hi@zxh
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Publications

Please also check my Google Scholar.

Machine Learning

Preprints

shiftdc

Understanding and Rectifying Safety Perception Distortion in VLMs

Xiaohan Zou, Jian Kang, George Kesidis, Lu Lin

Preprint

arXiv:2502.13095

rebq

Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration

Shu Zhao, Xiaohan Zou, Tan Yu, Huijuan Xu

Preprint

arXiv:2403.11373 / code

tokenflow-1tokenflow-2

TokenFlow: Rethinking Fine-grained Cross-modal Alignment in Vision-Language Retrieval

Xiaohan Zou, Changqiao Wu, Lele Cheng, Zhongyuan Wang

Preprint

arXiv:2209.13822

Conference Papaers

costep

Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning

Xiaohan Zou, Shu Zhao, Wenchao Ma

CVPR 2025 (Highlight)

paper

Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation

Xiaohan Zou, Tong Lin

IJCNN 2022 (Oral)

paper / slide

ictai2020

To be an Artist: Automatic Generation on Food Image Aesthetic Captioning

Xiaohan Zou, Cheng Lin, Yinjia Zhang, Qinpei Zhao

ICTAI 2020 (Oral)

paper / code / slide

A Survey on Application of Knowledge Graph

Xiaohan Zou

CCEAI 2020

paper

AI for Education

  • StoryLab: Empowering Personalized Learning for Children through Teacher-Guided Multimodal Story Generation

    Zhaohui Li, Feiwen Xiao, Jiaju Lin, Xiaohan Zou, Qingxiao Zheng, Jinjun Xiong

    AIED 2025 (Short Paper)

  • Leveraging an LLM-Enhanced Bilingual Conversational Agent for EFL Children’s Dialogic Reading: Insights from Children, Parents, and Educators

    Feiwen Xiao, Zhaohui Li, Jiaju Lin, Xiaohan Zou, Dandan Yang, Wenting Zou, Jinjun Xiong

    In Submission