Publications

Please also check my Google Scholar.

Machine Learning

Understanding and Rectifying Safety Perception Distortion in VLMs

Xiaohan Zou, Jian Kang, George Kesidis, Lu Lin

Preprint

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

Xiaohan Zou, Shu Zhao, Wenchao Ma, Huijuan Xu

Preprint

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

Shu Zhao, Xiaohan Zou, Tan Yu, Huijuan Xu

Preprint

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

Xiaohan Zou, Changqiao Wu, Lele Cheng, and Zhongyuan Wang

Preprint

Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation

Xiaohan Zou, and Tong Lin

International Joint Conference on Neural Networks (IJCNN), 2022

Oral Presentation

paper / slide

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

Xiaohan Zou, Cheng Lin, Yinjia Zhang, and Qinpei Zhao

International Conference on Tools with Artificial Intelligence (ICTAI), 2020

Oral Presentation

paper / code / slide

A Survey on Application of Knowledge Graph

Xiaohan Zou

International Conference on Control Engineering and Artificial Intelligence (CCEAI), 2020

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

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

In Submission
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