Video Question Answering
Parse, Align and Aggregate: Graph-driven Compositional Reasoning for Video Question Answering
Jiangtong Li, Zhaohe Liao, Fengshun Xiao, Tianjiao Li, Qiang Zhang, Haohua Zhao, Li Niu, Guang Chen, Liqing Zhang, Changjun Jiang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2026)
Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering
Jiangtong Li*, Zhaohe Liao*, Siyu Sun, Qingyang Liu, Fengshun Xiao, Tianjiao Li, Qiang Zhang, Guang Chen, Li Niu, Changjun Jiang, Liqing Zhang
International Conference on Machine Learning (ICML 2025)
Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering
Zhaohe Liao*, Jiangtong Li*, Li Niu, Liqing Zhang.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)
Knowledge Proxy Intervention for Deconfounded Video Question Answering
Jiangtong Li, Li Niu, Liqing Zhang
ICCV 2023
From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering
Jiangtong Li, Li Niu, Liqing Zhang
CVPR 2022