影响力指数

38.31/100

前 15.7%

全站排名 #10,085

发表论文7 篇

平均评分5.0

年均产出2.3 篇/年

Ramtin Pedarsani

Associate Professor@University of California, Santa Barbara·美国·OpenReview

研究方向

Fairness in ML · Federated Learning · Robust Machine Learning

pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models

ICLR 2026Poster

Few-Shot Adversarial Low-Rank Fine-Tuning of Vision-Language Models

ICLR 2026Withdrawn

Cross-modal Reflection Makes Med-VLMs Robust to Noisy User Prompts

ICLR 2026Withdrawn

SPEX: Scaling Feature Interaction Explanations for LLMs

ICML 2025Poster

Conflict-Aware Adversarial Training

ICLR 2025Rejected

Multi-Bin Batching for Increasing LLM Inference Throughput

ICLR 2025Withdrawn

合作者 (16)

Mahnoosh Alizadeh

Sajjad Ghiasvand

PhD Advisee2 篇

Justin Singh Kang

Kannan Ramchandran

博后导师2 篇

Yigit Efe Erginbas