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Aram Galstyan — most-cited papers & profile · Large Language Models
← authors
·
overview
Aram Galstyan
20
papers ·
204
citations ·
41
h-index
Amazon (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
2025 · 8 citations
Prompt Perturbation Consistency Learning for Robust Language Models
2024 · 3 citations
Contrastive Instruction Tuning
2024 · 1 citations
ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System
2026
Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework
2026
Mamba Drafters for Speculative Decoding
2025
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
2025
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models
2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
2024
Top co-authors
Ninareh Mehrabi
· 3
Anna Rumshisky
· 2
Charith Peris
· 2
Greg Ver Steeg
· 2
Kai-Wei Chang
· 2
Palash Goyal
· 2
Tharindu Kumarage
· 2
Anil Ramakrishna
· 1
Anoop Kumar
· 1
Azton Wells
· 1
Charith Peris
· 1
Daewon Choi
· 1
Topics
cs.CL
cs.AI
cs.LG
cs.CR
Evaluation
Safety & Alignment
Agentic
RAG
Efficiency
Model Architecture