Publications

Google Scholar

2026

2026

  1. WSDM
    Debias Once for All: A Data-Centric Strategy for Fair Machine Learning
    Yezi Liu, Hanning Chen, Yanning Shen, and Mohsen Imani
    2026
    PDF

2025

2025

  1. IJCAI
    DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation
    Yezi Liu, Jiaxuan Xie, and Yanning Shen
    2025
    PDF
  2. CIKM
    Enabling Group Fairness in Machine Unlearning via Distribution Correction
    Yezi Liu, and Yanning Shen
    2025
    PDF
  3. WWW (Short)
    Beyond Node Condensation: Learning Tiny Graphs via Joint Graph Condensation
    Yezi Liu, and Yanning Shen
    2025
    PDF
  4. WWW (Short)
    White Admitted by Stanford, Black Got Rejections: Exploring Racial Stereotypes in Text-to-Image Generation from a College Admissions Lens
    Yezi Liu, Wenjun Huang, Yang Ni, Hanning Chen, and Mohsen Imani
    2025
    PDF
  5. ACM MM
    LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation
    Hanning Chen, Yang Ni, Wenjun Huang, Hyunwoo Oh, Yezi Liu, Tamoghno Das, and Mohsen Imani
    2025
    PDF
  6. WACV
    Recoverable anonymization for pose estimation: A privacy-enhancing approach
    Wenjun Huang, Yang Ni, Arghavan Rezvani, SungHeon Jeong, Hanning Chen, Yezi Liu, Fei Wen, and Mohsen Imani
    2025
    PDF
  7. WACV
    Vltp: Vision-language guided token pruning for task-oriented segmentation
    Hanning Chen, Yang Ni, Wenjun Huang, Yezi Liu, SungHeon Jeong, Fei Wen, Nathaniel D Bastian, Hugo Latapie, and Mohsen Imani
    2025
    PDF
  8. TMLR
    Gradient Inversion Attack on Graph Neural Networks
    Divya Anand Sinha, Yezi Liu, Ruijie Du, and Yanning Shen
    2025
    PDF

2024

2024

  1. ECCV Workshop
    Taskclip: Extend large vision-language model for task oriented object detection
    Hanning Chen, Wenjun Huang, Yang Ni, Sanggeon Yun, Yezi Liu, Fei Wen, Alvaro Velasquez, Hugo Latapie, and Mohsen Imani
    2024
    PDF
  2. Frontiers in Big Data
    Promoting fairness in link prediction with graph enhancement
    Yezi Liu, Hanning Chen, and Mohsen Imani
    2024
    PDF
  3. EUSIPCO
    TinyData: joint dataset condensation with dimensionality reduction
    Yezi Liu, and Yanning Shen
    2024
    PDF

2023

2023

  1. CIKM (Short)
    Fairgraph: Automated graph debiasing with gradient matching
    Yezi Liu
    2023
    PDF
  2. EUSIPCO
    Error detection on knowledge graphs with triple embedding
    Yezi Liu, Qinggang Zhang, Mengnan Du, Xiao Huang, and Xia Hu
    2023
    PDF

2022

2022

  1. CIKM
    Contrastive knowledge graph error detection
    Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, and Linchuan Xu
    2022
    PDF
  2. AAAI Workshop
    RES: An Interpretable Replicability Estimation System for Research Publications
    Zhuoer Wang, Qizhang Feng, Mohinish Chatterjee, Xing Zhao, Yezi Liu, Yuening Li, Abhay Kumar Singh, Frank M Shipman, Xia Hu, and James Caverlee
    2022
    PDF