to Public Transit Mode Choice | Sung-Yoo Lim |
| 08:45-09:00 | An Inverse Reinforcement Learning-Based Personalized Route Generation Method Considering Trip Purpose and Time-Dependent Traffic Conditions | Jeongwoo Han |
| 09:00-09:15 | An end-to-end neural network approach for random regret minimization based discrete choice modelling for mode choice prediction | Saptarshi Panda |
| 09:15-09:30 | Scalable and Exact Activity-Based Dynamic Discrete Choice Models via Reachability and Sparse Graph Computation | Azwan Nazamuddin |
| 09:30-09:45 | Unravelling the impacts of built environment on mode preferences: Evidence from a growing city with diverse mode options | Muskan |
Session 3 — July 9 (10:30–12:00)
Track 11Human-Centered Intelligence for Safe Driving
| Time | Title | Speaker |
|---|---|---|
| 10:30-10:45 | Influence of Driver Perception on Lane Choice and Merging Behavior at Toll Plaza Diverging Area | Mutia Lisya |
| 10:45-11:00 | Is Aggressive Behavior in Cross-Border Driving Predictable? An Empirical Study Based on the Binary Logit Model | Yuanyuan Bu |
| 11:00-11:15 | Hazard-Reasoner: Fine-Tuning Vision-Language Models for Traffic Hazard Detection and Driver Warning Generation | Zixuan Xu |
| 11:15-11:30 | Severity-Controllable Adversarial Testing of Highway Automated Vehicles Using Naturalistic Aggressive-Moment Statistics | Hyunchul Park |
| 11:30-11:45 | Understanding Driver Cognitive and Behavioral Responses to Adaptive AR-HUD Navigation Systems | Jungyoon Kim |
Track 12Service
Changes and Travel Demand
| Time | Title | Speaker |
|---|---|---|
| 10:30-10:45 | Philippine Tricycles are Going Cashless: The Adoption of Quick Response (QR) Code Mobile Payment System in Antipolo City, Rizal | Lindy Jane Ando |
| 10:45-11:00 | Rainfall Impacts on Urban Mobility: Traveler Heterogeneity, Travel Demand Variation, and Network Traffic Dynamics | Chao-Jung Chen |
| 11:00-11:15 | Impact of Mobile Automatic Payment on Parking Facility Usage: A Natural Experiment from South Korea | Youngwook Koo |
| 11:15-11:30 | Reducing Parking Exit Bottlenecks through Automatic Payment: Evidence from 860,000 Exit Events in South Korea | Kunwoo Kim |
| 11:30-11:45 | Exploring Travel Behavior Changes under Rainfall Conditions: Evidence of Latent Group Heterogeneity | Ting-Hsuan Wu |
Track 13Transit
Access and Crowding
| Time | Title | Speaker |
|---|---|---|
| 10:30-10:45 | Beyond Linearity: Deciphering the Structural Shift and Asymmetric Determinants of Post-Pandemic Public Transport Performance | Ching-Tsung Hung |
| 10:45-11:00 | Evaluation of Transit Access Infrastructure Using Hybrid Framework: A Step Towards Principles of Transit-Oriented Development | Dr Bhadradri Raghuram Kadali |
| 11:00-11:15 | Capturing taste variations related to bus in-vehicle crowding using a hybrid model Combining a decision tree and a discrete choice model | Tae Jun An |
| 11:15-11:30 | To Board or to Wait? Investigating how crowding information shapes passenger behavior | Rupam Fedujwar |
Track 14Transit
Operations and Access
| Time | Title | Speaker |
|---|---|---|
| 10:30-10:45 | Public Transport Competitiveness in Access to Activity Destinations and Transport Equity Analysis | Hyeonkyoung Kim |
| 10:45-11:00 | Multi-Source Data Analysis for Comprehensive Public Transit Performance Analysis | Geo Lee |
| 11:00-11:15 | Evaluation of Commuters' Perception Towards Metro Rail Trip Experience Based on First Mile Satisfaction | Anirudh Subramanyam Mantripragada |
| 11:15-11:30 | Dynamic Scheduling and Control Optimization of Autonomous Buses as Feeder Services to Multimodal Trunk Transit | Chunsheng Liu |
Track 15Rail
and Bus Service Planning
| Time | Title | Speaker |
|---|---|---|
| 10:30-10:45 | Comparative Analysis of Mobility Patterns of Transportation-Vulnerable Groups Using Public Transit and Paratransit Data | Minkyung Song |
| 10:45-11:00 | Enhancing railway network resilience via strategic resource allocation for bus bridging service under uncertainty | dongmin kim |
| 11:00-11:15 | The Impact of Different Train Turn-back Operations at the Terminal Stations on Backtracking Behavior of Metro Passengers | Cheok Kit Lei |
| 11:15-11:30 | Preferences for Demand Responsive Transit Services in Transit-Poor New Towns: An Integrated Choice and Latent Variable Approach | Yumi Jeong |
