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2025

METIS: Crowdsourced Lane Line Map ConstructionBo Yu 0007, Gui Chen, Vivek Vijaya Kumar, Donald Grimm, Fan Bai 0002, Mason Gemar, Cem U. Saraydar. buildsys 2025: 181-191 [doi]

Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2025, Colorado School of Mines, Golden, CO, USA, November 19-21, 2025Dong Chen 0025, Wan Du, Susu Xu, editors, ACM, 2025. [doi]

Dataset: A Novel Aliasing vs Non Aliasing Audio Dataset for Always-On IoT Microphone ExperimentationJack Adiletta, Khan Mohammad Nur Hossain, Matthew Reynolds, Shiwei Fang, Bashima Islam. buildsys 2025: 423-426 [doi]

EfficientMic: Adaptive Acoustic Sensing with a Single Microphone for Smart InfrastructureJack Thomas Adiletta, Matthew Conner Reynolds, Mohammad Nur Hossain Khan, Shiwei Fang, Bashima Islam. buildsys 2025: 262-265 [doi]

Energy and Indoor Air Quality Tradeoffs of Personal Air Cleaners and Natural Ventilation in Urban HouseholdsRitwik Agarwal, Vishal Garg, Aviruch Bhatia. buildsys 2025: 465-470 [doi]

Poster Abstract: RE-STEP: A GenAI Prospecting Tool to Assess Community-Based Factors in Early-Stage Renewable-Energy SitingCharles Alba. buildsys 2025: 298-299 [doi]

PhD Forum Abstract: TinyML-Based Edge Anomaly Detection for Energy-Efficient Appliance Monitoring in the Built EnvironmentAbdulrahman Albaiz. buildsys 2025: 355-356 [doi]

Poster Abstract: Economic Feasibility of IoT-Based Controls in Low-Income Residential BuildingsAvia Anwar, Umut Mete Saka, Sowndarya Krishnan Navaneetha Kannan, Daniel Safronov, Patrick Salter, Karlyle Munz, Gabe Fierro, Paulo Cesar Tabares-Velasco, Qiuhua Huang. buildsys 2025: 324-325 [doi]

Automatic image diagram generation for large-sized underground concrete culvertsLukasz Baldyga, Thanh V. Pham, Hiroyuki Yamada, Masahiro Ishikawa, Susumu Ishihara. buildsys 2025: 238-242 [doi]

Poster Abstract: Radiative Cooling Paints: Application on Warehouses and Integration with Phase Change MaterialsEmily Barber, Sajith Wijesuriya, Ravi Kishore, Marcus V. A. Bianchi, William Travis Horton, Xiulin Ruan. buildsys 2025: 292-293 [doi]

A HOT Dataset: 150, 000 Buildings for HVAC Operations Transfer ResearchAnaïs Berkes, Yoshua Bengio, David Rolnick, Donna Vakalis. buildsys 2025: 171-180 [doi]

PhD Forum Abstract: IoT-Supported Biophilic Design for Human-Centered Net-Zero BuildingsUmaru Mohammed Bongwirnso. buildsys 2025: 347-348 [doi]

Can Attention Improve Sequence-to-Point Load Disaggregation? A Comparative AssessmentMazen Bouchur, Nan Li, Andreas Reinhardt 0001. buildsys 2025: 23-33 [doi]

Dataset: Device Activity Report with Complete Knowledge (DARCK) for NILMJustus Breyer, Kai Gützlaff, Leonardo Pompe, Klaus Wehrle. buildsys 2025: 407-411 [doi]

Poster Abstract: VibraFarrow - Pig Farrowing Time Prediction Using Ambient Floor VibrationsJinpu Cao, Larry Collin Marshall, Jesse R. Codling, Sudhendu Raj Sharma, Tami M. Brown-Brandl, Martin Fischer, Pei Zhang 0001, Hae Young Noh, Yiwen Dong 0001. buildsys 2025: 334-335 [doi]

