Ali Mostafavi
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(4)
Application Areas
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Keywords
disaster management
(3)
demographic parity
(2)
information retrieval
(1)
dense retrieval
(1)
message passing
(1)
text retrieval
(1)
benchmark dataset
(1)
bias mitigation
(1)
node classification
(1)
group fairness
(1)
instruction fine-tuning
(1)
sensitive attribute
(1)
fairness optimization
(1)
social media
(1)
contrastive pre-training
(1)
retrieval model
(1)
adversarial debiasing
(1)
event recognition
(1)
graph neural network
(1)
fair message passing
(1)
Papers
DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management
ACL 2026
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
EMNLP 2025
Chasing Fairness in Graphs: A GNN Architecture Perspective
AAAI 2024
Generalized Demographic Parity for Group Fairness
ICLR 2022
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management
AAAI 2020