Table of Contents

• Privacy-Preserving Smart Metering through Data Synthesis with Differential PrivacyZakia Zaman, Praveen Gauravaram, Sanjay Jha 0001, Wen Hu 0001. 1-11 [doi]
• The Impact of Load Forecasting Model Choice on the Economic Operation of Industrial Energy StorageManuel Katholnigg, Christoph Goebel. 12-22 [doi]
• Can Attention Improve Sequence-to-Point Load Disaggregation? A Comparative AssessmentMazen Bouchur, Nan Li, Andreas Reinhardt 0001. 23-33 [doi]
• Prompting Large Language Models for Training-Free Non-Intrusive Load MonitoringJunyu Xue, Xudong Wang, Xiaoling He, Shicheng Liu, Yi Wang 0004, Guoming Tang. 34-44 [doi]
• Sequence-to-Segments-to-Sequence Learning with Neural Networks for Non-Intrusive Load MonitoringYechun Ruan, Qianyi Huang. 45-54 [doi]
• Smartphone-based Ultrawide Band Localization with Digital Twin Integration for Smart Directional Fan OperationsIqbal Shah, Ali Ghahramani. 55-64 [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. 65-75 [doi]
• MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound ClassificationJihoon Yun, Chengzhang Li, Dhrubojyoti Roy, Anish Arora. 76-85 [doi]
• Sim-to-Real Transfer Learning for Large-Scale Short-Term Building Energy Forecasting in Sustainable CitiesHeng Quan, Semiha Ergan. 86-95 [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. 96-106 [doi]
• SolExplore: A Successive Refinement Approach for Sizing of PV and Storage Systems in EV-Enabled HomesJulia Gschwind, Srinivasan Keshav. 107-116 [doi]
• Decision-focused Sensing and Forecasting for Adaptive and Rapid Flood Response: An Implicit Learning ApproachQian Sun, Graham Hults, Susu Xu. 117-127 [doi]
• Bloom-LLM: Privacy-Preserving Large Language Model for Load ForecastingZakia Zaman, Praveen Gauravaram, Sanjay K. Jha, Wen Hu 0001. 128-138 [doi]
• Decision-Focused Learning for Cost-Efficient and Sustainable Water Treatment Plant OperationsSteven Oufan Hai, Omid Ardakanian. 139-149 [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. 150-160 [doi]
• Long-Term Forecasting of Multivariate Urban Data via Decomposition and Spatio-Temporal Graph AnalysisAmirhossein Sohrabbeig, Omid Ardakanian, Petr Musilek. 161-170 [doi]
• A HOT Dataset: 150, 000 Buildings for HVAC Operations Transfer ResearchAnaïs Berkes, Yoshua Bengio, David Rolnick, Donna Vakalis. 171-180 [doi]
• METIS: Crowdsourced Lane Line Map ConstructionBo Yu 0007, Gui Chen, Vivek Vijaya Kumar, Donald Grimm, Fan Bai 0002, Mason Gemar, Cem U. Saraydar. 181-191 [doi]
• Ibex-RL: Interpretable and Scalable Control via Physics-Informed Reinforcement LearningOzan Baris Mulayim, Mario Bergés. 192-202 [doi]
• Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle DeploymentHeng Tan, Hua Yan, Lucas Yang, Yu Yang 0010. 203-212 [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. 213-223 [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. 224-233 [doi]
• An LLM Framework for Inferring Household Energy Consumption Through Behaviour SimulationShaylin Chetty, Hai Le Vu, Hao Wang 0016, Russell Smyth. 234-237 [doi]
• Automatic image diagram generation for large-sized underground concrete culvertsLukasz Baldyga, Thanh V. Pham, Hiroyuki Yamada, Masahiro Ishikawa, Susumu Ishihara. 238-242 [doi]
• HVAC Aggregation for Multi-priority Demand Flexibility: Lessons learn on On-site ExperimentsDafang Zhao, Yang Deng 0004, Toshihiro Suzuki, Ittetsu Taniguchi, Takao Onoye. 243-247 [doi]
• Robust and expert-agnostic digital twin calibration via ensemble learning and Bayesian optimizationSicheng Zhan, Bosen Cui. 248-251 [doi]
• Unsupervised Inference of Equipment Relationships in Building Automation Systems Using LSTM-Based Feature ImportanceZiCheng Wang, Jie Ma, Jie Cai, Ming Qu. 252-256 [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. 257-261 [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. 262-265 [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. 266-270 [doi]
• Learning on the Edge for Sensor Role Allocation in BLE IoT devicesFreya Wentzel, Ganesh Ramanathan, Zoya Pourmirza, Shuo Wang. 271-276 [doi]