VibraFarrow: Pig Farrowing Time Prediction Using Ambient Floor VibrationsJinpu Cao, Larry Collin Marshall, Jesse R. Codling, Sudhendu Raj Sharma, Tami M. Brown-Brandl, Martin Fischer, Pei Zhang 0001, Hae Young Noh, Yiwen Dong 0001. buildsys 2025: 150-160 [doi]

ViLA: Leveraging General-Purpose Audio for Training Vibration-Based Stadium Crowd Monitoring ModelsYen-Cheng Chang, Jesse R. Codling, Yiwen Dong 0001, Jiale Zhang, Hae Young Noh, Pei Zhang 0001. buildsys 2025: 96-106 [doi]

Poster Abstract: Towards Intelligent HVAC Control: Transformer-Based Adaptive Prediction of Occupant's Preferred SetpointsKai Chen, Ali Ghahramani. buildsys 2025: 316-317 [doi]

An LLM Framework for Inferring Household Energy Consumption Through Behaviour SimulationShaylin Chetty, Hai Le Vu, Hao Wang 0016, Russell Smyth. buildsys 2025: 234-237 [doi]

Poster Abstract: Application of Causal Discovery to Weather Data and Validation of Causal StructuresHan-Gyeong Chu, Hye-Gi Kim, Deuk-Woo Kim. buildsys 2025: 318-319 [doi]

How realistic are synthetic energy data? Feature-based evaluation of generated smart meter load profilesNazar Demir, Talia Qaiser, Ada Canaydin, Chun Fu, Matias Quintana, Clayton Miller, Hussain Kazmi. buildsys 2025: 461-464 [doi]

PhD Forum Abstract: PathRecall: Memory-Augmented Visual Question Answering for Assistive Indoor NavigationPei Du, Nirupama Bulusu. buildsys 2025: 359-360 [doi]

Defining Social Capital and Social Infrastructure for Built Environment DesignKieran Elrod, Katherine A. Flanigan, Mario Bergés. buildsys 2025: 369-375 [doi]

Street View Sociability: Interpretable Analysis of Urban Social Behavior Across 15 CitiesKieran Elrod, Katherine A. Flanigan, Mario Bergés. buildsys 2025: 282-286 [doi]

PhD Forum Abstract: Towards Secure Edge AI for Structural Health MonitoringSheikh Muhammad Farjad. buildsys 2025: 361-362 [doi]

Zeki: A Containerized Pipeline for Deep Learning Deployment for Edge-based Structural Health MonitoringSheikh Muhammad Farjad, Robin Gandhi. buildsys 2025: 456-460 [doi]

Poster Abstract: Dynamic Mobility Barrier Detection Using Wheelchair-mounted SensorsIsabelle Gatmaitan, Yiwen Dong 0001, Shabboo Valipoor, Vivian Wen Hui Wong. buildsys 2025: 310-311 [doi]

Human vs. Machine: Comparing Urban Condition Classification Methods from Vehicular VisionJulia Gersey, Troy Zhong, Jiale Zhang, Jesse R. Codling, Jackelyn Hwang, Pei Zhang 0001. buildsys 2025: 427-430 [doi]

PhD Forum Abstract: Low-Cost Energy Performance Strategies for Existing Commercial Buildings in the United States with Limited Controls: Updating "Set it and forget it" Parameters: An Opportunity for Significant Energy Savings Through Explicit Humidity Considerations for Set Points AdjustmentsRebecca Grekin. buildsys 2025: 351-352 [doi]

SolExplore: A Successive Refinement Approach for Sizing of PV and Storage Systems in EV-Enabled HomesJulia Gschwind, Srinivasan Keshav. buildsys 2025: 107-116 [doi]

Poster Abstract: Muscle Injury Detection via Human-induced Floor VibrationsJinsi Guo, Yiwen Dong 0001. buildsys 2025: 322-323 [doi]

