Feb 27, 9:3010:45 | AISI Environmental Sustainability | 505 | DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets | Elena Sierra; Lauren Gillespie; Moises ExpositoAlonso |
| | 126 | Improving Community-Participated Patrol for Anti-Poaching | Duo Liu; Fei Fang; Yixuan Even Xu; Yufei Wu; Shibing Zhu; Xuming Zhang |
| | 204 | Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion | Aaron M Ferber; Alexander Flecker; Carla P Gomes; Felipe Siqueira Pacheco; Hector Angarita; Marc Grimson; Sebastian Heilpern; Yue Mao; Zhongdi Qu |
| | 284 | Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health | Gaowei Zhang; Mingjie Li; Wei Wang; Yi Wang; hongyong han |
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Feb 27, 11:1512:30 | AISI Safety, privacy, and security | 406 | Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy | Afaf Taik; Gilles Caporossi; Golnoosh Farnadi; Khaoula Chehbouni; Martine De Cock; Reihaneh Rabbany |
| | 465 | PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection | Amy He; Bryan Hooi; Chengyu Huang; Nay Oo; Tri Cao; Huilin Wang; Yuexin Li |
| | 133 | Fairness Issues and Mitigations in (Differentially Private) Socio-demographic Data Processes | Ferdinando Fioretto; Joonhyuk Ko; Juba Ziani; Saswat Das; Matthew R Williams |
| | 171 | The Pitfalls of ``Security by Obscurity'' -- And What They Mean for Transparent AI | Peter Hall; Sunoo Park |
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Feb 27, 2:303:45 | AISI AI for underserved communities | 1 | Data-driven Precipitation Nowcasting Using Satellite Imagery | Doyi Kim; Hae-Gon Jeon; Minseok Seo; Yeji Choi; Young-Jae Park |
| | 5 | Large-scale School Mapping using Weakly Supervised Deep Learning for Universal School Connectivity | Isabelle Tingzon; Utku Can Ozturk; jdoturodriguez@unicef |
| | 134 | Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments | Adam Kasumovic; Aven Zitzelberger; Guillaume Chabot-Couture; Jessica M. Lundin; Mohammad M. Ghassemi; Tuka Alhanai |
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Feb 28, 9:3010:45 | AISI Disaster Mitigation and Response | 131 | FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation | Arturo Leon; Giri Narasimhan; Jayantha Obeysekera; Jimeng Shi; Zeda Yin |
| | 187 | Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation | Elizabeth Chason; Erin Wilson; Kristin Mullen; Meiyi Ma; Noah Mladenovski; Stephen Martini; Zirong Chen |
| | 18 | Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model | Jihee Kim; Kyeongjin Ahn; Meeyoung Cha; Sangyoon Park; Sungwon Han; Sungwon Park |
| | 61 | Optimizing Heat Alert Issuance with Reinforcement Learning | Ellen M Considine; Francesca Dominici; Gregory A. Wellenius; Mauricio Tec; Rachel C. Nethery |
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Feb 28, 11:1512:30 | AISI Policymaking and resource allocation | 47 | Contextual Stochastic Optimization for School Desegregation Policymaking | Hongzhao Guan; Jasmine Mangat; Nabeel Gillani; Pascal Van Hentenryck; Tyler Simko |
| | 285 | Black-Box Optimization with Implicit Constraints for Public Policy | Chong Liu; JungHo Lee; Shixiang Zhu; Wenqian Xing |
| | 338 | Learning Production Functions for Supply Chains with Graph Neural Networks | Benjamin Yan; Chi Heem Wong; Frank Kloster; Jure Leskovec; Qi Xiu; Raj Palleti; Serina Chang; Swapnil Bembde; Xi Luo; Yu Qin; Zhiyin Lin |
| | 99 | Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach | Charalampos Chelmis; Khandker Sadia Rahman |
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Feb 28, 2:303:45 | AISI Public Health | 36 | Evaluating Index-based Treatment Allocation in Underresourced Communities | Aparna Taneja; Lucas Janson; Milind Tambe; Niclas Boehmer; Sanket Shah; Yash Nair |
| | 77 | Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits | Aparna Taneja; Biyonka Liang; Lily Xu; Lucas Janson; Milind Tambe |
| | 367 | How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data | Cynthia Rudin; Ishaan Maitra; Jon Donnelly; Sanja Scepanovic; Eric Chen; Raymond Lin |
| | 440 | Aligning Time-series by Local Trends: Applications in Public Health | Ajitesh Srivastava |