Singapore Skyline

Accepted Papers

← Back to Workshop Home
1
Estimating the impact of working from home on urban equilibrium: neighborhood scale effect using mobile dara
Inessa Tregubova
Hebrew University of Jerusalem
2
Evaluating LLM-Generated Survey Data for Urban Studies: A Four-Tier Protocol and Evidence
Jiaxin Lu, SIJIN WU, Jiahang Liu, Lili Yang, Qiyang Liu
Peking University, University of Leeds
3
A GIS-Oriented land use Map Generation Agent: A Hybrid Approach Integrating Diffusion Models and GANs
Xue Mi
Bournemouth University
4
A Decentralized Digital Twin via Crowdsourced Sensing and Browser-Based Edge Computation
Sean Hardesty Lewis, Junfeng Jiao, Yiming Xu, Jihyung Park, Connor Phillips
Cornell University, University of Texas at Austin
5
Vehicle Routing with Finite Time Horizon using Deep Reinforcement Learning with Improved Network Embedding
Ayan Maity, Sudeshna Sarkar
Indian Institute of Technology Kharagpur, Dhirubhai Ambani Institute Of Information and Communication Technology
6
UrbanControlNet: Reimaging Global Urban Development with Satellite Imagery
Kailai Sun, Yuebing Liang, Mingyi He, Yunhan Zheng, Shenhao Wang, Jinhua Zhao, Alex Pentland
Massachusetts Institute of Technology, Tsinghua University, Singapore-MIT Alliance for Research and Technology, University of Florida
7
Tracking Global Hydropower Plants to Support Sustainable Urban Planning
Li Jiahao, Jiancheng Pan, Xiaomeng Huang
Tsinghua University, Institute for Computer Science, Artificial Intelligence and Technology
8
Text-to-Vector Conversion for Residential Floor Plan Design Paper Poster
Bazhenov Egor, Stepan Kasai Andreevich, Viacheslav Shalamov, Valeria Efimova
ITMO University
9
NSegment+: Scale-aware Label-only Elastic Deformations for Semantic Segmentation
Yechan Kim, Dongho Yoon, Unse Fatima, Jongmin Joo, Sungheon Kim, Jonghyun Park, Mingi Lee, Moongu Jeon
Gwangju Institute of Science and Technology
10
LLM-based Multiagent Control for Adaptive Traffic Signal Systems
Ananya Agrawal, Satyam Gaba
QualComm
11
PRISM: Interpretable Natural Language-Driven Traffic Analysis Through Semantic-Spatiotemporal Reasoning
Jiawei Tong, Guangyu Wang, Yan Wang, Ruoxi Liao, Sirui Li, Leyang gu, Shuihua Wang, John Moraros
University of Liverpool, Dongbei University of Finance And Economics, Xi'an Jiaotong-Liverpool University, University of Liverpool
12
Charting the Future of Urban Planning with AGI: A Five-Stage Research Agen-da
Yurun Wang, Wenjia Zhang
Peking University, Tongji University
13
DualFairNet: Enhancing Prediction and Explanation Fairness in Spatiotemporal Graphs With Electric Vehicle Charging Demand as a Case Study
Hangying Su, Yunhan Zheng, Mi Diao
National University of Singapore, Tongji University, Singapore-MIT Alliance for Research and Technology Centre
14
PlanKG: A Theory-Grounded Benchmark for Computational Urban Plan Quality Analysis
Zeyun Deng, Chaosu Li
The Hong Kong University of Science and Technology
15
Verifiability-First Agents: Provable Observability and Lightweight Audit Agents for Controlling Autonomous LLM Systems
Abhivansh Gupta
Indian Institute of Technology, Roorkee
16
Spatial-Temporal Representation Learning with Global-Local Alignment for Next POI Recommendation
Zhiyuan Cao, Songyu Ke
Fuzhou University
17
Collective Recourse for Generative Urban Visualizations
Rashid Mushkani
Université de Montréal
18
Community Canvas: Human-AI Collaboration in Public Participation
Connor Phillips, Junfeng Jiao
University of Texas at Austin
19
RGPT: Relation Guided Learning with Phase-Level Text for Egocentric Accident Video Retrieval
Ruixuan Zhang, Chengzhi Zang, Tao Dai, Daniel Jian Sun
Chang'an University, Shanghai Jiaotong University
20
DeepLogit: A sequentially constrained explainable deep learning modeling approach for transport policy analysis
Jeremy Oon, Rakhi Manohar Mepparambath, Ling Feng
A*STAR, National University of Singapore
21
Neuro-Symbolic Urban Twins: Embedding Reasoning in Data-Driven City Models
Mahule Roy, Subhas Roy
Carnegie Mellon University
22
Forecasting Evictions using Graph Neural Networks
Aveline Lezil, Hung Phuc Chu, Maryam Tabar
University of Texas at San Antonio
23
Hierarchical Adaptive Traffic Signal Control via GNN-Guided Multi-Agent Coordination
Hsieh Yu Hsuan, Akshay Narayan
National University of Singapore
24