LLM-Powered Data Annotation for Bridging the Semantic Gap in Air Quality MonitoringRagini Gupta, Abbas Ali Mirza, Claudiu Danilov 0001, Josh Eckhardt, Keyshla Bernard, Klara Nahrstedt. buildsys 2025: 394-399 [doi]

No One-Model-Fits-All: Uncovering Spatio-Temporal Forecasting Trade-offs with Graph Neural Networks and Foundation ModelsRagini Gupta, Naman Raina, Bo Chen 0025, Li Chen 0008, Claudiu Danilov 0001, Josh Eckhardt, Keyshla Bernard, Klara Nahrstedt. buildsys 2025: 400-406 [doi]

Poster Abstract: Scalable Peer-to-Peer Solar Energy Trading in Virtual Power PlantsAnany Pratap Gupta, Qi Li. buildsys 2025: 328-329 [doi]

Decision-Focused Learning for Cost-Efficient and Sustainable Water Treatment Plant OperationsSteven Oufan Hai, Omid Ardakanian. buildsys 2025: 139-149 [doi]

Tensorized Interior Radiative Heat Transfer for a Scalable and Calibrated Building Energy SimulatorSang Woo Ham, Donghun Kim, Michael Rossetti, John Sipple. buildsys 2025: 444-448 [doi]

Poster Abstract: Power Sensing Without Wires: Monitoring Usage via Electromagnetic FieldsRahul Sidramappa Hoskeri, Xiaoyi Lu 0001, Hua Huang 0003. buildsys 2025: 312-313 [doi]

PhD Forum Abstract: Integrated Forecasting and Cooling-Based Ramp Rate Control for Energy SystemsKoki Iwabuchi. buildsys 2025: 353-354 [doi]

Phantom Load: An Immersive 3D Energy Detective GameJeslu Jacob, Prasad Vaidya. buildsys 2025: 477-481 [doi]

From Innovation to Implementation: Exploring Market Opportunities for MZOCC in the Future of HVACJeslu Celine Jacob, Rishee Jain. buildsys 2025: 482-486 [doi]

Semantic Modeling and Rule-Based Evaluation of Building Chiller Plant Operation Using Brick OntologyXiaoyu Jia, Yiqun Pan, Rongxin Yin. buildsys 2025: 431-434 [doi]

PhD Forum Abstract: BESTOpt: A Physics-Informed Machine Learning Based Building Simulation, Control and Optimization PlatformZixin Jiang. buildsys 2025: 344-346 [doi]

WinLeak: A Thermal and RGB Image Dataset for Window Air Leakage Detection in Residential BuildingsAnveshika Kamble, Naman Gupta, Nishanth Pullabhotla, Daniel Mossé, Stephen Lee, Benjamin M. Rottman, Dilip Teja. buildsys 2025: 266-270 [doi]

The Impact of Load Forecasting Model Choice on the Economic Operation of Industrial Energy StorageManuel Katholnigg, Christoph Goebel. buildsys 2025: 12-22 [doi]

PhD Forum Abstract: Field Demonstration of Advanced Commercial HVAC Control for Scalable DeploymentArash Jalil Khabbazi. buildsys 2025: 349-350 [doi]

PhD Forum Abstract: Hybrid MCTS for Heat Pump ControlMuhammad Ibrahim Khan. buildsys 2025: 342-343 [doi]

Poster Abstract: How Seasons Shape Park Experience: Quantifying Openness and Colorfulness with Wearable LiDARYuki Kida, Junya Maruyama, Hiroyuki Hasada, Koichi Kakuta, Shizuo Nunami, Kohei Mogami, Yudai Honma. buildsys 2025: 330-331 [doi]

DARLIN: Domain-guided Augmented Retrieval for LLM-based INterpretable HVAC ControlYun-Dam Ko, Rishee Jain. buildsys 2025: 440-443 [doi]

