Xianren Zhang 

Ph.D. Student
College of Information Sciences and Technology
Penn State University

Google Scholar
Github
Linkedin
E-mail: xzz5508@psu.edu

About Me

I am currently a second year Ph.D. student in the College of Information Sciences and Technology at Penn State University - University Park. I am co-advised by Professor Suhang Wang and Professor Dongwon Lee. Prior to that, I received my Bachelor's degree from Chongqing University and University of Cincinnati in 2023.

Research Interests

My general research interests lie in Large Language Model and Machine Learning.

Top News

See more news here. 
  [06/2023] Graduate from CQU. Thank you all!

Publications

(* indicates equal contribution)

Preprints

  • 1. Divide-Verify-Refine: Aligning LLM Responses with Complex Instructions
    Xianren Zhang, Xianfeng Tang, Hui Liu, Zongyu Wu, Qi He, Dongwon Lee, and Suhang Wang.
    [PDF] [Code]
  • 2. A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness
    Fali Wang, Zhiwei Zhang, Xianren Zhang, Zongyu Wu, Tzuhao Mo, Qiuhao Lu, Wanjing Wang, Rui Li, Junjie Xu, Xianfeng Tang, Qi He, Yao Ma, Ming Huang and Suhang Wang.
    [PDF] [Code]

    • Conference Papers

  • 1. Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector
    Xianren Zhang, Dongwon Lee, Suhang Wang.
    The European Conference on Computer Vision (ECCV), Milan, 2024.
    [PDF] [Code]
  • 2. SD-Attack: Targeted Spectral Attacks on Graphs
    Xianren Zhang, Jing Ma, Yushun Dong, Chen Chen, Min Gao, Jundong Li.
    Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Taipei, 2024.
    [PDF] [Code]

    • Journal Papers

    Education