Costas J. Spanos

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 130

Top Venues

Publications

Shangding Gu, Laixi Shi, Yuhao Ding, Alois Knoll, Costas J. Spanos, Adam Wierman, Ming Jin
Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation. CoRR (2024)
Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
Active Reinforcement Learning for Robust Building Control. AAAI (2024)
Yu-Wen Lin, Tsz Ling Elaine Tang, Stefano Schiavon, Costas J. Spanos
Toward Platform-based Building Design. CoRR (2023)
Yu-Wen Lin, Tsz Ling Elaine Tang, Alberto L. Sangiovanni-Vincentelli, Stefano Schiavon, Costas J. Spanos
From Electronic Design Automation to Building Design Automation: Challenges and Opportunities. CoRR (2023)
Doseok Jang, Lucas Spangher, Tarang Srivastava, Larry Yan, Costas J. Spanos
Personalized Federated Hypernetworks for Multi-Task Reinforcement Learning in Microgrid Energy Demand Response. BuildSys@SenSys (2023)
Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
Active Reinforcement Learning for Robust Building Control. CoRR (2023)
Hari Prasanna Das, Yu-Wen Lin, Utkarsha Agwan, Lucas Spangher, Alex Devonport, Yu Yang, Ján Drgona, Adrian Chong, Stefano Schiavon, Costas J. Spanos
Machine Learning for Smart and Energy-Efficient Buildings. CoRR (2022)
Hari Prasanna Das, Costas J. Spanos
Conditional Synthetic Data Generation for Personal Thermal Comfort Models. CoRR (2022)
Yu Yang, Qing-Shan Jia, Zhanbo Xu, Xiaohong Guan, Costas J. Spanos
Proximal ADMM for nonconvex and nonsmooth optimization. Autom. 146 (2022)
Aniruddh Chennapragada, Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos
Time series-based deep learning model for personal thermal comfort prediction. e-Energy (2022)
Hari Prasanna Das, Costas J. Spanos
Improved dequantization and normalization methods for tabular data pre-processing in smart buildings. BuildSys@SenSys (2022)
Utkarsha Agwan, Costas J. Spanos, Kameshwar Poolla
Asset Participation and Aggregation in Incentive-Based Demand Response Programs. CoRR (2022)
Yu Yang, Guoqiang Hu, Costas J. Spanos
Stochastic Optimal Control of HVAC System for Energy-Efficient Buildings. IEEE Trans. Control. Syst. Technol. 30 (1) (2022)
Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. AAAI (2022)
Sam Gunn, Doseok Jang, Orr Paradise, Lucas Spangher, Costas J. Spanos
Adversarial poisoning attacks on reinforcement learning-driven energy pricing. BuildSys@SenSys (2022)
Yu Yang, Xiaohong Guan, Qing-Shan Jia, Liang Yu, Bolun Xu, Costas J. Spanos
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features. CoRR (2022)
Yu Yang, Qing-Shan Jia, Zhanbo Xu, Xiaohong Guan, Costas J. Spanos
Proximal ADMM for Nonconvex and Nonsmooth Optimization. CoRR (2022)
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Yashaswini Murthy, Tanya Veeravalli, Costas J. Spanos, Roy Dong
smartSDH: An Experimental Study of Mechanism-Based Building Control. IEEE Syst. J. 16 (4) (2022)
Doseok Jang, Larry Yan, Lucas Spangher, Costas J. Spanos
Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning. CoRR (2022)
Yu Yang, Yue Chen, Guoqiang Hu, Costas J. Spanos
Optimal Network Charge for Peer-to-Peer Energy Trading: A Grid Perspective. CoRR (2022)
Hari Prasanna Das, Costas J. Spanos
Synthetic personal thermal comfort data generation: poster abstract. BuildSys@SenSys (2022)
Utkarsha Agwan, Costas J. Spanos, Kameshwar Poolla
Optimizing participation of buildings and aggregations in incentive-based demand response programs: poster abstract. BuildSys@SenSys (2022)
Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos
Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. e-Energy (2021)
Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos
Offline-online reinforcement learning for generalizing demand response price-setting to energy systems. BuildSys@SenSys (2021)
Yu Yang, Seshadhri Srinivasan, Guoqiang Hu, Costas J. Spanos
