Yifan Zeng | Researcher

Hello! I'm Yifan Zeng, a PhD student in Computer Science at Oregon State University. My current research focuses on the robust planning and reasoning of the large language model (LLM) autonomous system. I previously was a Research Engineer at a start-up, applying deep learning in real-world applications and handling various challenges, such as insufficient data, low-quality labeling, and domain shift. My previous research was primarily on computer vision, medical image analysis, self-supervised learning, and AI for Science. I received my Bachelor's degree in Data Science at Zhuhai College of Jilin University in 2023, achieving a GPA of 3.84/4.0 and ranking first in my department.

Publications

arXiv preprint arXiv:2403.04783 | 2024

AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks

Yifan Zeng, Yiran Wu, Xiao Zhang, Huazheng Wang, Qingyun Wu

Heliyon (Under Review) | 2023

Enhanced Object Detection in Pediatric Bronchoscopy Images using YOLO-based Algorithms with CBAM Attention Mechanism

Jianqi Yan, Yifan Zeng, Junhong Lin, Jinrui Fan, Chuanyu Fang, Yong Cai

Computer and Information Science | 2022

Task-Level Consistency Semi-Supervised Based Domain Adaptation for Lung Nodules Segmentation

Yifan Zeng, Aohui Pang, Wei Lv and Xiaolin Zhu

Journal of Cosmetic Dermatology | 2021

A challenge of deep‐learning‐based object detection for hair follicle dataset

Wei Lv, Tao Chen, Yifan Zeng, Weihong Liu, Chuying Huang