AI-enabled phase equilibrium prediction in cryogenic DAC for sustainable built environmentsEmel V. Kurian, Pavitra Sandilya. buildsys 2025: 471-476 [doi]

Tackling Non-Stationarity in HVAC Control with TimeGPT-Enhanced Deep Reinforcement LearningJiatong Li, Bokai Ji, Guangxia Li, Peilin Zhao, Liu Liu 0014, Zhigang Ren. buildsys 2025: 384-388 [doi]

Thermal-Delay Aware Deep Reinforcement Learning for HVAC System ControlJiatong Li, Bokai Ji, Guangxia Li, Peilin Zhao, Liu Liu 0014, Zhigang Ren. buildsys 2025: 277-281 [doi]

Poster Abstract: Predictive Modeling of Air-Conditioning Performance under Varying Daytime Radiative Cooling Film Coverages in Humid ClimatesKelly Loh, Iqbal Shah, Ali Ghahramani. buildsys 2025: 314-315 [doi]

Poster Abstract: P&ID-to-Graph: LLM-Assisted Digitalization of HVAC DiagramsChujie Lu, Shalika Walker, Christian Struck, Laure Itard, Dirk Saelens. buildsys 2025: 296-297 [doi]

SifterNet: Model-Agnostic Defense against Backdoor Attack in Vision Large ModelShaoye Luo, Xinxin Fan, Quanliang Jing, Men Niu, Chi Lin 0001, Yunfeng Lu. buildsys 2025: 389-393 [doi]

Poster Abstract: Spatiotemporal Location Distribution of Human Movement: A Behaviorally Aware Soft Decoding ApproachJunya Maruyama, Yudai Honma. buildsys 2025: 300-301 [doi]

Poster Abstract: Occupant-driven Diagnostic Bayesian Networks: Incorporating Subjective Feedback for Resilient OperationMartín Mosteiro-Romero, Nitant Upasani, Laure Itard. buildsys 2025: 304-305 [doi]

PhD Forum Abstract: Semantic Shifts in Japanese Architectural Discourse with Operational ImplicationsAyumi Mukai. buildsys 2025: 357-358 [doi]

BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge GraphsOzan Baris Mulayim, Avia Anwar, Umut Mete Saka, Lazlo Paul, Anand Krishnan Prakash, Gabe Fierro, Marco Pritoni, Mario Bergés. buildsys 2025: 65-75 [doi]

Ibex-RL: Interpretable and Scalable Control via Physics-Informed Reinforcement LearningOzan Baris Mulayim, Mario Bergés. buildsys 2025: 192-202 [doi]

Poster Abstract: Cyber Building System with Smart Plant SensingSeyed Hamidreza Nabaei, Zeyang Zheng, Brad Campbell, Arsalan Heydarian. buildsys 2025: 320-321 [doi]

Indoor Environmental Quality in Split Air-Conditioned Classroom: An Experimental Study on Air Quality and Thermal Comfort in a Warm-Humid ClimateAjith N. Nair, Prashant Anand, Ardeshir Mahdavi. buildsys 2025: 449-455 [doi]

Poster Abstract: Leveraging Large Language Models to Reveal Interpretable Cooling Behaviors from Smart Thermostat DataKopal Nihar, Han Li, Jeetika Malik, Tianzhen Hong. buildsys 2025: 308-309 [doi]

PhD Forum Abstract: Advancing Sensing Capabilities by Repurposing Existing RF InfrastructureFateme Nikseresht. buildsys 2025: 367-368 [doi]

Dataset: Long-term LoRaWAN Communication Metadata from an Urban DeploymentFateme Nikseresht, Victor Ariel Leal Sobral, Jonathan L. Goodall, Bradford Campbell. buildsys 2025: 412-417 [doi]

Airflow-Graph Modeling for Multi‑Zone IAQ ForecastingJames Onyejizu, Robert F. Karlicek. buildsys 2025: 435-439 [doi]

