NeurIPS 2025 Past Other

UrbanAI: Harnessing Artificial Intelligence for Smart Cities

urbanai

Submission deadline
Sep 9, 2025, 00:00 UTC
imported from OpenReview — check the website for extensions
Submission portal
OpenReview
Notes
Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (54)

Fetched from OpenReview (v2) on 2026-06-10.

  1. A Glass-Box AI Framework for Predicting and Explaining Urban Solar Energy Generation

    Yumin Zhou, Whye Loon Tung, Hiok Quek · PDF
  2. A Knowledge-Based Framework for Urban Event Detection via Temporal Knowledge Graphs and Large Language Models

    Aleksandr Antonov, Liubov Tupikina · PDF
  3. A scalable and transferable approach for spatio-temporal indoor air temperature forecasting in multi-zone buildings exploiting knowledge graph contextual information

    Rocco Giudice · PDF
  4. A Two-Stage Hierarchical Optimization framework for Efficient Generative Urban Design

    Xiao Hu, Dayi Lai · PDF
  5. Advancing Building Autonomy with LLM-Based Fault Detection and Preventive Maintenance

    Sagar Sudhakara · PDF
  6. AutoDrive-QA: A Multiple-Choice Benchmark for Vision–Language Evaluation in Urban Autonomous Driving

    Boshra Khalili, Andrew Smyth · PDF
  7. Beyond Shortest Path: Agentic Vehicular Routing with Semantic Context

    Carnot Braun, Rafael O. Jarczewski, Gabriel Ukstin Talasso, Leandro Aparecido Villas, Allan M. de Souza · PDF
  8. CoolShift: Lightweight modeling of building cooling demand with causal machine learning

    Tong Xiao, Peng Xu · PDF
  9. CoSSA: Correlation-Structure Shift Adapter for Cross-City Urban Forecasting

    Md Muntaqim Meherab · PDF
  10. Demographics-Informed Neural Network for Multi-Modal Spatiotemporal Forecasting of Urban Growth and Travel Patterns Using Satellite Imagery

    Eugene Kofi Okrah Denteh, Andrews Danyo, Joshua Kofi Asamoah, Blessing Agyei Kyem, Armstrong Aboah · PDF
  11. Duo-View Pedestrian Behavior Prediction via Multi-modal Cross-Attentive Fusion

    Zhengming Zhang, TAOTAO JING, Zhengming Ding, Renran Tian · PDF
  12. Embedding Building Operation Cycles into Transformer Models for Indoor Temperature Prediction

    Shundong Li, Nan Ma · PDF
  13. Enhancing Demand-Oriented Regionalization with Agentic AI and Local Heterogeneous Data for Adaptation Planning

    Seyedeh Mobina Noorani, Shangde Gao, Changjie Chen, Karla Saldana Ochoa · PDF
  14. Enhancing Rural Autonomous Driving Performance with Diffusion-Augmented Synthetic Datasets

    Siddharth Arun, Trisha Panchangmath, Saanvi Celamkoti, Vayden Wong, Charles Duong, Vasu Sharma, Sean O'Brien, Kevin Zhu · PDF
  15. From Counts to Choice: Choice-Driven Spatial-Temporal Counting Process Models

    Chao Yang, Yiling Kuang, Shuang Li · PDF
  16. From Image Generation to Infrastructure Design: a Multi-agent Pipeline for Street Design Generation

    Chenguang Wang, Xiang Yan, Yilong Dai, Ziyi Wang, Susu Xu · PDF
  17. From Walled Gardens to Open Streets: A Pipeline for Cross-City Data Harmonization

    Sean Hardesty Lewis, Junfeng Jiao · PDF
  18. Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards

    Luis Lara, ZhiHao Luo, Aristides Milios, Aditya Sharma, Ge Ya Luo, Christopher Beckham, Florian Golemo, Christopher Pal · PDF
  19. Graph Neural Networks for Predicting Wastewater Service Type At A Land Parcel Level

    Sylvia Imanirakiza, Nana Akua Agyemang Sereboo, Nelson da Luz, Emily Kumpel, Jay Taneja · PDF
  20. HeLoFusion: An Efficient and Scalable Encoder for Modeling Heterogeneous and Multi-Scale Interactions in Trajectory Prediction

    Bingqing Wei, Lianmin Chen, Zhongyu Xia, Yongtao Wang · PDF
  21. Higher-Order Action Regularization in Deep Reinforcement Learning: From Continuous Control to Building Energy Management

    Faizan Ahmed, Aniket Dixit, James Brusey · PDF
  22. HVAC-SPICE: Value-Uncertainty In-Context RL with Thompson Sampling for Zero-Shot HVAC Control

    Anaïs Berkes, Vincent Taboga, Donna Vakalis, David Rolnick, Yoshua Bengio · PDF
  23. Hybrid MPC for Building Heat Pump Demand Flexibility under Unmeasured Disturbances

    Sang woo Ham, Donghun Kim · PDF
  24. Hybrid XGBoost-PINN Multi-Stage Framework for Scalable Building Temperature Prediction

    Tushar Shinde, Rohan Saha · PDF
  25. InsFusion: Rethink Instance-level LiDAR-Camera Fusion for 3D Object Detection

    Zhongyu Xia, Hansong Yang, Yongtao Wang · PDF
  26. Joint Cooling and Computing Optimization for Language Model Serving

    Nardos Abera, Yize Chen · PDF
  27. Linear vs Transformer Models for Long-Horizon Exogenous Temperature Forecasting

