We stand with Ukraine  

Pengfei Li

Orcid: 0000-0003-3257-9929

Affiliations:
  • Rochester Institute of Technology, Golisano College of Computing and Information Sciences, Rochester, NY, USA
  • University of California Riverside, Department of Computer Science, Riverside, CA, USA (Ph.D.)


According to our database1, Pengfei Li authored at least 21 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Making AI Less 'Thirsty'.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Mohammad A. Islam
,
Shaolei Ren
Commun. ACM, July, 2025

Learning-Augmented Decentralized Online Convex Optimization in Networks.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Adam Wierman
,
Shaolei Ren
Proceedings of the Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2025

Learning for Sustainable Online Scheduling with Competitive Fairness Guarantees.
[BibTeX]
[DOI]
Pengfei Li
,
Nicolas Christianson
,
Jianyi Yang
,
Adam Wierman
,
Shaolei Ren
Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

Learning-Augmented Online Control for Decarbonizing Water Infrastructures.
[BibTeX]
[DOI]
Jianyi Yang
,
Pengfei Li
,
Tongxin Li
,
Adam Wierman
,
Shaolei Ren
Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2024
The Unpaid Toll: Quantifying the Public Health Impact of AI.
[BibTeX]
[DOI]
Yuelin Han
,
Zhifeng Wu
,
Pengfei Li
,
Adam Wierman
,
Shaolei Ren
CoRR, 2024

A Water Efficiency Dataset for African Data Centers.
[BibTeX]
[DOI]
Noah Shumba
,
Opelo Tshekiso
,
Pengfei Li
,
Giulia Fanti
,
Shaolei Ren
CoRR, 2024

Towards Socially and Environmentally Responsible AI.
[BibTeX]
[DOI]
Pengfei Li
,
Yejia Liu
,
Jianyi Yang
,
Shaolei Ren
CoRR, 2024

Online Allocation with Replenishable Budgets: Worst Case and Beyond.
[BibTeX]
[DOI]
Jianyi Yang
,
Pengfei Li
,
Mohammad Jaminur Islam
,
Shaolei Ren
Proceedings of the Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2024

Online Budgeted Matching with General Bids.
[BibTeX]
[DOI]
Jianyi Yang
,
Pengfei Li
,
Adam Wierman
,
Shaolei Ren
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Building Socially-Equitable Public Models.
[BibTeX]
[DOI]
Yejia Liu
,
Jianyi Yang
,
Pengfei Li
,
Tongxin Li
,
Shaolei Ren
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards Environmentally Equitable AI via Geographical Load Balancing.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Adam Wierman
,
Shaolei Ren
Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

A Dataset for Research on Water Sustainability.
[BibTeX]
[DOI]
Pranjol Sen Gupta
,
Md Rajib Hossen
,
Pengfei Li
,
Shaolei Ren
,
Mohammad A. Islam
Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Mohammad A. Islam
,
Shaolei Ren
CoRR, 2023

Anytime-Competitive Reinforcement Learning with Policy Prior.
[BibTeX]
[DOI]
Jianyi Yang
,
Pengfei Li
,
Tongxin Li
,
Adam Wierman
,
Shaolei Ren
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Robust Learning for Smoothed Online Convex Optimization with Feedback Delay.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Adam Wierman
,
Shaolei Ren
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Robustified Learning for Online Optimization with Memory Costs.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Shaolei Ren
Proceedings of the IEEE INFOCOM 2023, 2023

BEVSeg: Geometry and Data-Driven Based Multi-view Segmentation in Bird's-Eye-View.
[BibTeX]
[DOI]
Qiuxiao Chen
,
Hung-Shuo Tai
,
Pengfei Li
,
Ke Wang
,
Xiaojun Qi
Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Shaolei Ren
Proceedings of the International Conference on Machine Learning, 2023

2022
Expert-Calibrated Learning for Online Optimization with Switching Costs.
[BibTeX]
[DOI]
Pengfei Li
,
Jianyi Yang
,
Shaolei Ren
Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022

2021
Sparse Activation Maps for Interpreting 3D Object Detection.
[BibTeX]
[DOI]
Qiuxiao Chen
,
Pengfei Li
,
Meng Xu
,
Xiaojun Qi
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2019
Car Pose in Context: Accurate Pose Estimation with Ground Plane Constraints.
[BibTeX]
[DOI]
Pengfei Li
,
Weichao Qiu
,
Michael Peven
,
Gregory D. Hager
,
Alan L. Yuille
CoRR, 2019


  Loading...