Shen, Yixian

1. Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
   2024/11/08 by Jia-Hong Huang, Huang, Jia-Hong, Hongyi Zhu +7 · 6 citations
   Computer Science · Social Sciences · #AI in cancer detection #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
2. Gradient Weight-normalized Low-rank Projection for Efficient LLM Training
   2024/12/27 by Jia-Hong Huang, Huang, Jia-Hong, Yixian Shen +7 · 5 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical Systems and Laser Technology #Robotics and Sensor-Based Localization #Sparse and Compressive Sensing Techniques
3. Robustness of Large Language Models Against Adversarial Attacks
   2024/12/22 by Yiyi Tao, Tao, Yiyi, Yixian Shen +11 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. AltGen: AI-Driven Alt Text Generation for Enhancing EPUB Accessibility
   2024/12/30 by Yixian Shen, Hang Zhang, Shen, Yixian +11 · 3 citations
   Computer Science · #Text Readability and Simplification
5. Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts
   2024/12/28 by Shen, Yanxin, Wang, Lun, Shi, Chuanqi +4 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Performance Review on LLM for solving leetcode problems
   2025/02/16 by Wang, Lun, Shi, Chuanqi, Du, Shaoshui +5 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
7. Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models
   2024/07/26 by Jia-Hong Huang, Huang, Jia-Hong, Chao-Chun Yang +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
8. Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework
   2025/02/21 by Zhang, Hang, Shen, Yanxin, Wang, Lun +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
9. SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation
   2025/02/08 by Yixian Shen, Shen, Yixian, Qi Bi +9 · 3 citations
   Computer Science · #Advanced Data Compression Techniques #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)