Publications

VSI: Visual Subtitle Integration for Keyframe Selection to Enhance Long Video Understanding

Jianxiang He, Shaoguang Wang, Weiyu Guo, Meisheng Hong, Jungang Li, Yijie Xu, Ziyang Chen, Hui Xiong

CVPR 2026 Findings  ·  IEEE/CVF Conference on Computer Vision and Pattern Recognition

Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding

Weiyu Guo, Ziyang Chen, Shaoguang Wang, Jianxiang He, Yijie Xu, Jinhui Ye, Ying Sun, Hui Xiong

NeurIPS 2025  ·  38th Conference on Neural Information Processing Systems

A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges

Yibo Yan, Jiamin Su, Jianxiang He, Fangteng Fu, Xu Zheng, Yuanhuiyi Lyu, Kun Wang, Shen Wang, Qingsong Wen, Xuming Hu

ACL 2025  ·  63rd Annual Meeting of the Association for Computational Linguistics

The Development of Spiking Neural Network: A Review

Jianxiang He, Yanzi Li, Yingtian Liu, Jiyang Chen, Chaoqun Wang, Rui Song, Yibin Li

IEEE ROBIO 2022  ·  International Conference on Robotics and Biomimetics

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning

Kai Qin, Jiaqi Wu, Jianxiang He, Haoyuan Sun, Yifei Zhao, Bin Liang, Yongzhe Chang, Tiantian Zhang, Houde Liu

Under Review

A Survey of fMRI to Image Reconstruction

Weiyu Guo, Guoying Sun, Jianxiang He, Tong Shao, Shaoguang Wang, Ziyang Chen, Meisheng Hong, Ying Sun, Hui Xiong

arXiv preprint