Aaron Ferber

Cornell University — United States

Engineering · Physical Sciences

7h-index172citations36works0.52yr avg
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Research Topics

Vehicle Routing Optimization Methods(9), Wildlife Ecology and Conservation(7), Metaheuristic Optimization Algorithms Research(5), Constraint Satisfaction and Optimization(5), Wildlife Conservation and Criminology Analyses(5)

Publications36 total

Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
2025
Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
GEM-RAG: Graphical Eigen Memories for Retrieval Augmented Generation
2024· 3 cited
Critic Loss for Image Classification
2024· 1 cited
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image Classification
arXiv (Cornell University)·2024Open Access
Critic Loss for Image Classification
arXiv (Cornell University)·2024Open Access
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation
arXiv (Cornell University)·2024Open Access
Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
2024
Distributional MIPLIB: a Multi-Domain Library for Advancing ML-Guided MILP Methods
arXiv (Cornell University)·2024· 1 citedOpen Access
Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
arXiv (Cornell University)·2024Open Access
Learning Lagrangian Multipliers for the Travelling Salesman Problem
arXiv (Cornell University)·2023· 1 citedOpen Access
GenCO: Generating Diverse Designs with Combinatorial Constraints
arXiv (Cornell University)·2023Open Access
Interdiction of wildlife trafficking supply chains: An analytical approach
IISE Transactions·2023· 5 citedOpen Access
An Exploration into the Relationship Between Income and Carbon Footprint
Journal of Student Research·2023Open Access
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
arXiv (Cornell University)·2023· 2 citedOpen Access
A data directory to facilitate investigations on worldwide wildlife trafficking
Big Earth Data·2023· 7 citedOpen Access
Advancing interdisciplinary science for disrupting wildlife trafficking networks
Proceedings of the National Academy of Sciences·2023· 18 citedOpen Access
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
arXiv (Cornell University)·2023· 9 citedOpen Access
Local Branching Relaxation Heuristics for Integer Linear Programs
Lecture notes in computer science·2023· 3 cited
Predicting Wildlife Trafficking Routes with Differentiable Shortest Paths
Lecture notes in computer science·2023· 9 cited
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Frequent Co-authors

Bistra Dilkina(22), Burcu B. Keskin(8), Emily Griffin(8), Meredith L. Gore(8), Taoan Huang(7), John R. Macdonald(6), Yuandong Tian(6), Carla P. Gomes(6), Oakley Prell(5), Rowan Hilend(5), Benoit Steiner(4), Brendan Rappazzo(4), F. Pacheco(4), Alexander S. Flecker(4), Alice Paul(3), Daniel Freund(3), David B. Shmoys(3), David P. Williamson(3), Jialin Song(3), Yisong Yue(3)