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ORCID11th BuildSys 2025: Golden, CO, USA
- Dong Chen, Wan Du, Susu Xu:
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, 2025. ACM 2025, ISBN 979-8-4007-1945-5
Main Conference (Full Papers)
- Zakia Zaman, Praveen Gauravaram, Sanjay Jha, Wen Hu:
Privacy-Preserving Smart Metering through Data Synthesis with Differential Privacy. 1-11 - Manuel Katholnigg, Christoph Goebel:
The Impact of Load Forecasting Model Choice on the Economic Operation of Industrial Energy Storage. 12-22 - Mazen Bouchur, Nan Li, Andreas Reinhardt:
Can Attention Improve Sequence-to-Point Load Disaggregation? A Comparative Assessment. 23-33 - Junyu Xue, Xudong Wang, Xiaoling He, Shicheng Liu, Yi Wang, Guoming Tang:
Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring. 34-44 - Yechun Ruan, Qianyi Huang:
Sequence-to-Segments-to-Sequence Learning with Neural Networks for Non-Intrusive Load Monitoring. 45-54 - Iqbal Shah, Ali Ghahramani:
Smartphone-based Ultrawide Band Localization with Digital Twin Integration for Smart Directional Fan Operations. 55-64 - Ozan Baris Mulayim, Avia Anwar, Umut Mete Saka, Lazlo Paul, Anand Krishnan Prakash, Gabe Fierro, Marco Pritoni, Mario Bergés:
BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge Graphs. 65-75 - Jihoon Yun, Chengzhang Li, Dhrubojyoti Roy, Anish Arora:
MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification. 76-85 - Heng Quan, Semiha Ergan:
Sim-to-Real Transfer Learning for Large-Scale Short-Term Building Energy Forecasting in Sustainable Cities. 86-95 - Yen-Cheng Chang, Jesse R. Codling, Yiwen Dong, Jiale Zhang, Hae Young Noh, Pei Zhang:
ViLA: Leveraging General-Purpose Audio for Training Vibration-Based Stadium Crowd Monitoring Models. 96-106 - Julia Gschwind, Srinivasan Keshav:
SolExplore: A Successive Refinement Approach for Sizing of PV and Storage Systems in EV-Enabled Homes. 107-116 - Qian Sun, Graham Hults, Susu Xu:
Decision-focused Sensing and Forecasting for Adaptive and Rapid Flood Response: An Implicit Learning Approach. 117-127 - Zakia Zaman, Praveen Gauravaram, Sanjay K. Jha, Wen Hu:
Bloom-LLM: Privacy-Preserving Large Language Model for Load Forecasting. 128-138 - Steven Oufan Hai, Omid Ardakanian:
Decision-Focused Learning for Cost-Efficient and Sustainable Water Treatment Plant Operations. 139-149 - Jinpu Cao, Larry Collin Marshall, Jesse R. Codling, Sudhendu Raj Sharma, Tami M. Brown-Brandl, Martin Fischer, Pei Zhang, Hae Young Noh, Yiwen Dong:
VibraFarrow: Pig Farrowing Time Prediction Using Ambient Floor Vibrations. 150-160 - Amirhossein Sohrabbeig, Omid Ardakanian, Petr Musilek:
Long-Term Forecasting of Multivariate Urban Data via Decomposition and Spatio-Temporal Graph Analysis. 161-170 - Anaïs Berkes, Yoshua Bengio, David Rolnick, Donna Vakalis:
A HOT Dataset: 150, 000 Buildings for HVAC Operations Transfer Research. 171-180 - Bo Yu, Gui Chen, Vivek Vijaya Kumar, Donald Grimm, Fan Bai, Mason Gemar, Cem U. Saraydar:
METIS: Crowdsourced Lane Line Map Construction. 181-191 - Ozan Baris Mulayim, Mario Bergés:
Ibex-RL: Interpretable and Scalable Control via Physics-Informed Reinforcement Learning. 192-202 - Heng Tan, Hua Yan, Lucas Yang, Yu Yang:
