Efficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin. - Xiaojian Wu; Jonathan Gomes-Selman; Qinru Shi; Yexiang Xue; Roosevelt García-Villacorta; Elizabeth Anderson; Suresh Sethi 001; Scott Steinschneider; Alexander Flecker; Carla P. Gomes (AAAI, 2018)

Boosting Efficiency for Computing the Pareto Frontier on Tree Structured Networks. - Jonathan Michael Gomes Selman; Qinru Shi; Yexiang Xue; Roosevelt García-Villacorta; Alexander S. Flecker; Carla P. Gomes (CPAIOR, 2018)

Efficiently Optimizing for Dendritic Connectivity on Tree-Structured Networks in a Multi-Objective Framework. - Qinru Shi; Jonathan Michael Gomes Selman; Roosevelt García-Villacorta; Suresh Sethi 001; Alexander S. Flecker; Carla P. Gomes (COMPASS, 2018)

Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing. - Johan Bjorck; Brendan H. Rappazzo; Qinru Shi; Carrie Brown-Lima; Jennifer Dean; Angela Fuller; Carla P. Gomes (AAAI, 2021)

Learning Augmented Methods for Matching: Improving Invasive Species Management and Urban Mobility. - Johan Bjorck; Qinru Shi; Carrie Brown-Lima; Jennifer Dean; Angela Fuller; Carla P. Gomes (AAAI, 2021)

Efficiently Approximating High-Dimensional Pareto Frontiers for Tree-Structured Networks Using Expansion and Compression. - Yiwei Bai; Qinru Shi; Marc Grimson; Alexander Flecker; Carla P. Gomes (CPAIOR, 2023)

Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon. - Marc Grimson; Rafael Almeida; Qinru Shi; Yiwei Bai; Hector Angarita; Felipe Siqueira Pacheco; Rafael Schmitt; Alexander Flecker; Carla P. Gomes (AAAI, 2024)

Reducing Income Variability in Natural Resource Portfolios via Integer Programming. - Laura Greenstreet; Qinru Shi; Marc Grimson; Franz W. Simon; Suresh Andrew Sethi; Carla P. Gomes; Andrea Lodi 001; David B. Shmoys (CPAIOR (2), 2025)

Reinforcement Learning for Multi-Agent Path Finding in Large-Scale Warehouses via Distributed Policy Evolution. - Qinru Shi; Meiqin Liu 001; Senlin Zhang; Xuguang Lan (IEEE Robotics Autom. Lett., 2025)