    Ruslan Gokhman · PDF
  28. LLM-Powered Digital Twins for Interactive Urban Mobility Simulation: Integrating SUMO with AI Agents

    Yiming Xu, Jihyung Park, Junfeng Jiao · PDF
  29. LLM-Powered Report-Driven Markov Modelling for Large-Scale Predictive Bridge Maintenance in Japan

    Takayuki Shinohara, J-katagiri, Hidetaka Saomoto · PDF
  30. LLM-Raft: Enhancing Urban Traffic Efficiency and Safety through Decentralized Coordination of Autonomous Vehicles

    Lingfeng Zhou, Shuaixing Chen, Jin Gao, Dequan Wang · PDF
  31. Multi-Band Fusion Framework Using Hybrid Predictors for Indoor Temperature Forecasting

    Kanxuan He, Hongshan Guo · PDF
  32. Multi-fidelity Data Reconstruction for Wind Pressure on Building

    Yanyu Ke, Yifan Wang, Junle Liu, Wenliang CHEN, Tim K.T. Tse, Gang Hu · PDF
  33. Origin-Conditional Trajectory Encoding: Measuring Urban Configurational Asymmetries through Neural Decomposition

    Stephen Law, Tao yang, Nanjiang Chen, Xuhui Lin · PDF
  34. OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data

    Amir Ziashahabi, Narges Ghasemi, Sajjad Shahabi, John Krumm, Salman Avestimehr, Cyrus Shahabi · PDF
  35. Physics-Guided Dual Neural ODEs with Bidirectional Information Exchange for Air Quality Prediction

    Jiaxu Feng, Jindong Tian, Yan Cen, Xinyuan Wei, Yun Xiong, Bin Yang · PDF
  36. Physics-Informed Large Language Models for HVAC Anomaly Detection with Autonomous Rule Generation

    Subin Lin, Chuanbo Hua · PDF
  37. Physics-Informed Learning via Diffusion Framework for System State Estimation

    Tianyi Zeng, Tianyi Wang, Jiaru Zhang, Yajie Zou, Yangyang Wang, Junfeng Jiao, Christian Claudel, Chenxinbo · PDF
  38. Physics-Informed Probabilistic Learning of Low-Altitude Urban Wind from Onboard Motion Data

    Minghao Chen · PDF
  39. Plug In For Lunch: Exploring Dining Options Around American EV Charging Stations

    Seung Gyu Baik, Ahyoung Chang, Junfeng Jiao · PDF
  40. PMA-Diffusion: A Physics-guided Mask Aware Diffusion Framework for Traffic State Estimation from Sparse Observations

    Lindong Liu, Seongjin Choi · PDF
  41. PresCast: Physics-Constrained Fourier Kolmogorov-Arnold Networks for Bluff Bodies Spatiotemporal Wall Pressure Forecast

    Junle Liu, Yanyu Ke, Haoyan Li, Wenliang CHEN, Tianle Niu, Tim K.T. Tse, Gang Hu · PDF
  42. Quantile-SMPC for Grid-Interactive Buildings with Multivariate Temporal Fusion Transformers

    Spencer Hutchinson, Abraham P. Vinod, François Germain, Stefano Di Cairano, Christopher R. Laughman, Ankush Chakrabarty · PDF
  43. Real-time Prediction of Urban Sound Propagation with Conditioned Normalizing Flows

    Achim von Stryk, Martin Spitznagel, Janis Keuper · PDF
  44. Recovering Origin–Destination Flows from Bus CCTV: Early Results from Nairobi and Kigali

    Nthenya Kyatha, Jay Taneja · PDF
  45. ShadeBench: A Benchmark Dataset and Method for Shade Simulation in Sustainable Society

    Longchao Da, Xiangrui Liu, Mithun Shivakoti, T Pranav Kutralingam, Yezhou Yang, Hua Wei · PDF
  46. Smart Building Temperature Forecasting with Probabilistic Temporal Fusion Transformers

    Abhinav Sagar · PDF
  47. Spatiotemporal AI Modeling of Remote Sensor Data for Accurate Prediction and Anomaly Detection in Urban Underground Water Systems

    Qiming Guo, Bishal Khatri, Hua Zhang, Wenlu Wang · PDF
  48. StreetTransformer: A Large Scale Multimodal Benchmark for Change Detection in Urban Streets

    Jon Atkins, Joao Rulff, Claudio Silva, Maryam Hosseini · PDF
  49. teLLMe Why (Ain’t Nothing but a Jam): Exploratory Causal Analysis of Urban Driving Data

    Qiwei Li, Jorge Ortiz · PDF
  50. The Subtle Art of Problem Formulation: Fusing Physics into Graph Structures for GNN-Based Pressure Monitoring in Water Distribution Networks

    Amin E. Bakhshipour, Mahta Bakhshizadeh, Sven O. Krumke, Ulrich Dittmer, Ali Haghighi · PDF
  51. Towards Energy-Efficient Buildings

    Timothy Mulumba · PDF
  52. Trust-Based Multi-Agent Framework for On-Ramp Merging Integrating Large Language Models

    Tianyi Wang, Tianyi Zeng, Yangyang Wang, Junfeng Jiao, Christian Claudel · PDF
  53. Unlocking the Invisible Urban Traffic Dynamics under Extreme Weather: A New Physics-Constrained Hamiltonian Learning Algorithm

    Xuhui Lin, Qiuchen Lu · PDF
  54. XGBoost with physics-informed features and residual regressor for the SBCS benchmark

    Vladimir Pyltsov · PDF