Small Fleet, Big Impact: Enhancing Shared Micromobility Efficiency through Minimal Autonomous Vehicle Deployment. 203-212 - Cooper Sigrist, Archimedes Li, Alice Zhang, Adam Lechowicz, Noman Bashir, Pichsinee Lertsaroj, Ryan Bahlous-Boldi, Mohammad Hajiesmaili:
Multi-objective Evolutionary Learning for Near Pareto-Optimal Optimization of Solar Deployment. 213-223 - M. Tanjid Hasan Tonmoy, Upal Mahbub, Tauhidur Rahman:
OmniFlow: A Framework for Generalizable Surrogates for Real-Time Airflow Simulation and Control in Unseen Indoor Environments. 224-233
Main Conference (Note Papers)
- Shaylin Chetty, Hai Le Vu, Hao Wang, Russell Smyth:
An LLM Framework for Inferring Household Energy Consumption Through Behaviour Simulation. 234-237 - Lukasz Baldyga, Thanh V. Pham, Hiroyuki Yamada, Masahiro Ishikawa, Susumu Ishihara:
Automatic image diagram generation for large-sized underground concrete culverts. 238-242 - Dafang Zhao, Yang Deng, Toshihiro Suzuki, Ittetsu Taniguchi, Takao Onoye:
HVAC Aggregation for Multi-priority Demand Flexibility: Lessons learn on On-site Experiments. 243-247 - Sicheng Zhan, Bosen Cui:
Robust and expert-agnostic digital twin calibration via ensemble learning and Bayesian optimization. 248-251 - Zicheng Wang, Jie Ma, Jie Cai, Ming Qu:
Unsupervised Inference of Equipment Relationships in Building Automation Systems Using LSTM-Based Feature Importance. 252-256 - Lazlo Paul, Ozan Baris Mulayim, Umut Mete Saka, Anand Krishnan Prakash, Gabe Fierro, Marco Pritoni:
I Can't Read All That! Improving the Usability of Semantic Models Using Concise, Ontology-Agnostic, Building-Specific Schemas. 257-261 - Jack Thomas Adiletta, Matthew Conner Reynolds, Mohammad Nur Hossain Khan, Shiwei Fang, Bashima Islam:
EfficientMic: Adaptive Acoustic Sensing with a Single Microphone for Smart Infrastructure. 262-265 - Anveshika Kamble, Naman Gupta, Nishanth Pullabhotla, Daniel Mossé, Stephen Lee, Benjamin M. Rottman, Dilip Teja:
WinLeak: A Thermal and RGB Image Dataset for Window Air Leakage Detection in Residential Buildings. 266-270 - Freya Wentzel, Ganesh Ramanathan, Zoya Pourmirza, Shuo Wang:
Learning on the Edge for Sensor Role Allocation in BLE IoT devices. 271-276 - Jiatong Li, Bokai Ji, Guangxia Li, Peilin Zhao, Liu Liu, Zhigang Ren:
Thermal-Delay Aware Deep Reinforcement Learning for HVAC System Control. 277-281 - Kieran Elrod, Katherine A. Flanigan, Mario Bergés:
Street View Sociability: Interpretable Analysis of Urban Social Behavior Across 15 Cities. 282-286 - Zeyang Zheng, Seyed Hamidreza Nabaei, Somayeh Asadi, Brad Campbell, Arsalan Heydarian:
A Vision-Language Model Agent for building code compliance. 287-291
POSTER SESSION: Main Conference (Posters and Demos)
- Emily Barber, Sajith Wijesuriya, Ravi Kishore, Marcus V. A. Bianchi, William Travis Horton, Xiulin Ruan:
Poster Abstract: Radiative Cooling Paints: Application on Warehouses and Integration with Phase Change Materials. 292-293 - Wenhao Zhang, Stefano Schiavon, Clayton Miller:
Poster Abstract: Field evaluation of body thermoregulation-based dynamic bedroom air temperature control to improve sleep. 294-295 - Chujie Lu, Shalika Walker, Christian Struck, Laure Itard, Dirk Saelens:
