Ehsan Aghazadeh
PhD Student in Computer Science · UMass Amherst
Amherst, MA
Hi! I’m a PhD student at UMass Amherst in Computer Science. I’m working under the supervision of Hossein Pishro-Nik and Hedyeh Beyhaghi.
My research focuses on Large Language Models (LLMs) from both practical and theoretical perspectives. More specifically, I work on:
- Test-time scaling and mixture of agents/experts
Previously, I worked on explainability of Language Models and efficient fine-tuning.
news
| Jul 01, 2025 | Paper accepted at KnowledgeFM @ ACL 2025: A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models. |
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| Dec 01, 2024 | Paper accepted at BlackboxNLP @ EMNLP 2024: From RAGs to Rich Parameters. |
selected publications
- NeurIPSCGES: Confidence-Guided Early Stopping for Efficient and Accurate Self-ConsistencyIn Efficient Reasoning Workshop (Efficient Reasoning @ NeurIPS), 2025