Poster Abstract: Dynamic Graph Learning for Multizone Indoor CO₂ PredictionJames Onyejizu, Robert F. Karlicek. buildsys 2025: 338-339 [doi]

I Can't Read All That! Improving the Usability of Semantic Models Using Concise, Ontology-Agnostic, Building-Specific SchemasLazlo Paul, Ozan Baris Mulayim, Umut Mete Saka, Anand Krishnan Prakash, Gabe Fierro, Marco Pritoni. buildsys 2025: 257-261 [doi]

PhD Forum Abstract: Towards Comfort-Aware and Energy-Efficient Control of Domestic Heat PumpsBivin Pradeep. buildsys 2025: 365-366 [doi]

Sim-to-Real Transfer Learning for Large-Scale Short-Term Building Energy Forecasting in Sustainable CitiesHeng Quan, Semiha Ergan. buildsys 2025: 86-95 [doi]

Sequence-to-Segments-to-Sequence Learning with Neural Networks for Non-Intrusive Load MonitoringYechun Ruan, Qianyi Huang. buildsys 2025: 45-54 [doi]

Poster Abstract: Acquirium: A Data-Metadata Management Framework for Water Treatment SystemsUmut Mete Saka, Lazlo Paul, Fletcher T. Chapin, Scott Struck, Avia Anwar, Gabe Fierro. buildsys 2025: 332-333 [doi]

LLM-Driven Agent-Based Evaluation Framework for Occupant-Centric HVAC Control Considering Individual Differences and Movement BehaviorShinnosuke Sasaki, Nattaon Techasarntikul, Yuichi Ohsita, Hideyuki Shimonishi. buildsys 2025: 376-383 [doi]

Smartphone-based Ultrawide Band Localization with Digital Twin Integration for Smart Directional Fan OperationsIqbal Shah, Ali Ghahramani. buildsys 2025: 55-64 [doi]

Poster Abstract: Causal Analysis of Inter-room Differential Pressure using GC-xLSTMHansol Shin, Joa Hyoung Lee, Yoonmee Doh. buildsys 2025: 302-303 [doi]

Poster Abstract: Data Assimilation for HVAC Simulations in Koopman-Invariant Subspace using Kalman FilterYutaka Shoji, Sohei Arisaka, Eikichi Ono, Kuniaki Mihara. buildsys 2025: 306-307 [doi]

Multi-objective Evolutionary Learning for Near Pareto-Optimal Optimization of Solar DeploymentCooper Sigrist, Archimedes Li, Alice Zhang, Adam Lechowicz, Noman Bashir, Pichsinee Lertsaroj, Ryan Bahlous-Boldi, Mohammad Hajiesmaili. buildsys 2025: 213-223 [doi]

Long-Term Forecasting of Multivariate Urban Data via Decomposition and Spatio-Temporal Graph AnalysisAmirhossein Sohrabbeig, Omid Ardakanian, Petr Musilek. buildsys 2025: 161-170 [doi]

Decision-focused Sensing and Forecasting for Adaptive and Rapid Flood Response: An Implicit Learning ApproachQian Sun, Graham Hults, Susu Xu. buildsys 2025: 117-127 [doi]

Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle DeploymentHeng Tan, Hua Yan, Lucas Yang, Yu Yang 0010. buildsys 2025: 203-212 [doi]

Poster Abstract: Automate Matching of HVAC Devices and Stamps for BMS Configuration SupportNattaon Techasarntikul, Hideyuki Shimonishi, Shinya Ishiba, Junichi Asaka, Kouki Higashioka, Yoshihisa Toshima. buildsys 2025: 336-337 [doi]

OmniFlow: A Framework for Generalizable Surrogates for Real-Time Airflow Simulation and Control in Unseen Indoor EnvironmentsM. Tanjid Hasan Tonmoy, Upal Mahbub, Tauhidur Rahman. buildsys 2025: 224-233 [doi]