• Thermal-Delay Aware Deep Reinforcement Learning for HVAC System ControlJiatong Li, Bokai Ji, Guangxia Li, Peilin Zhao, Liu Liu 0014, Zhigang Ren. 277-281 [doi]
• Street View Sociability: Interpretable Analysis of Urban Social Behavior Across 15 CitiesKieran Elrod, Katherine A. Flanigan, Mario Bergés. 282-286 [doi]
• A Vision-Language Model Agent for building code complianceZeyang Zheng, Seyed Hamidreza Nabaei, Somayeh Asadi, Brad Campbell, Arsalan Heydarian. 287-291 [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. 292-293 [doi]
• Poster Abstract: Field evaluation of body thermoregulation-based dynamic bedroom air temperature control to improve sleepWenhao Zhang, Stefano Schiavon, Clayton Miller. 294-295 [doi]
• Poster Abstract: P&ID-to-Graph: LLM-Assisted Digitalization of HVAC DiagramsChujie Lu, Shalika Walker, Christian Struck, Laure Itard, Dirk Saelens. 296-297 [doi]
• Poster Abstract: RE-STEP: A GenAI Prospecting Tool to Assess Community-Based Factors in Early-Stage Renewable-Energy SitingCharles Alba. 298-299 [doi]
• Poster Abstract: Spatiotemporal Location Distribution of Human Movement: A Behaviorally Aware Soft Decoding ApproachJunya Maruyama, Yudai Honma. 300-301 [doi]
• Poster Abstract: Causal Analysis of Inter-room Differential Pressure using GC-xLSTMHansol Shin, Joa Hyoung Lee, Yoonmee Doh. 302-303 [doi]
• Poster Abstract: Occupant-driven Diagnostic Bayesian Networks: Incorporating Subjective Feedback for Resilient OperationMartín Mosteiro-Romero, Nitant Upasani, Laure Itard. 304-305 [doi]
• Poster Abstract: Data Assimilation for HVAC Simulations in Koopman-Invariant Subspace using Kalman FilterYutaka Shoji, Sohei Arisaka, Eikichi Ono, Kuniaki Mihara. 306-307 [doi]
• Poster Abstract: Leveraging Large Language Models to Reveal Interpretable Cooling Behaviors from Smart Thermostat DataKopal Nihar, Han Li, Jeetika Malik, Tianzhen Hong. 308-309 [doi]
• Poster Abstract: Dynamic Mobility Barrier Detection Using Wheelchair-mounted SensorsIsabelle Gatmaitan, Yiwen Dong 0001, Shabboo Valipoor, Vivian Wen Hui Wong. 310-311 [doi]
• Poster Abstract: Power Sensing Without Wires: Monitoring Usage via Electromagnetic FieldsRahul Sidramappa Hoskeri, Xiaoyi Lu 0001, Hua Huang 0003. 312-313 [doi]
• Poster Abstract: Predictive Modeling of Air-Conditioning Performance under Varying Daytime Radiative Cooling Film Coverages in Humid ClimatesKelly Loh, Iqbal Shah, Ali Ghahramani. 314-315 [doi]
• Poster Abstract: Towards Intelligent HVAC Control: Transformer-Based Adaptive Prediction of Occupant's Preferred SetpointsKai Chen, Ali Ghahramani. 316-317 [doi]
• Poster Abstract: Application of Causal Discovery to Weather Data and Validation of Causal StructuresHan-Gyeong Chu, Hye-Gi Kim, Deuk-Woo Kim. 318-319 [doi]
• Poster Abstract: Cyber Building System with Smart Plant SensingSeyed Hamidreza Nabaei, Zeyang Zheng, Brad Campbell, Arsalan Heydarian. 320-321 [doi]
• Poster Abstract: Muscle Injury Detection via Human-induced Floor VibrationsJinsi Guo, Yiwen Dong 0001. 322-323 [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. 324-325 [doi]
• Poster Abstract: Text-To-EnergyPlus: Translating Natural Language into Building Energy SimulationKaiwen Zhao, Ousmane Dieng, Stephen Lee. 326-327 [doi]
• Poster Abstract: Scalable Peer-to-Peer Solar Energy Trading in Virtual Power PlantsAnany Pratap Gupta, Qi Li. 328-329 [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. 330-331 [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. 332-333 [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. 334-335 [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. 336-337 [doi]
• Poster Abstract: Dynamic Graph Learning for Multizone Indoor CO₂ PredictionJames Onyejizu, Robert F. Karlicek. 338-339 [doi]
• Poster Abstract: Exploring SatCLIP Location Embeddings to Address Spatial Heterogeneity in Ozone InterpolationHui Wei, Peizhi Hao, Xuan Zhang, Shijia Pan. 340-341 [doi]
• PhD Forum Abstract: Hybrid MCTS for Heat Pump ControlMuhammad Ibrahim Khan. 342-343 [doi]