| 11:30-11:45 | How do rail transit face disasters? Unveiling hidden resilience via multi-agent simulation | Tianlei Zhu |
Session 4 — July 9 (13:30–15:00)
Track 16Electric Mobility Charging
| Time | Title | Speaker |
|---|---|---|
| 13:30-13:45 | When and Where to Charge: Joint Modeling and Discovery of Decision Mechanisms via Multi-Task Learning | Ruinan Wang |
| 13:45-14:00 | Revisiting Electric Vehicle Charging Behavior: Impacts of Private Shared Charging Piles on Users' Preferences | Guangchen Liu |
| 14:00-14:15 | Willingness to Pay for Micro-Electric Vehicle Sharing Service: A Comparative Approach Using Direct and Indirect Measures | Gagyeong Kim |
| 14:15-14:30 | Determinants of User Satisfaction in Micro Electric Vehicle Sharing Services: Focusing on Service Operations and Vehicle Performance | Minjun Kim |
| 14:30-14:45 | Characterizing Spatiotemporal Patterns of Shared Micro-Electric Vehicle Charging and Usage Behavior: Evidence from a Multi-City Pilot Project | Min Kim |
Track 17Electric Freight and Adoption
| Time | Title | Speaker |
|---|---|---|
| 13:30-13:45 | Resolving the Double-Bind of Micro-EVs: A Physics-Informed Eco-Safe Control Framework Considering Wetness Hysteresis and Energy-Safety Decoupling | Sunghoe Kim |
| 13:45-14:00 | Economic Feasibility of Battery Electric Light Commercial Vehicles in Sri Lanka: A Total Cost of Ownership Analysis | H.R. Pasindu |
| 14:00-14:15 | Monetary and Regulatory Incentives on Electric Vehicle Adoption in Indonesia: Evidence from a Stated Choice Experiment | Abdurrahman Habibie |
| 14:15-14:30 | Unveiling the Causal Drivers of Headway Deviations in Electric Bus Fleets: A Novel Causal Inference Approach | zhicheng jin |
| 14:30-14:45 | Safety-Critical Interactions of Electric Scooter Riders in Urban Traffic: Evidence from a VR-Based Experiment | Kexin Zhu |
Track 18Sustainable Mobility Governance
| Time | Title | Speaker |
|---|---|---|
| 13:30-13:45 | Greenhouse Gas (GHG) Reduction Effects Based on Public and Private Bicycle Riding Characteristics | Dongjun Chu |
| 13:45-14:00 | Causal Energy Prediction for Dual-Source Trolleybuses via Time-Aware Ensemble Learning | Wentao Zeng |
| 14:00-14:15 | Dwell-Time Constraints in Public EV Charging: Implications for V2G and Infrastructure Design | Taerin Kim |
| 14:15-14:30 | Interest Incompatibility, Not Engagement Failure: How Rational Conflicts Among Land Providers, Officials, and Users Shape Micromobility Implementation in a Japanese Regional City | Hidetada HIGASHI |
Track 19Micromobility and Street Experience
| Time | Title | Speaker |
|---|---|---|
| 13:30-13:45 | Greener streets, better minds? Examining older adults' perceptual and physiological responses on urban streets during winter in Chengdu, China | Qian Yan |
| 13:45-14:00 | A study on the optimization of operational strategies for shared micromobility services using Adaptive Large Neighborhood Search | Hiroshi Uemura |
| 14:00-14:15 | Wheelchair Pathway Roughness Index (WPRI) and Accelerometer Based Sidewalk Inspection | Siti Isnaini Djaha |
| 14:15-14:30 | Identifying E-Scooter Parking Conflict Zones and Infrastructure Deficiencies in KLCC, Kuala Lumpur | ZHU JIALI |
| 14:30-14:45 | Visual Attention Allocation across Streets with Distinct Built Environment Characteristics | Daon Kim |
Track 20Accessibility and Active Mobility
| Time | Title | Speaker |
|---|---|---|
| 13:30-13:45 | Assessing Spatial Inequality in Accessibility for Wheelchair Users of Paratransit Services | Juyoung Kim |
| 13:45-14:00 | A Community-based Evaluation Framework for the Network Efficiency of Bike-sharing Systems and Influencing Factors | Geonmin Kim |
| 14:00-14:15 | A Data-Driven Safety Walkability Index Incorporating Crash Frequency Analysis and Object Detection for Roadside Pedestrian Environments | Yewon KIM |
| 14:15-14:30 | Perceived Accessibility as a Capability: SEM Evidence on Walking Ability, Walking Environment, Out-of-home Activity Participation, and Subjective Well-Being | Hao-Ching Hsia |
| 14:30-14:45 | Do Urban-Rural Accessibility Gaps Translate into Life Satisfaction Disparities? | HyeRan Jeon |
| 14:45-15:00 | Active Mobility, Public Transit and Built Environments: Configurational Pathways to Active Aging in Urban Areas | Gary Yu-Ho Yeh |
Session 5 — July 9 (15:30–17:00)