CityDreamer: A World Model Benchmark for Unified AI in Urban Planning
Murari Ambati
Baylor University
25
Decoupling Knowledge and Tasks for Few-Shot Urban AI Modeling
MingyiMa, Haoxiang Zhao, Yuan Lai
Tsinghua University
26
Multimodal Data Fusion to Capture Dynamic Interactions between Built Environment and Vulnerable Older Adults
Houhao Liang
National University of Singapore
27
A Multi-Modal Sequence Embedding Framework for Functional Characterization of Urban Areas between Adjacent Metro Stations
Yunting Miao, Xintian Liu, Jiali Zhou, Jiangping Zhou
University of Hong Kong
28
Nonlinear Relationship Between Urban Form and Residential Energy Consumption in Seoul: An Explainable Machine Learning Approach
Hong Hoon Seock, Steven Jige Quan
Seoul National University
29
Reasoning Is All You Need for Urban Planning AI
Sijie Yang, Jiatong Li, Filip Biljecki
National University of Singapore, Tsinghua University
30
Exploring the Spatially Heterogeneous Effects of Urban Form Factors on Urban Heat Island in Seoul
Steven Jige Quan, Yeqin Shen, Lili Lin
Seoul National University
31
Exploring Spatio-temporal Heterogeneity of Climate Adaptation Policy Formulation and Implementation Leveraging Large Language Model
Binbin Peng
nanjing university
32
Spatial-Morphological Modeling for Multi-Attribute Imputation of Urban Blocks Paper Poster
Vasilii Starikov, Ruslan Kozlyak Vladimirovich, Georgii Kontsevik, Sergey Mityagin
ITMO University
33
Feature-Based Change Point Detection for Reliable Socioeconomic Categorization from Satellite Imagery
Fabian Wölk, Xiaoming Fu
Georg-August Universität Göttingen, University of Goettingen
34
Graph-based Walkability Prediction Framework Integrating Subjective Perception and Objective Urban Form
Harim Lee, Eunseon Seong, Hyebin Kim, Sugie Lee, Dong-Kyu Chae
Hanyang University
35
Implementation of ChatGPT-Assisted Planning Support Systems Platform
Seojung Lee, Steven Jige Quan
Seoul National University
36
Thermal Performance and Cost-Effectiveness of Urban Heat Mitigation Strategies in Seoul’s Urban Regeneration Projects
Sihyeon Kim, Steven Jige Quan
Seoul National University
37
Understanding Park Cooling Effect Using ENVI-met: A Pilot Study of Seoul
Inseong Yum, Steven Jige Quan
Seoul National University
38
Estimating Solar Energy Potential of Typical Urban Regeneration Neighborhoods in Seoul
Subin Kim, Steven Jige Quan
Seoul National University
39
Revealing nonlinear relationships between urban form factors and extreme heat with an explainable machine learning approach
Danbi Kim, Lili Lin, Steven Jige Quan, Chaosu Li, Wei Wang
Seoul National University, The Hong Kong University of Science and Technology, Southeast University
40
Community-Informed AI in Urban Planning: A Participatory Framework for Fairness and Measurement
Whitney Nelson, Min Kyung Lee
University of Texas at Austin
41
Towards Human-AI Accessibility Mapping in India: VLM-Guided Annotations and POI-Centric Analysis in Chandigarh
Varchita Lalwani, Utkarsh Agarwal, Mikey Saugstad, Manish Kumar, Jon E. Froehlich, Anupam Sobti
Plaksha University, University of Washington, Indian Institute of Technology, Delhi
42
Enhancing Trust in Taxi Zone Profit Predictions with Sequential Conformal Inference
Helbert Paat, Zheng LIANG, Cheuk Kin HO, Weigang Lu
The Hong Kong University of Science and Technology
43
Urban-Net: A Standardized Dataset for AI for Sustainable City Planning
Steven Jige Quan, Heesoo Hwang, Pengyang Wang
Seoul National University, University of Macau
44
Revealing Hidden Archetypes of Urban Morphological Patterns in Seoul
Steven Jige Quan, Sihyeon Kim
Seoul National University
45
ARMove: Learning to Predict Human Mobility through Agentic Reasoning
Chuyue Wang, Jie Feng, Yuxi Wu, Shenglin Yi, Hang Zhang
Meituan, Tsinghua University, brgroup
46
One Rule to Bring Them All: Investigating Transport Connectivity in Public Transport Route Generation for Equitable Access Paper Slides
Aleksandr Morozov, Ruslan Kozlyak Vladimirovich, Georgii Kontsevik, Sergey Mityagin
ITMO University
47
Fine-tuning LLMs for Tourist Trajectory Prediction using Field Experiment Data
Tatsuya Amano, Hirozumi Yamaguchi
The University of Osaka
48
Perception, Fit, and Intention: What Drives U.S. Local Government Professionals to Adopt Generative AI?
Ke Liu
Queensland University of Technology