Xinyu Zhang

According to our database, Xinyu Zhang authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving.

Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Xinyu Zhang, Fangzhi Xu, Qika Lin, Rui Mao, Erik Cambria, Jun Liu

CoRR, March, 2025

Alignment-Guided Self-Supervised Learning for Diagram Question Answering.

Shaowei Wang, Lingling Zhang, Wenjun Wu, Tao Qin, Xinyu Zhang, Jun Liu

IEEE Trans. Multim., 2025

EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding.

Muye Huang, Han Lai, Xinyu Zhang, Wenjun Wu, Jie Ma, Lingling Zhang, Jun Liu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Alignment Relation is What You Need for Diagram Parsing.

Xinyu Zhang, Lingling Zhang, Xin Hu, Jun Liu, Shaowei Wang, Qianying Wang

IEEE Trans. Image Process., 2024

DiagramQG: A Dataset for Generating Concept-Focused Questions from Diagrams.

Xinyu Zhang, Lingling Zhang, Yanrui Wu, Muye Huang, Wenjun Wu, Bo Li, Shaowei Wang, Jun Liu

CoRR, 2024

VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning.

Muye Huang, Lingling Zhang, Lai Han, Wenjun Wu, Xinyu Zhang, Jun Liu

CoRR, 2024

EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding.

Muye Huang, Lai Han, Xinyu Zhang, Wenjun Wu, Jie Ma, Lingling Zhang, Jun Liu

CoRR, 2024

CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering.

Shaowei Wang, Lingling Zhang, Longji Zhu, Tao Qin, Kim-Hui Yap, Xinyu Zhang, Jun Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

RPMG-FSS: Robust Prior Mask Guided Few-Shot Semantic Segmentation.

Lingling Zhang, Xinyu Zhang, Qianying Wang, Wenjun Wu, Xiaojun Chang, Jun Liu

IEEE Trans. Circuits Syst. Video Technol., November, 2023

Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention.

Xin Hu, Lingling Zhang, Jun Liu, Xinyu Zhang, Wenjun Wu, Qianying Wang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023