Unsupervised Inference of Equipment Relationships in Building Automation Systems Using LSTM-Based Feature ImportanceZiCheng Wang, Jie Ma, Jie Cai, Ming Qu. buildsys 2025: 252-256 [doi]

Poster Abstract: Exploring SatCLIP Location Embeddings to Address Spatial Heterogeneity in Ozone InterpolationHui Wei, Peizhi Hao, Xuan Zhang, Shijia Pan. buildsys 2025: 340-341 [doi]

Learning on the Edge for Sensor Role Allocation in BLE IoT devicesFreya Wentzel, Ganesh Ramanathan, Zoya Pourmirza, Shuo Wang. buildsys 2025: 271-276 [doi]

Prompting Large Language Models for Training-Free Non-Intrusive Load MonitoringJunyu Xue, Xudong Wang, Xiaoling He, Shicheng Liu, Yi Wang 0004, Guoming Tang. buildsys 2025: 34-44 [doi]

MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound ClassificationJihoon Yun, Chengzhang Li, Dhrubojyoti Roy, Anish Arora. buildsys 2025: 76-85 [doi]

Bloom-LLM: Privacy-Preserving Large Language Model for Load ForecastingZakia Zaman, Praveen Gauravaram, Sanjay K. Jha, Wen Hu 0001. buildsys 2025: 128-138 [doi]

Privacy-Preserving Smart Metering through Data Synthesis with Differential PrivacyZakia Zaman, Praveen Gauravaram, Sanjay Jha 0001, Wen Hu 0001. buildsys 2025: 1-11 [doi]

Robust and expert-agnostic digital twin calibration via ensemble learning and Bayesian optimizationSicheng Zhan, Bosen Cui. buildsys 2025: 248-251 [doi]

Poster Abstract: Field evaluation of body thermoregulation-based dynamic bedroom air temperature control to improve sleepWenhao Zhang, Stefano Schiavon, Clayton Miller. buildsys 2025: 294-295 [doi]

HVAC Aggregation for Multi-priority Demand Flexibility: Lessons learn on On-site ExperimentsDafang Zhao, Yang Deng 0004, Toshihiro Suzuki, Ittetsu Taniguchi, Takao Onoye. buildsys 2025: 243-247 [doi]

Poster Abstract: Text-To-EnergyPlus: Translating Natural Language into Building Energy SimulationKaiwen Zhao, Ousmane Dieng, Stephen Lee. buildsys 2025: 326-327 [doi]

A Multi-Temporal LiDAR-Derived Geospatial Dataset for Coastal Hazard AssessmentJiyue Zhao, Zi Wang 0003. buildsys 2025: 418-422 [doi]

A Vision-Language Model Agent for building code complianceZeyang Zheng, Seyed Hamidreza Nabaei, Somayeh Asadi, Brad Campbell, Arsalan Heydarian. buildsys 2025: 287-291 [doi]

PhD Forum Abstract: IoTTrack: Correlation-Driven IoT Network Traffic DisaggregationYe Zhou. buildsys 2025: 363-364 [doi]

2024

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2024, Hangzhou, China, November 7-8, 2024ACM, 2024. [doi]

Scalable application of streaming analytics for chiller plant optimisationVincent W. L. Chiu, Ray W. H. Lam, Safiya W. K. Yu, Charlie C. H. Lo, Gary Y. H. Tiu, Jenny T. Y. Ip, Samson C. K. Fung. buildsys 2024: [doi]

Benchmarking Domestic Energy Consumption using High-Resolution Neighbourhood Energy Data and City Clustering in the UKGrace Colverd, Ronita Bardhan, Jonathan Cullen. buildsys 2024: [doi]

Modeling Social Dynamics in Cyber-Physical-Social Classroom SystemsTyler James Nanoff, Hugo Gonzalez Villasanti. buildsys 2024: [doi]

Semantic Provisioning of IoT Devices for Autonomous Fault Detection ServicesHervé Pruvost, Andreas Wilde. buildsys 2024: [doi]

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