Distributed Control of Multizone HVAC Systems Considering Indoor Air Quality. IEEE Trans. Control. Syst. Technol. 29 (6) (2021)
Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Selvaprabuh Nadarajah, Costas J. Spanos
Offline-Online Reinforcement Learning for Energy Pricing in Office Demand Response: Lowering Energy and Data Costs. CoRR (2021)
Doseok Jang, Lucas Spangher, Manan Khattar, Utkarsha Agwan, Costas J. Spanos
Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response. CoRR (2021)
Hari Prasanna Das, Stefano Schiavon, Costas J. Spanos
Unsupervised personal thermal comfort prediction via adversarial domain adaptation. BuildSys@SenSys (2021)
Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoff Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. CoRR (2021)
Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos
CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training. CoRR (2021)
Yu Yang, Guoqiang Hu, Costas J. Spanos
Optimal Sharing and Fair Cost Allocation of Community Energy Storage. IEEE Trans. Smart Grid 12 (5) (2021)
William Arnold, Tarang Srivastava, Lucas Spangher, Utkarsha Agwan, Costas J. Spanos
Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control. CoRR (2021)
Utkarsha Agwan, Costas J. Spanos, Kameshwar Poolla
Asset Participation and Aggregation in Incentive-Based Demand Response Programs. SmartGridComm (2021)
Utkarsha Agwan, Kameshwar Poolla, Costas J. Spanos
Optimal Composition of Prosumer Aggregations. ISGT-Europe (2021)
Utkarsha Agwan, Lucas Spangher, William Arnold, Tarang Srivastava, Kameshwar Poolla, Costas J. Spanos
Pricing in Prosumer Aggregations using Reinforcement Learning. e-Energy (2021)
Yu-Wen Lin, Tsz Ling Elaine Tang, Costas J. Spanos
Hybrid Approach for Digital Twins in the Built Environment. e-Energy (2021)
William Arnold, Tarang Srivastava, Lucas Spangher, Utkarsha Agwan, Costas J. Spanos
Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control. e-Energy (2021)
Doseok Jang, Lucas Spangher, Tarang Srivastava, Manan Khattar, Utkarsha Agwan, Selvaprabu Nadarajah, Costas J. Spanos
Offline-online reinforcement learning for energy pricing in office demand response: lowering energy and data costs. BuildSys@SenSys (2021)
Yu Yang, Guoqiang Hu, Costas J. Spanos
HVAC Energy Cost Optimization for a Multizone Building via a Decentralized Approach. IEEE Trans Autom. Sci. Eng. 17 (4) (2020)
Yu Yang, Seshadhri Srinivasan, Guoqiang Hu, Costas J. Spanos
Distributed Control of Multi-zone HVAC Systems Considering Indoor Air Quality. CoRR (2020)
Divya Periyakoil, Hari Prasanna Das, Costas J. Spanos
Understanding Distributions of Environmental Parameters for Thermal Comfort Study in Singapore. e-Energy (2020)
Miao He, Weixi Gu, Ying Kong, Lin Zhang, Costas J. Spanos, Khalid M. Mosalam
CausalBG: Causal Recurrent Neural Network for the Blood Glucose Inference With IoT Platform. IEEE Internet Things J. 7 (1) (2020)
Rohit Chandra, K. R. Krishnanand, Hoan Thong, Edwin Goh, Sanjib Kumar Panda, Costas J. Spanos
Demonstration of Transactive Control of Commercial Buildings as Energy Nodes. IECON (2020)
Yu Yang, Guoqiang Hu, Costas J. Spanos
Optimal Sharing and and Fair Cost Allocation of Community Energy Storage. CoRR (2020)
Rohit Chandra, Naga Brahmendra Yadav Gorla, Aravinth Subramaniam, Hasmat Malik, Sanjib Kumar Panda, Kameshwar Poolla, Costas J. Spanos
A Survey of Failure Mechanisms and Statistics for Critical Electrical Equipment in Buildings. IECON (2020)
Yu Yang, Guoqiang Hu, Costas J. Spanos
A Proximal Linearization-based Decentralized Method for Nonconvex Problems with Nonlinear Constraints. CoRR (2020)
Yu Yang, Utkarsha Agwan, Guoqiang Hu, Costas J. Spanos
Selling Renewable Utilization Service to Consumers via Cloud Energy Storage. CoRR (2020)
Linh V. Nguyen, Guoqiang Hu, Costas J. Spanos
Efficient Sensor Deployments for Spatio-Temporal Environmental Monitoring. IEEE Trans. Syst. Man Cybern. Syst. 50 (12) (2020)
