Article-Journal

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

RA-CFGPT: Chinese Financial Assistant with Retrieval-Augmented Large Language Model

Jiangtong Li, Yang Lei, Yuxuan Bian, Dawei Cheng, Zhijun Ding, Changjun Jiang

Frontiers of Computer Science (FCS 2024)

Large Language Model Retrieval-Augmented Generation Finance

HFTCRNet: Hierarchical Fusion Transformer for Interbank Credit Rating and Risk Assessment

Jiangtong Li, Ziyuan Zhou, Jingkai Zhang, Dawei Cheng, Changjun Jiang

IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2024)

Financial Risk Graph Neural Network Credit Rating

Zero-Shot Sketch-Based Image Retrieval with Structure-aware Asymmetric Disentanglement

Jiangtong Li, Zhixin Ling, Li Niu, Liqing Zhang.

Computer Vision and Image Understanding (CVIU 2022)

Sketch-based Retrieval Zero-shot Learning Disentangled Representation

Memorize, Associate and Match: Embedding Enhancement via Fine-Grained Alignment for Image-Text Retrieval,

Jiangtong Li, Liu Liu, Li Niu, Liqing Zhang.

IEEE Transactions on Image Processing (IEEE TIP 2021)

Image-Text Retrieval Cross-modal Alignment Fine-grained Matching