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Yifei Zhang

Ph.D. Student
Emory University
yifei.zhang2 (at) emory.edu


About Me

Welcome! I’m Yifei Zhang, a secondthird-year Ph.D. student in Computer Science at Emory University, where I have the fortune of working with Dr. Liang Zhao. Before this, I obtained my M.S. degree in Data Science from Columbia University and my B.E. degree in Engineering Mechanics from Dalian University of Technology. Additionally, I earned a Master of Engineering Management degree from Duke University.

My research encompasses Explainable AI, Natural Language Processing, and Applied Machine Learning. I hold a strong academic background and have contributed to multiple research projects, constantly pushing the boundaries of what’s possible in the data science field.

I have been actively looking for research scientist or applied scientist internship positions in Summer 2025. Feel free to reach out if there are any opportunities!

Research Interests

News

Selected publications and preprints

  1. Arxiv
    Guangji Bai, Zheng Chai, Chen Ling, Shiyu Wang, Jiaying Lu, Nan Zhang, Tingwei Shi, Ziyang Yu, Mengdan Zhu, Yifei Zhang, Carl Yang, Yue Cheng, Liang Zhao
    Arxiv

  2. Arxiv
    Yifei Zhang, Siyi Gu, James Song, Bo Pan, Guangji Bai, Liang Zhao
    Arxiv

  3. KDD'24
    Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
    The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024.

  4. CIKM' 24
    Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
    The 33rd ACM International Conference on Information and Knowledge Management (CIKM), 2024.

  5. ACL' 24
    Yifei Zhang, Bo Pan, Chen Ling, Yuntong Hu, Liang Zhao
    The 62nd Annual Meeting of the Association for Computational Linguistics (ACL-Findings), 2024.

  6. IJCAI' 24
    Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao
    International Joint Conference on Artificial Intelligence (IJCAI), 2024.

  7. SDM' 24
    Dazhou Yu, Binbin Chen, Yun Li, Suman Dhaka, Yifei Zhang, Zhenke Liu, Minxing Zhang, Jie Zhang, Liang Zhao
    SIAM International Conference on Data Mining (SDM), 2024.

  8. ICCV'23
    Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao
    The IEEE/CVF International Conference on Computer Vision (ICCV), 2023.

  9. KDD'23
    Siyi Gu*, Yifei Zhang*, Yuyang Gao, Xiaofeng Yang, Liang Zhao (* denotes equal contribution)
    The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023.

Education Experience

Emory University, 2022.08-
Ph.D. in Computer Science
Columbia University, 2020.09-2021.12
M.S. in Data Science
Duke University, 2019.08-2020.05
Master of Engineering Management
Dalian University of Technology, 2015.09-2019.06
B.E. in Engineering Mechanics (Excellence Program)

Internship Experience

Amazon AGI, 2024.06-2024.09
Research Scientist Intern
Guotai Junan Securities, 2018.12-2019.03
Equity Research Intern
China Development Bank, 2018.01-2018.03
Risk Management Intern

Services

Journal Reviewers

Conference Reviewers/Program Committee

Workshop Organizers

Awards

Softwares

  • XAI Benchmark for Visual Explanation: A benchmark for visual explanation that comprising eight diverse datasets with human annotations and offering a comprehensive evaluation pipeline with alignment-based and faithfulness-based metrics. More information is available on the project website.
  • Group-Specific Recommendation System (GSRS): A group-specific recommendation system to use dependency information from users and items which share similar characteristics under the singular value decomposition framework. This project was a collaboration with Dr. Xuan Bi at the University of Minnesota (UMN). For more details, visit the GSRS package on CRAN.

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