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)

Identity-aware Graph Neural Networks. - Jiaxuan You; Jonathan Michael Gomes Selman; Rex Ying; Jure Leskovec (AAAI, 2021)

Curriculum Learning to Handle Extreme Class Imbalance for Acoustic Modeling of Forest Elephant Calls. - Jonathan Michael Gomes Selman; Nikita Demir; Peter H. Wrege; Andreas Paepcke (ICMLA, 2021)

Deployment of Embedded Edge-AI for Wildlife Monitoring in Remote Regions. - Daniel Schwartz; Jonathan Michael Gomes Selman; Peter H. Wrege; Andreas Paepcke (ICMLA, 2021)

Evaluating Recommendation Systems Using the Power of Embeddings. - Jonathan Gomes-Selman; Robert Friel; Bogdan Gheorghe; Derek Austin; Atindriyo Sanyal (EvalRS@KDD, 2023)