Track 21Recycled Pavement Materials
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Sustainable Recycling of Reclaimed Asphalt Pavement: From Refined Separation Technology to Advanced Equipment and Multi-Scenario High-Content Applications | Junyan Yi |
| 15:45-16:00 | Greener Pavement Foundations Through Laboratory and Field Assessment of Cold Recycled Asphalt Mixtures in Taiwan | Thi Thu Ha Dang |
| 16:00-16:15 | Effect of Moisture on Bond Strength of Compacted Asphalt Mixture Using a New Bond Strength Test | Diana Humaira Luke Embah |
| 16:15-16:30 | Design and Application of a Dynamic Four-Point Bending Testing System for Asphalt Pavement Materials | Pei Wen Liew |
| 16:30-16:45 | Evaluation of Mixture and In Situ of Climate Resilient Fibre Mastic Asphalt Performance | Nur Atiqah Halim |
| 16:45-17:00 | Advancing Sustainable Pavements: Warm Mix Asphalt ACWC20 with 30% RAP Using GTL Based Saraphalt Additive | Boon Ping Phua |
Track 22Resilient Road Infrastructure
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Modeling Multi-Dimensional Renewal Demands of Urban Road Infrastructure Using Road Environment Features and Semantic Information | Sizhe Yao |
| 15:45-16:00 | Comparison of Pavement Deterioration Prediction Models Using Short-Term Condition Data | Minsong Kim |
| 16:00-16:15 | Explainable Machine Learning-Based Grid-Level Earthquake Vulnerability Analysis for Disaster-Resilient Road Planning: A Case Study of Gyeongju and Pohang | Chanju Jeong |
| 16:15-16:30 | Ceramic Aggregate Heat Harnessing Characteristics to be used as Climate Resilient Asphalt Paving Material | Ratnasamy Muniandy |
| 16:30-16:45 | Performance Evaluation of Sawdust Ash as a Partial Filler Replacement in Hot Mix Asphalt Mixtures | Fauzan Mohd Jakarni |
Track 23Aviation and Maritime Systems
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Forecasting Route-Level Passenger Demand on Taiwan–U.S. Services Using Gene Expression Programming | Yi-Yang Cheng |
| 15:45-16:00 | Cluster-based Airport Egress Mode Design Considering Terminal Arrival Process of Flight Passengers | Jeonghyun Oh |
| 16:00-16:15 | A Hybrid Simulation and Machine Learning Framework for Predicting Departure Passenger Delays and Risk at Airport Terminals | Osanda Rathnayake |
| 16:15-16:30 | Estimating Passenger Benefits from Airport Service Quality Enhancements: A Meta-Analytic Benefit Transfer Approach | Junyuk Lee |
| 16:30-16:45 | Exploring Air Transport Demand and Choice Behavior of Southeast Asian Residents in Taiwan through an Interactive Stated Preference Survey | Lin-Hsiang Peng |
Track 24Network
Operations and Resources
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Decentralized First-come-first-served Assignment of Capacitated Resources with Partially Observable User Preference | Yuhao Liu |
| 15:45-16:00 | Adaptive Offset Control in Strategic Layer of Hierarchical Group-based Traffic Control Signal Systems Using Fourier Series | Seulbin Hong |
| 16:00-16:15 | New telephone system for expressway emergency rescue | Zhang Meng |
| 16:15-16:30 | Digital Mobility Service Platform for Vehicle Resource Sharing: Reducing Information Asymmetry in Secondary Vehicle (Used Car) Markets | Yeowon Yoon |
| 16:30-16:45 | Addressing Spatiotemporal Dependencies in Modal Interaction Analysis: A STARX Modeling Framework | Dain Oh |
Track 25Urban
Policy and Equity
| Time | Title | Speaker |
|---|---|---|
| 15:30-15:45 | Changes in Living Zones for the Elderly in Seoul: A Temporal, Age-Group and Regional Perspective | SeoYeon Kim |
| 15:45-16:00 | Quantifying the Mobility Gap: A Comparative Framework of Model-Based and Empirical Isochrones Using Multimodal Trajectory Data | Nayeon Kim |
| 16:00-16:15 | Analysis of Threat Factors to Transportation Network Resilience under Population Aging: Evidence from 170,418 Elderly Driver Crashes and an Age-75 Structural Breakpoint in South Korea | Soohee Kim |
| 16:15-16:30 | Beyond the Urban Core: Multi-Nodal Agglomeration of Online Food Merchants and Its Spatial Determinants in Bandung City, Indonesia | Hafiyyan Fawwaz |
| 16:30-16:45 | Beyond Tokenism? The Role of Public Participation in Coercive Transport Policy: Findings from Taiwan's Older Driver License Restrictions | Hsu-Sheng Hsieh |
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