Poster Abstract: P&ID-to-Graph: LLM-Assisted Digitalization of HVAC Diagrams. 296-297 - Charles Alba:
Poster Abstract: RE-STEP: A GenAI Prospecting Tool to Assess Community-Based Factors in Early-Stage Renewable-Energy Siting. 298-299 - Junya Maruyama, Yudai Honma:
Poster Abstract: Spatiotemporal Location Distribution of Human Movement: A Behaviorally Aware Soft Decoding Approach. 300-301 - Hansol Shin, Joa Hyoung Lee, Yoonmee Doh:
Poster Abstract: Causal Analysis of Inter-room Differential Pressure using GC-xLSTM. 302-303 - Martín Mosteiro-Romero, Nitant Upasani, Laure Itard:
Poster Abstract: Occupant-driven Diagnostic Bayesian Networks: Incorporating Subjective Feedback for Resilient Operation. 304-305 - Yutaka Shoji, Sohei Arisaka, Eikichi Ono, Kuniaki Mihara:
Poster Abstract: Data Assimilation for HVAC Simulations in Koopman-Invariant Subspace using Kalman Filter. 306-307 - Kopal Nihar, Han Li, Jeetika Malik, Tianzhen Hong:
Poster Abstract: Leveraging Large Language Models to Reveal Interpretable Cooling Behaviors from Smart Thermostat Data. 308-309 - Isabelle Gatmaitan, Yiwen Dong, Shabboo Valipoor, Vivian Wen Hui Wong:
Poster Abstract: Dynamic Mobility Barrier Detection Using Wheelchair-mounted Sensors. 310-311 - Rahul Sidramappa Hoskeri, Xiaoyi Lu, Hua Huang:
Poster Abstract: Power Sensing Without Wires: Monitoring Usage via Electromagnetic Fields. 312-313 - Kelly Loh, Iqbal Shah, Ali Ghahramani:
Poster Abstract: Predictive Modeling of Air-Conditioning Performance under Varying Daytime Radiative Cooling Film Coverages in Humid Climates. 314-315 - Kai Chen, Ali Ghahramani:
Poster Abstract: Towards Intelligent HVAC Control: Transformer-Based Adaptive Prediction of Occupant's Preferred Setpoints. 316-317 - Han-Gyeong Chu, Hye-Gi Kim, Deuk-Woo Kim:
Poster Abstract: Application of Causal Discovery to Weather Data and Validation of Causal Structures. 318-319 - Seyed Hamidreza Nabaei, Zeyang Zheng, Brad Campbell, Arsalan Heydarian:
Poster Abstract: Cyber Building System with Smart Plant Sensing. 320-321 - Jinsi Guo, Yiwen Dong:
Poster Abstract: Muscle Injury Detection via Human-induced Floor Vibrations. 322-323 - Avia Anwar, Umut Mete Saka, Sowndarya Krishnan Navaneetha Kannan, Daniel Safronov, Patrick Salter, Karlyle Munz, Gabe Fierro, Paulo Cesar Tabares-Velasco, Qiuhua Huang:
Poster Abstract: Economic Feasibility of IoT-Based Controls in Low-Income Residential Buildings. 324-325 - Kaiwen Zhao, Ousmane Dieng, Stephen Lee:
Poster Abstract: Text-To-EnergyPlus: Translating Natural Language into Building Energy Simulation. 326-327 - Anany Pratap Gupta, Qi Li:
Poster Abstract: Scalable Peer-to-Peer Solar Energy Trading in Virtual Power Plants. 328-329 - Yuki Kida, Junya Maruyama, Hiroyuki Hasada, Koichi Kakuta, Shizuo Nunami, Kohei Mogami, Yudai Honma:
Poster Abstract: How Seasons Shape Park Experience: Quantifying Openness and Colorfulness with Wearable LiDAR. 330-331 - Umut Mete Saka, Lazlo Paul, Fletcher T. Chapin, Scott Struck, Avia Anwar, Gabe Fierro:
Poster Abstract: Acquirium: A Data-Metadata Management Framework for Water Treatment Systems. 332-333 - Jinpu Cao, Larry Collin Marshall, Jesse R. Codling, Sudhendu Raj Sharma, Tami M. Brown-Brandl, Martin Fischer, Pei Zhang, Hae Young Noh, Yiwen Dong:
