Full list of publications in reverse chronological order. (α-β) denotes alphabetical author list.

2024

Optimizing Individualized Incentives from Grid Measurements and Limited Knowledge of Agent Behavior
Adam Lechowicz, Joshua Comden, Andrey Bernstein

CarbonClipper: Optimal Algorithms for Carbon-Aware Spatiotemporal Workload Management
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, 3 more authors

Competitive Algorithms for Online Knapsack with Succinct Predictions
Mohammadreza Daneshvaramoli, Helia Karisani, Adam Lechowicz, Bo Sun, 2 more authors

Chasing Convex Functions with Long-term Constraints
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, 3 more authors
ICML 2024. (workshop version)

Data-driven Algorithm Selection for Carbon-Aware Scheduling
Roozbeh Bostandoost, Walid A. Hanafy, Adam Lechowicz, Noman Bashir, 2 more authors
HotCarbon 2024.

Online Conversion with Switching Costs: Robust and Learning-augmented Algorithms
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, 3 more authors
ACM SIGMETRICS / IFIP Performance 2024.

LACS: Learning-augmented Algorithms for Carbon-aware Resource Scaling with Uncertain Demand
Roozbeh Bostandoost, Adam Lechowicz, Walid A. Hanafy, Noman Bashir, 2 more authors
ACM e-Energy 2024.

Time Fairness in Online Knapsack Problems
Adam Lechowicz, Rik Sengupta, Bo Sun, Shahin Kamali, Mohammad Hajiesmaili
ICLR 2024. (workshop version)

2023

The Online Pause and Resume Problem:
Optimal Algorithms and An Application to Carbon-aware Load Shifting
Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, 3 more authors
ACM SIGMETRICS / IFIP Performance 2024. Also in ACM POMACS, Dec. 2023.

Equitable Network-aware Decarbonization of Residential Heating at City Scale
Adam Lechowicz, Noman Bashir, John Wamburu, Mohammad Hajiesmaili, Prashant Shenoy
ACM e-Energy 2023. (slides)

Local Edge Dynamics and Opinion Polarization
Nikita Bhalla, Adam Lechowicz, Cameron Musco (α-β)
ACM WSDM 2023. (slides, recorded talk)

2022

FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing
Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Prashant Shenoy, Jeremy Gummeson
ACM IMWUT, March 2022.