EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding. - Muye Huang; Lai Han; Xinyu Zhang 021; Wenjun Wu; Jie Ma 001; Lingling Zhang 005; Jun Liu 002 (CoRR, 2024)

VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning. - Muye Huang; Lingling Zhang 005; Lai Han; Wenjun Wu; Xinyu Zhang 021; Jun Liu 002 (CoRR, 2024)

GoT-CQA: Graph-of-Thought Guided Compositional Reasoning for Chart Question Answering. - Lingling Zhang 005; Muye Huang; QianYing Wang; Yaxian Wang; Wenjun Wu; Jun Liu 002 (CoRR, 2024)

DiagramQG: A Dataset for Generating Concept-Focused Questions from Diagrams. - Xinyu Zhang 021; Lingling Zhang 005; Yanrui Wu; Muye Huang; Wenjun Wu; Bo Li; Shaowei Wang; Jun Liu 002 (CoRR, 2024)

EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding. - Muye Huang; Han Lai; Xinyu Zhang 021; Wenjun Wu; Jie Ma 001; Lingling Zhang 005; Jun Liu 002 (AAAI, 2025)

VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning. - Muye Huang; Lingling Zhang; Han Lai; Wenjun Wu; Xinyu Zhang; Jun Liu (AAAI, 2025)

ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding. - Muye Huang; Lingling Zhang 005; Jie Ma 001; Han Lai; Fangzhi Xu; Yifei Li 006; Wenjun Wu; Yaqiang Wu; Jun Liu 002 (CoRR, 2025)

SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding. - Yifei Li 006; Lingling Zhang 005; Hang Yan 010; Tianzhe Zhao; Zihan Ma; Muye Huang; Jun Liu 002 (CoRR, 2025)