Car Pose in Context: Accurate Pose Estimation with Ground Plane Constraints. - Pengfei Li 008; Weichao Qiu; Michael Peven; Gregory D. Hager; Alan L. Yuille (CoRR, 2019)

Sparse Activation Maps for Interpreting 3D Object Detection. - Qiuxiao Chen; Pengfei Li 008; Meng Xu 013; Xiaojun Qi 001 (CVPR Workshops, 2021)

Expert-Calibrated Learning for Online Optimization with Switching Costs. - Pengfei Li 008; Jianyi Yang 001; Shaolei Ren (Proc. ACM Meas. Anal. Comput. Syst., 2022)

Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees. - Pengfei Li 008; Jianyi Yang 001; Shaolei Ren (ICML, 2023)

BEVSeg: Geometry and Data-Driven Based Multi-view Segmentation in Bird's-Eye-View. - Qiuxiao Chen; Hung-Shuo Tai; Pengfei Li 008; Ke Wang; Xiaojun Qi 001 (ICVS, 2023)

Robustified Learning for Online Optimization with Memory Costs. - Pengfei Li 008; Jianyi Yang 001; Shaolei Ren (INFOCOM, 2023)

Robust Learning for Smoothed Online Convex Optimization with Feedback Delay. - Pengfei Li 008; Jianyi Yang 001; Adam Wierman; Shaolei Ren (NeurIPS, 2023)

Anytime-Competitive Reinforcement Learning with Policy Prior. - Jianyi Yang 001; Pengfei Li 008; Tongxin Li; Adam Wierman; Shaolei Ren (NeurIPS, 2023)

Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models. - Pengfei Li 008; Jianyi Yang 001; Mohammad A. Islam 001; Shaolei Ren (CoRR, 2023)

A Dataset for Research on Water Sustainability. - Pranjol Sen Gupta; Md Rajib Hossen; Pengfei Li 008; Shaolei Ren; Mohammad A. Islam 001 (e-Energy, 2024)

Towards Environmentally Equitable AI via Geographical Load Balancing. - Pengfei Li 008; Jianyi Yang 001; Adam Wierman; Shaolei Ren (e-Energy, 2024)

Building Socially-Equitable Public Models. - Yejia Liu; Jianyi Yang 001; Pengfei Li 008; Tongxin Li; Shaolei Ren (ICML, 2024)

Online Budgeted Matching with General Bids. - Jianyi Yang 001; Pengfei Li 008; Adam Wierman; Shaolei Ren (NeurIPS, 2024)

Towards Socially and Environmentally Responsible AI. - Pengfei Li 008; Yejia Liu; Jianyi Yang 001; Shaolei Ren (CoRR, 2024)

A Water Efficiency Dataset for African Data Centers. - Noah Shumba; Opelo Tshekiso; Pengfei Li 008; Giulia Fanti; Shaolei Ren (CoRR, 2024)

The Unpaid Toll: Quantifying the Public Health Impact of AI. - Yuelin Han; Zhifeng Wu; Pengfei Li 008; Adam Wierman; Shaolei Ren (CoRR, 2024)

Online Allocation with Replenishable Budgets: Worst Case and Beyond. - Jianyi Yang 001; Pengfei Li 008; Mohammad Jaminur Islam; Shaolei Ren (Proc. ACM Meas. Anal. Comput. Syst., 2024)

Learning-Augmented Decentralized Online Convex Optimization in Networks. - Pengfei Li 008; Jianyi Yang 001; Adam Wierman; Shaolei Ren (Proc. ACM Meas. Anal. Comput. Syst., 2024)

Learning-Augmented Online Control for Decarbonizing Water Infrastructures. - Jianyi Yang 001; Pengfei Li 008; Tongxin Li; Adam Wierman; Shaolei Ren (e-Energy, 2025)

Learning for Sustainable Online Scheduling with Competitive Fairness Guarantees. - Pengfei Li 008; Nicolas Christianson; Jianyi Yang 001; Adam Wierman; Shaolei Ren (e-Energy, 2025)

Making AI Less 'Thirsty'. - Pengfei Li 008; Jianyi Yang 001; Mohammad A. Islam 001; Shaolei Ren (Commun. ACM, 2025)