Publications Archive - Page 3 of 15 - USC Center for Artificial Intelligence in Society

Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning

07/03/2023

Proceedings of the 40th International Conference on Machine Learning

Taoan Huang, Aaron M Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner

https://proceedings.mlr.press/v202/huang23g.html

Deadline-aware multi-agent tour planning

07/01/2023

Proceedings of the International Conference on Automated Planning and Scheduling

Taoan Huang, Vikas Shivashankar, Michael Caldara, Joseph Durham, Jiaoyang Li, Bistra Dilkina, Sven Koenig

https://ojs.aaai.org/index.php/ICAPS/article/view/27194

Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results

06/26/2023

Proceedings of the AAAI Conference on Artificial Intelligence

Nathanael Jo, Bill Tang, Kathryn Dullerud, Sina Aghaei, Eric Rice, Phebe Vayanos

https://ojs.aaai.org/index.php/AAAI/article/view/26397

Deploying a Robust Active Preference Elicitation Algorithm: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization

06/06/2023

Under review for publication in Proceedings of the ACM conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO'23), 2023.

Caroline M. Johnston, Patrick Vossler, Simon Blessenohl, Phebe Vayanos

https://arxiv.org/abs/2306.04061

A Learning Approach to Complex Contagion Influence Maximization

05/30/2023

Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems

Haipeng Chen, Bryan Wilder, Wei Qiu, Bo An, Eric Rice, Milind Tambe

https://personal.ntu.edu.sg/boan/papers/AAMAS23-IM.pdf

Predicting Wildlife Trafficking Routes with Differentiable Shortest Paths

05/23/2023

International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research

Aaron Ferber, Emily Griffin, Bistra Dilkina, Burcu Keskin, Meredith Gore

https://link.springer.com/chapter/10.1007/978-3-031-33271-5_30

Local Branching Relaxation Heuristics for Integer Linear Programs

05/23/2023

20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR)

Taoan Huang, Aaron Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner

https://link.springer.com/chapter/10.1007/978-3-031-33271-5_7

Artificial Intelligence/Operations Research Workshop 2 Report Out

04/10/2023

INFORMS, CCC, ACM SIGAI

John Dickerson, Bistra Dilkina, Yu Ding, Swati Gupta, Pascal Van Hentenryck, Sven Koenig, Ramayya Krishnan, Radhika Kulkarni, Catherine Gill, Haley Griffin, Maddy Hunter, Ann Schwartz

https://arxiv.org/pdf/2304.04677.pdf

A data directory to facilitate investigations on worldwide wildlife trafficking

04/03/2023

Big Earth Data

Meredith L Gore, Rowan Hilend, Jonathan O Prell, Emily Griffin, John R Macdonald, Burcu B Keskin, Aaron Ferber, Bistra Dilkina

https://www.tandfonline.com/doi/pdf/10.1080/20964471.2023.2193281

A Longitudinal Exploration of How Connections to Staff Facilitate Efficacy and Service Use in Drop-in Centers Serving Youth Experiencing Homelessness

03/16/2023

Journal of Prevention

Eric R. Rice, Graham DiGuiseppi, Laura Onasch-Vera, Erin Casey, Toni Cooper & Mischa DiBattiste

https://link.springer.com/article/10.1007/s10935-023-00728-0

Publications

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