Lucas Spangher, Akash Gokul, Manan Khattar, Joseph Palakapilly, Akaash Tawade, Adam Bouyamourn, Alex Devonport, Costas J. Spanos
Prospective Experiment for Reinforcement Learning on Demand Response in a Social Game Framework. e-Energy (2020)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC Systems. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Han Zou, Chunlin Chen, Maoxun Li, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
Adversarial Learning-Enabled Automatic WiFi Indoor Radio Map Construction and Adaptation With Mobile Robot. IEEE Internet Things J. 7 (8) (2020)
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Tanya Veeravalli, Costas J. Spanos, Roy Dong
smartSDH: A Mechanism Design Approach to Building Control. CoRR (2020)
Yu Yang, Guoqiang Hu, Costas J. Spanos
Stochastic Optimal Control of HVAC system for Energy-efficient Buildings. CoRR (2019)
Han Zou, Yuxun Zhou, Jianfei Yang, Huihan Liu, Hari Prasanna Das, Costas J. Spanos
Consensus Adversarial Domain Adaptation. AAAI (2019)
Han Zou, Jianfei Yang, Hari Prasanna Das, Huihan Liu, Yuxun Zhou, Costas J. Spanos
WiFi and Vision Multimodal Learning for Accurate and Robust Device-Free Human Activity Recognition. CVPR Workshops (2019)
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
A Novel Graphical Lasso Based Approach Towards Segmentation Analysis in Energy Game-Theoretic Frameworks. ICMLA (2019)
Han Zou, Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
Multiple Kernel Semi-Representation Learning With Its Application to Device-Free Human Activity Recognition. IEEE Internet Things J. 6 (5) (2019)
Ioannis C. Konstantakopoulos, Hari Prasanna Das, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Aummul Baneen Manasawala, Yu-Wen Lin, Costas J. Spanos
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure. CoRR (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos
Towards Efficient Data Valuation Based on the Shapley Value. AISTATS (2019)
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks. CoRR (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos
Towards Efficient Data Valuation Based on the Shapley Value. CoRR (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. Proc. VLDB Endow. 12 (11) (2019)
Yu Yang, Guoqiang Hu, Costas J. Spanos
HVAC Energy Cost Optimization for a Multi-zone Building via a Decentralized Approach. CoRR (2019)
Yuxun Zhou, Reza Arghandeh, Han Zou, Costas J. Spanos
Nonparametric Event Detection in Multiple Time Series for Power Distribution Networks. IEEE Trans. Ind. Electron. 66 (2) (2019)
Han Zou, Yuxun Zhou, Jianfei Yang, Costas J. Spanos
Unsupervised WiFi-Enabled IoT Device-User Association for Personalized Location-Based Service. IEEE Internet Things J. 6 (1) (2019)
Hari Prasanna Das, Pieter Abbeel, Costas J. Spanos
Dimensionality Reduction Flows. CoRR (2019)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. CoRR (2019)
Han Zou, Jianfei Yang, Yuxun Zhou, Costas J. Spanos
Joint Adversarial Domain Adaptation for Resilient WiFi-Enabled Device-Free Gesture Recognition. ICMLA (2018)
Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Design Automation for Smart Building Systems. Proc. IEEE 106 (9) (2018)
Diego Muñoz-Carpintero, Guoqiang Hu, Costas J. Spanos
Stochastic Model Predictive Control with adaptive constraint tightening for non-conservative chance constraints satisfaction. Autom. 96 (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
WiFi-Based Human Identification via Convex Tensor Shapelet Learning. AAAI (2018)
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
A Robust Utility Learning Framework via Inverse Optimization. IEEE Trans. Control. Syst. Technol. 26 (3) (2018)
Yipeng Pang, Guoqiang Hu, Costas J. Spanos
Distributed Model Predictive Control of a HVAC System via a Projected Subgradient Method. ICCA (2018)