Poster Abstract: VibraFarrow - Pig Farrowing Time Prediction Using Ambient Floor Vibrations. 334-335 - Nattaon Techasarntikul, Hideyuki Shimonishi, Shinya Ishiba, Junichi Asaka, Kouki Higashioka, Yoshihisa Toshima:
Poster Abstract: Automate Matching of HVAC Devices and Stamps for BMS Configuration Support. 336-337 - James Onyejizu, Robert F. Karlicek:
Poster Abstract: Dynamic Graph Learning for Multizone Indoor CO₂ Prediction. 338-339 - Hui Wei, Peizhi Hao, Xuan Zhang, Shijia Pan:
Poster Abstract: Exploring SatCLIP Location Embeddings to Address Spatial Heterogeneity in Ozone Interpolation. 340-341
Main Conference (PhD Forum)
- Muhammad Ibrahim Khan:
PhD Forum Abstract: Hybrid MCTS for Heat Pump Control. 342-343 - Zixin Jiang:
PhD Forum Abstract: BESTOpt: A Physics-Informed Machine Learning Based Building Simulation, Control and Optimization Platform. 344-346 - Umaru Mohammed Bongwirnso:
PhD Forum Abstract: IoT-Supported Biophilic Design for Human-Centered Net-Zero Buildings. 347-348 - Arash Jalil Khabbazi:
PhD Forum Abstract: Field Demonstration of Advanced Commercial HVAC Control for Scalable Deployment. 349-350 - Rebecca Grekin:
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 Adjustments. 351-352 - Koki Iwabuchi:
PhD Forum Abstract: Integrated Forecasting and Cooling-Based Ramp Rate Control for Energy Systems. 353-354 - Abdulrahman Albaiz:
PhD Forum Abstract: TinyML-Based Edge Anomaly Detection for Energy-Efficient Appliance Monitoring in the Built Environment. 355-356 - Ayumi Mukai:
PhD Forum Abstract: Semantic Shifts in Japanese Architectural Discourse with Operational Implications. 357-358 - Pei Du, Nirupama Bulusu:
PhD Forum Abstract: PathRecall: Memory-Augmented Visual Question Answering for Assistive Indoor Navigation. 359-360 - Sheikh Muhammad Farjad:
PhD Forum Abstract: Towards Secure Edge AI for Structural Health Monitoring. 361-362 - Ye Zhou:
PhD Forum Abstract: IoTTrack: Correlation-Driven IoT Network Traffic Disaggregation. 363-364 - Bivin Pradeep:
PhD Forum Abstract: Towards Comfort-Aware and Energy-Efficient Control of Domestic Heat Pumps. 365-366 - Fateme Nikseresht:
PhD Forum Abstract: Advancing Sensing Capabilities by Repurposing Existing RF Infrastructure. 367-368
The 3rd Int'l Workshop on Cyber-Physical-Social Infrastructure Systems (CPSIS'25)
- Kieran Elrod, Katherine A. Flanigan, Mario Bergés:
Defining Social Capital and Social Infrastructure for Built Environment Design. 369-375 - Shinnosuke Sasaki, Nattaon Techasarntikul, Yuichi Ohsita, Hideyuki Shimonishi:
LLM-Driven Agent-Based Evaluation Framework for Occupant-Centric HVAC Control Considering Individual Differences and Movement Behavior. 376-383
The 1st ACM International Workshop on Foundation Models for Energy-Efficient Buildings, Cities, Transportation, and Sustainability (FMSust'25)
- Jiatong Li, Bokai Ji, Guangxia Li, Peilin Zhao, Liu Liu, Zhigang Ren:
Tackling Non-Stationarity in HVAC Control with TimeGPT-Enhanced Deep Reinforcement Learning. 384-388 - Shaoye Luo, Xinxin Fan, Quanliang Jing, Men Niu, Chi Lin, Yunfeng Lu:
SifterNet: Model-Agnostic Defense against Backdoor Attack in Vision Large Model. 389-393
The Eighth International BuildSys Workshop on DataFM: Data Acquisition & Analysis with Foundational Models (DataFM'25)
