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2020 – today
- 2026
[j1]Xinyu Zhang
, Lingling Zhang, Yanrui Wu, Shaowei Wang, Wenjun Wu, Muye Huang, Qianying Wang, Jun Liu:
Memory-enriched thought-by-thought framework for complex Diagram Question Answering. Comput. Vis. Image Underst. 264: 104608 (2026)- 2025
- [c5]Muye Huang, Han Lai, Xinyu Zhang, Wenjun Wu, Jie Ma, Lingling Zhang, Jun Liu:
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding. AAAI 2025: 3680-3688 - [c4]Muye Huang, Lingling Zhang, Han Lai, Wenjun Wu, Xinyu Zhang, Jun Liu:
VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning. AAAI 2025: 3689-3696 - [c3]Xinyu Zhang, Lingling Zhang, Yanrui Wu, Muye Huang, Wenjun Wu, Bo Li, Shaowei Wang, Basura Fernando, Jun Liu:
Diagram-Driven Course Questions Generation. EMNLP 2025: 5984-5999 - [c2]Yifei Li, Lingling Zhang, Hang Yan, Tianzhe Zhao, Zihan Ma, Muye Huang, Jun Liu:
SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding. KDD (2) 2025: 1600-1611 - [c1]Xinyu Zhang, Lingling Zhang, Yanrui Wu, Muye Huang, Jun Liu:
Cognitive Predictive Coding Network: Rethinking the Generalization in Raven's Progressive Matrices. ACM Multimedia 2025: 4097-4106 - [i6]Muye Huang, Lingling Zhang, Jie Ma, Han Lai, Fangzhi Xu, Yifei Li, Wenjun Wu, Yaqiang Wu, Jun Liu:
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding. CoRR abs/2505.19076 (2025) - [i5]Yifei Li, Lingling Zhang, Hang Yan, Tianzhe Zhao, Zihan Ma, Muye Huang, Jun Liu:
SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding. CoRR abs/2508.11347 (2025) - 2024
- [i4]Muye Huang, Lai Han, Xinyu Zhang, Wenjun Wu, Jie Ma, Lingling Zhang, Jun Liu:
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding. CoRR abs/2409.01577 (2024) - [i3]Muye Huang, Lingling Zhang, Lai Han, Wenjun Wu, Xinyu Zhang, Jun Liu:
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning. CoRR abs/2409.01667 (2024) - [i2]Lingling Zhang, Muye Huang, Qianying Wang, Yaxian Wang, Wenjun Wu, Jun Liu:
GoT-CQA: Graph-of-Thought Guided Compositional Reasoning for Chart Question Answering. CoRR abs/2409.02611 (2024) - [i1]Xinyu Zhang, Lingling Zhang, Yanrui Wu, Muye Huang, Wenjun Wu, Bo Li, Shaowei Wang, Jun Liu:
DiagramQG: A Dataset for Generating Concept-Focused Questions from Diagrams. CoRR abs/2411.17771 (2024)
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