Kevin Weekly, Ming Jin, Han Zou, Christopher Hsu, Chris Soyza, Alexandre M. Bayen, Costas J. Spanos
Building-in-Briefcase: A Rapidly-Deployable Environmental Sensor Suite for the Smart Building. Sensors 18 (5) (2018)
Fisayo Caleb Sangogboye, Ruoxi Jia, Tianzhen Hong, Costas J. Spanos, Mikkel Baun Kjærgaard
A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems. ACM Trans. Sens. Networks 14 (3-4) (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network. ICC (2018)
Ruoxi Jia, Ioannis C. Konstantakopoulos, Bo Li, Costas J. Spanos
Poisoning Attacks on Data-Driven Utility Learning in Games. ACC (2018)
Yuxun Zhou, Reza Arghandeh, Costas J. Spanos
Partial Knowledge Data-Driven Event Detection for Power Distribution Networks. IEEE Trans. Smart Grid 9 (5) (2018)
Han Zou, Jianfei Yang, Yuxun Zhou, Lihua Xie, Costas J. Spanos
Robust WiFi-Enabled Device-Free Gesture Recognition via Unsupervised Adversarial Domain Adaptation. ICCCN (2018)
Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University. CoRR (2018)
Ming Jin, Nikolaos Bekiaris-Liberis, Kevin Weekly, Costas J. Spanos, Alexandre M. Bayen
Occupancy Detection via Environmental Sensing. IEEE Trans Autom. Sci. Eng. 15 (2) (2018)
Kai Ma, Guoqiang Hu, Costas J. Spanos
Energy Management Considering Load Operations and Forecast Errors With Application to HVAC Systems. IEEE Trans. Smart Grid 9 (2) (2018)
Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis. AAAI (2018)
Hari Prasanna Das, Ioannis C. Konstantakopoulos, Aummul Baneen Manasawala, Tanya Veeravalli, Huihan Liu, Costas J. Spanos
Segmentation Analysis in Human Centric Cyber-Physical Systems using Graphical Lasso. CoRR (2018)
Jingkang Wang, Ruoxi Jia, Gerald Friedland, Bo Li, Costas J. Spanos
One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy. CoRR (2018)
Han Zou, Yuxun Zhou, Jianfei Yang, Hao Jiang, Lihua Xie, Costas J. Spanos
WiFi-enabled Device-free Gesture Recognition for Smart Home Automation. ICCA (2018)
Ruoxi Jia, Fisayo Caleb Sangogboye, Tianzhen Hong, Costas J. Spanos, Mikkel Baun Kjærgaard
Privacy-preserving building-related data publication using PAD. BuildSys@SenSys (2017)
Ruoxi Jia, Roy Dong, Shankar Sastry, Costas J. Spanos
Optimal sensor-controller codesign for privacy in dynamical systems. CDC (2017)
Han Zou, Yuxun Zhou, Hao Jiang, Baoqi Huang, Lihua Xie, Costas J. Spanos
Adaptive Localization in Dynamic Indoor Environments by Transfer Kernel Learning. WCNC (2017)
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, Costas J. Spanos
Leveraging correlations in utility learning. ACC (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
FreeCount: Device-Free Crowd Counting with Commodity WiFi. GLOBECOM (2017)
Ming Jin, Shichao Liu, Yulun Tian, Mingjian Lu, Stefano Schiavon, Costas J. Spanos
Indoor environmental quality monitoring by autonomous mobile sensing. BuildSys@SenSys (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. ICMLA (2017)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis. IEEE Trans. Ind. Informatics 13 (3) (2017)
Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang
BikeMate: Bike Riding Behavior Monitoring with Smartphones. MobiQuitous (2017)
Yuxun Zhou, Zhaoyi Kang, Costas J. Spanos
Parametric Dual Maximization for Non-Convex Learning Problems. AAAI (2017)
Han Zou, Ming Jin, Hao Jiang, Lihua Xie, Costas J. Spanos
WinIPS: WiFi-Based Non-Intrusive Indoor Positioning System With Online Radio Map Construction and Adaptation. IEEE Trans. Wirel. Commun. 16 (12) (2017)
Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos
FreeDetector: Device-Free Occupancy Detection with Commodity WiFi. SECON Workshops (2017)
Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Ming Jin, S. Shankar Sastry, Costas J. Spanos
A Robust Utility Learning Framework via Inverse Optimization. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Costas J. Spanos