full list
publications in reverse chronological order. (α-β) denotes alphabetical author list.
Competitive Algorithms for Online Knapsack with Succinct Predictions
Mohammadreza Daneshvaramoli, Helia Karisani, Adam Lechowicz, Bo Sun,
Chasing Convex Functions with Long-term Constraints
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir,
ICML 2024. (workshop version)
Data-driven Algorithm Selection for Carbon-Aware Scheduling
Roozbeh Bostandoost, Walid A. Hanafy, Adam Lechowicz, Noman Bashir,
HotCarbon 2024.
Online Conversion with Switching Costs: Robust and Learning-augmented Algorithms
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir,
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,
ACM e-Energy 2024.
Time Fairness in Online Knapsack Problems
Adam Lechowicz, Rik Sengupta, Bo Sun, Shahin Kamali, Mohammad Hajiesmaili
ICLR 2024. (workshop version)
The Online Pause and Resume Problem:
Optimal Algorithms and An Application to Carbon-aware Load Shifting
Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir,
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)
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing
Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Prashant Shenoy, Jeremy Gummeson
ACM IMWUT, March 2022.