Zhongsheng Wang

Narratology meets text-to-image: a survey of consistency in AI generated storybook illustrations

Zhedong Lin, Zhongsheng Wang, Qian Liu, Xinyu Zhang, Jiamou Liu

Artificial Intelligence Review

Provides a comprehensive survey that grounds AI‑generated storybook illustration in narratology, defining six dimensions of consistency and reviewing methods, datasets, metrics and challenges across time, space, character, plot, style and theme.

CharCom: Composable Identity Control for Multi-Character Story Illustration

Zhongsheng Wang, Ming Lin, Zhedong Lin, Yaser Shakib, Qian Liu, Jiamou Liu

Proceedings of the 7th ACM International Conference on Multimedia in Asia

Chatlogic: Integrating logic programming with large language models for multi-step reasoning

Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang

2024 International Joint Conference on Neural Networks (IJCNN)

This paper proposes a bidirectional transformation method that converts natural language inference into logical code to enhance the multi-step reasoning ability of LLM.