2026

• FusionAgent: A Multimodal Agent with Dynamic Model Selection for Human Recognition
  Jie Zhu, Xiao Guo, Yiyang Su, Anil Jain, Xiaoming Liu
  In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2026), Denver CO, Jun. 2026
  Bibtex | PDF | arXiv | Code
@inproceedings{ fusionagent-a-multimodal-agent-with-dynamic-model-selection-for-human-recognition,
  author = { Jie Zhu and Xiao Guo and Yiyang Su and Anil Jain and Xiaoming Liu },
  title = { FusionAgent: A Multimodal Agent with Dynamic Model Selection for Human Recognition },
  booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
  address = { Denver CO },
  month = { June },
  year = { 2026 },
}
• Can Textual Reasoning Improve the Performance of MLLMs on Fine-grained Visual Classification?
  Jie Zhu, Yiyang Su, Xiaoming Liu
  In Proceeding of Findings of IEEE Computer Vision and Pattern Recognition (CVPR-F 2026), Denver CO, Jun. 2026
  Bibtex | arXiv | Code
@inproceedings{ can-textual-reasoning-improve-the-performance-of-mllms-on-fine-grained-visual-classification,
  author = { Jie Zhu and Yiyang Su and Xiaoming Liu },
  title = { Can Textual Reasoning Improve the Performance of MLLMs on Fine-grained Visual Classification? },
  booktitle = { In Proceeding of Findings of IEEE Computer Vision and Pattern Recognition },
  address = { Denver CO },
  month = { June },
  year = { 2026 },
}
• LocalScore: Local Density-Aware Similarity Scoring for Biometrics
  Yiyang Su, Minchul Kim, Jie Zhu, Christopher Perry, Feng Liu, Anil Jain, Xiaoming Liu.
  arXiv, Feb. 2026 (Under-review)
  Bibtex | arXiv
@inproceedings{ localscore-local-density-aware-similarity-scoring-for-biometrics,
  author = { Yiyang Su and Minchul Kim and Jie Zhu and Christopher Perry and Feng Liu and Anil Jain and Xiaoming Liu. },
  title = { LocalScore: Local Density-Aware Similarity Scoring for Biometrics },
  booktitle = { arXiv },
  address = { },
  month = { February },
  year = { 2026 },
}
• On the Holistic Approach for Detecting Human Image Forgery
  Xiao Guo, Jie Zhu, Anil Jain, Xiaoming Liu.
  arXiv, Jan. 2026 (Under-review)
  Bibtex | arXiv
@inproceedings{ on-the-holistic-approach-for-detecting-human-image-forgery,
  author = { Xiao Guo and Jie Zhu and Anil Jain and Xiaoming Liu. },
  title = { On the Holistic Approach for Detecting Human Image Forgery },
  booktitle = { arXiv },
  address = { },
  month = { January },
  year = { 2026 },
}

2025

• A Quality-Guided Mixture of Score-fusion Experts Framework for Human Recognition
  Jie Zhu, Yiyang Su, Minchul Kim, Anil Jain, Xiaoming Liu
  In Proceeding of International Conference on Computer Vision (ICCV 2025), Honolulu, Hawaii, Oct. 2025
  Bibtex | PDF | arXiv
@inproceedings{ a-quality-guided-mixture-of-score-fusion-experts-framework-for-human-recognition,
  author = { Jie Zhu and Yiyang Su and Minchul Kim and Anil Jain and Xiaoming Liu },
  title = { A Quality-Guided Mixture of Score-fusion Experts Framework for Human Recognition },
  booktitle = { In Proceeding of International Conference on Computer Vision },
  address = { Honolulu, Hawaii },
  month = { October },
  year = { 2025 },
}
• Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait
  Feng Liu, Nicholas Chimitt, Lanqing Guo, Jitesh Jain, Aditya Kane, Minchul Kim, Wes Robbins, Yiyang Su, Dingqiang Ye, Xingguang Zhang, Jie Zhu, Siddharth Satyakam, Christopher Perry, Stanley H. Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu
  IEEE Transactions on Pattern Analysis and Machine Intelligence, , May. 2025 (under review)
  Bibtex | arXiv
@article{ person-recognition-at-altitude-and-range-fusion-of-face-body-shape-and-gait,
  author = { Feng Liu and Nicholas Chimitt and Lanqing Guo and Jitesh Jain and Aditya Kane and Minchul Kim and Wes Robbins and Yiyang Su and Dingqiang Ye and Xingguang Zhang and Jie Zhu and Siddharth Satyakam and Christopher Perry and Stanley H. Chan and Arun Ross and Humphrey Shi and Zhangyang Wang and Anil Jain and Xiaoming Liu },
  title = { Person Recognition at Altitude and Range: Fusion of Face, Body Shape and Gait },
  journal = { IEEE Transactions on Pattern Analysis and Machine Intelligence },
  month = { May },
  year = { 2025 },
}