Liqing Zhang

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)

Video Question Answering Compositional Reasoning Graph Neural Network

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)

Video Question Answering Compositional Reasoning Large Language Model

Knowledge Proxy Intervention for Deconfounded Video Question Answering

Jiangtong Li, Li Niu, Liqing Zhang

ICCV 2023

Video Question Answering Causal Inference Deconfounding

From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering

Jiangtong Li, Li Niu, Liqing Zhang

CVPR 2022

Video Question Answering Causal Inference Commonsense Reasoning

Video Semantic Segmentation via Sparse Temporal Transformer,

Jiangtong Li, Wentao Wang, Junjie Chen, Li Niu, Jianlou Si, Chen Qian, Liqing Zhang

The 29th ACM International Conference on Multimedia (ACM MM 2021)

Video Semantic Segmentation Transformer Temporal Modeling