Shadi Iskander
4 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Keywords
representation learning
(2)
model evaluation
(1)
information retrieval
(1)
synthetic data generation
(1)
gradient descent
(1)
query complexity
(1)
neural representation
(1)
bias mitigation
(1)
synthetic data
(1)
tool use
(1)
parameter-efficient tuning
(1)
data quality
(1)
sensitive attribute
(1)
cost optimization
(1)
user preference
(1)
llm agent
(1)
external tool
(1)
large language model
(1)
prototypical representation
(1)
protected attribute
(1)
Papers
HotelQuEST: Balancing Quality and Efficiency in Agentic Search
EACL 2026
Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information
NAACL 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs
EMNLP 2024
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection
ACL 2023