- Ragini Gupta, Abbas Ali Mirza, Claudiu Danilov, Josh Eckhardt, Keyshla Bernard, Klara Nahrstedt:
LLM-Powered Data Annotation for Bridging the Semantic Gap in Air Quality Monitoring. 394-399 - Ragini Gupta, Naman Raina, Bo Chen, Li Chen, Claudiu Danilov, Josh Eckhardt, Keyshla Bernard, Klara Nahrstedt:
No One-Model-Fits-All: Uncovering Spatio-Temporal Forecasting Trade-offs with Graph Neural Networks and Foundation Models. 400-406 - Justus Breyer, Kai Gützlaff, Leonardo Pompe, Klaus Wehrle:
Dataset: Device Activity Report with Complete Knowledge (DARCK) for NILM. 407-411 - Fateme Nikseresht, Victor Ariel Leal Sobral, Jonathan L. Goodall, Bradford Campbell:
Dataset: Long-term LoRaWAN Communication Metadata from an Urban Deployment. 412-417 - Jiyue Zhao, Zi Wang:
A Multi-Temporal LiDAR-Derived Geospatial Dataset for Coastal Hazard Assessment. 418-422 - Jack Adiletta, Khan Mohammad Nur Hossain, Matthew Reynolds, Shiwei Fang, Bashima Islam:
Dataset: A Novel Aliasing vs Non Aliasing Audio Dataset for Always-On IoT Microphone Experimentation. 423-426
The Fifth International Workshop on Big Data and Machine Learning for Smart Buildings and Cities (BALANCES'25)
- Julia Gersey, Troy Zhong, Jiale Zhang, Jesse R. Codling, Jackelyn Hwang, Pei Zhang:
Human vs. Machine: Comparing Urban Condition Classification Methods from Vehicular Vision. 427-430 - Xiaoyu Jia, Yiqun Pan, Rongxin Yin:
Semantic Modeling and Rule-Based Evaluation of Building Chiller Plant Operation Using Brick Ontology. 431-434 - James Onyejizu, Robert F. Karlicek:
Airflow-Graph Modeling for Multi‑Zone IAQ Forecasting. 435-439 - Yun-Dam Ko, Rishee Jain:
DARLIN: Domain-guided Augmented Retrieval for LLM-based INterpretable HVAC Control. 440-443 - Sang Woo Ham, Donghun Kim, Michael Rossetti, John Sipple:
Tensorized Interior Radiative Heat Transfer for a Scalable and Calibrated Building Energy Simulator. 444-448
The 4th International ACM SIGEnergy Workshop on AI for Building Energy Benchmarking Systems (AI4 BenchSys'25)
- Ajith N. Nair, Prashant Anand, Ardeshir Mahdavi:
Indoor Environmental Quality in Split Air-Conditioned Classroom: An Experimental Study on Air Quality and Thermal Comfort in a Warm-Humid Climate. 449-455 - Sheikh Muhammad Farjad, Robin Gandhi:
Zeki: A Containerized Pipeline for Deep Learning Deployment for Edge-based Structural Health Monitoring. 456-460 - Nazar Demir, Talia Qaiser, Ada Canaydin, Chun Fu, Matias Quintana, Clayton Miller, Hussain Kazmi:
How realistic are synthetic energy data? Feature-based evaluation of generated smart meter load profiles. 461-464 - Ritwik Agarwal, Vishal Garg, Aviruch Bhatia:
Energy and Indoor Air Quality Tradeoffs of Personal Air Cleaners and Natural Ventilation in Urban Households. 465-470 - Emel V. Kurian, Pavitra Sandilya:
AI-enabled phase equilibrium prediction in cryogenic DAC for sustainable built environments. 471-476 - Jeslu Jacob, Prasad Vaidya:
Phantom Load: An Immersive 3D Energy Detective Game. 477-481 - Jeslu Celine Jacob, Rishee Jain:
From Innovation to Implementation: Exploring Market Opportunities for MZOCC in the Future of HVAC. 482-486
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