Publications

full list

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

2024

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

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 (to appear).

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 (to appear).

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 (to appear). 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.