• PhD Forum Abstract: BESTOpt: A Physics-Informed Machine Learning Based Building Simulation, Control and Optimization PlatformZixin Jiang. 344-346 [doi]
• PhD Forum Abstract: IoT-Supported Biophilic Design for Human-Centered Net-Zero BuildingsUmaru Mohammed Bongwirnso. 347-348 [doi]
• PhD Forum Abstract: Field Demonstration of Advanced Commercial HVAC Control for Scalable DeploymentArash Jalil Khabbazi. 349-350 [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. 351-352 [doi]
• PhD Forum Abstract: Integrated Forecasting and Cooling-Based Ramp Rate Control for Energy SystemsKoki Iwabuchi. 353-354 [doi]
• PhD Forum Abstract: TinyML-Based Edge Anomaly Detection for Energy-Efficient Appliance Monitoring in the Built EnvironmentAbdulrahman Albaiz. 355-356 [doi]
• PhD Forum Abstract: Semantic Shifts in Japanese Architectural Discourse with Operational ImplicationsAyumi Mukai. 357-358 [doi]
• PhD Forum Abstract: PathRecall: Memory-Augmented Visual Question Answering for Assistive Indoor NavigationPei Du, Nirupama Bulusu. 359-360 [doi]
• PhD Forum Abstract: Towards Secure Edge AI for Structural Health MonitoringSheikh Muhammad Farjad. 361-362 [doi]
• PhD Forum Abstract: IoTTrack: Correlation-Driven IoT Network Traffic DisaggregationYe Zhou. 363-364 [doi]
• PhD Forum Abstract: Towards Comfort-Aware and Energy-Efficient Control of Domestic Heat PumpsBivin Pradeep. 365-366 [doi]
• PhD Forum Abstract: Advancing Sensing Capabilities by Repurposing Existing RF InfrastructureFateme Nikseresht. 367-368 [doi]
• Defining Social Capital and Social Infrastructure for Built Environment DesignKieran Elrod, Katherine A. Flanigan, Mario Bergés. 369-375 [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. 376-383 [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. 384-388 [doi]
• SifterNet: Model-Agnostic Defense against Backdoor Attack in Vision Large ModelShaoye Luo, Xinxin Fan, Quanliang Jing, Men Niu, Chi Lin 0001, Yunfeng Lu. 389-393 [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. 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. 400-406 [doi]
• Dataset: Device Activity Report with Complete Knowledge (DARCK) for NILMJustus Breyer, Kai Gützlaff, Leonardo Pompe, Klaus Wehrle. 407-411 [doi]
• Dataset: Long-term LoRaWAN Communication Metadata from an Urban DeploymentFateme Nikseresht, Victor Ariel Leal Sobral, Jonathan L. Goodall, Bradford Campbell. 412-417 [doi]
• A Multi-Temporal LiDAR-Derived Geospatial Dataset for Coastal Hazard AssessmentJiyue Zhao, Zi Wang 0003. 418-422 [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. 423-426 [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. 427-430 [doi]
• Semantic Modeling and Rule-Based Evaluation of Building Chiller Plant Operation Using Brick OntologyXiaoyu Jia, Yiqun Pan, Rongxin Yin. 431-434 [doi]
• Airflow-Graph Modeling for Multi‑Zone IAQ ForecastingJames Onyejizu, Robert F. Karlicek. 435-439 [doi]
• DARLIN: Domain-guided Augmented Retrieval for LLM-based INterpretable HVAC ControlYun-Dam Ko, Rishee Jain. 440-443 [doi]
• Tensorized Interior Radiative Heat Transfer for a Scalable and Calibrated Building Energy SimulatorSang Woo Ham, Donghun Kim, Michael Rossetti, John Sipple. 444-448 [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. 449-455 [doi]
• Zeki: A Containerized Pipeline for Deep Learning Deployment for Edge-based Structural Health MonitoringSheikh Muhammad Farjad, Robin Gandhi. 456-460 [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. 461-464 [doi]
• Energy and Indoor Air Quality Tradeoffs of Personal Air Cleaners and Natural Ventilation in Urban HouseholdsRitwik Agarwal, Vishal Garg, Aviruch Bhatia. 465-470 [doi]
• AI-enabled phase equilibrium prediction in cryogenic DAC for sustainable built environmentsEmel V. Kurian, Pavitra Sandilya. 471-476 [doi]
• Phantom Load: An Immersive 3D Energy Detective GameJeslu Jacob, Prasad Vaidya. 477-481 [doi]
• From Innovation to Implementation: Exploring Market Opportunities for MZOCC in the Future of HVACJeslu Celine Jacob, Rishee Jain. 482-486 [doi]