Stephen Lee

Employment

• University of Pittsburgh
  2019 - Present

Education

• University of Massachusetts Amherst Ph.D.

Projects & Funding

Projects & funding information is unavailable.

Publications (53)

• PCAP-Backdoor: Backdoor Generator in Network Traffic for Intrusion Detection Systems
  ACM Transactions on Cyber-Physical Systems 2026 DOI: 10.1145/3805033
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• CarbonSim: A Lifecycle-Aware Framework for Evaluating Carbon Tradeoffs in Hardware Upgrade Decisions
  2026 DOI: 10.1145/3797248.3815400
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• Extracting Product Carbon Footprint in PDF Documents using Question Answering Framework
  2026 DOI: 10.1145/3744255.3798128
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• Knowledge-Guided Self-Reflection LLM Agents for HVAC Simulation in EnergyPlus
  2026 DOI: 10.1145/3744256.3812593
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• Poster Abstract: Text-To-EnergyPlus: Translating Natural Language into Building Energy Simulation
  2025 DOI: 10.1145/3736425.3772120
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• WinLeak: A Thermal and RGB Image Dataset for Window Air Leakage Detection in Residential Buildings
  Anveshika Kamble, Naman Gupta, Nishanth Pullabhotla

  +4 more

  • Daniel Mossé
  • Stephen Lee
  • Benjamin Margolin Rottman
  • D Vishnu Teja
  2025 DOI: 10.1145/3736425.3770112
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• sat2Map: Reconstructing 3D Building Roof from 2D Satellite Images
  ACM Transactions on Cyber-Physical Systems 2024 DOI: 10.1145/3648006
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• Analyzing the Energy Usage of a Community and the Benefits of Energy Storage
  ACM Journal on Computing and Sustainable Societies 2024 DOI: 10.1145/3637209
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• Solar-powered Parking Analytics System Using Deep Reinforcement Learning
  ACM Transactions on Sensor Networks 2023 DOI: 10.1145/3584949
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• REACT: Streaming Video Analytics On The Edge With Asynchronous Cloud Support
  Anurag Ghosh, Srinivasan Iyengar, Stephen Lee +2 more
  2023 DOI: 10.1145/3576842.3582385
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• sat2pc: Generating Building Roof's Point Cloud from a Single 2D Satellite Images
  2023 DOI: 10.1145/3576841.3585924
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• AutoShare: Virtual community solar and storage for energy sharing
  Energy Informatics 2021 DOI: 10.1186/s42162-021-00144-w
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• Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2021 DOI: 10.1145/3448081
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• WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale
  ACM/IMS Transactions on Data Science 2021 DOI: 10.1145/3406961
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• AutoShare: Virtual community solar and storage for energy sharing
  Energy Informatics 2021
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• Energy-efficient parking analytics system using deep reinforcement learning
  Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation 2021
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• Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2021
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• Towards Privacy-preserving Framework for Non-Intrusive Load Monitoring
  Proceedings of the Twelfth ACM International Conference on Future Energy Systems 2021
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• WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale
  ACM Transactions on Data Science 2021
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• FastFabric: Scaling hyperledger fabric to 20,000 transactions per second
  International Journal of Network Management 2020 DOI: 10.1002/nem.2099
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