Rana Shahroz
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Resources & Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
principal component analysis
(1)
optimal transport
(1)
knowledge distillation
(1)
conditional generation
(1)
model merging
(1)
graph optimization
(1)
adversarial attack
(1)
diffusion model
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter generation
(1)
prompt injection
(1)
point cloud interpolation
(1)
safety mechanism
(1)
partial transport
(1)
linear embedding
(1)
multi-agent system
(1)
positive measure
(1)
Papers
Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
ACL 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion
EMNLP 2025
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
ICLR 2025
Linear optimal partial transport embedding
ICML 2023