Xinyu Zhang

According to our database, Xinyu Zhang authored at least 21 papers between 2023 and 2026.

Collaborative distances:

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

2026

OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving.

Xinyu Zhang, Boxuan Zhang, Yuchen Wan, Lingling Zhang, YiXing Yao, Bifan Wei, Yaqiang Wu, Jun Liu

CoRR, April, 2026

Memory-enriched thought-by-thought framework for complex Diagram Question Answering.

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

Comput. Vis. Image Underst., 2026

Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving.

Xinyu Zhang, Yuchen Wan, Boxuan Zhang, Zesheng Yang, Lingling Zhang, Bifan Wei, Jun Liu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving.

Wenjun Wu, Lingling Zhang, Bo Zhao, Bo Li, Xinyu Zhang, Yaqiang Wu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Correspondence Coverage Matters for Multi-Modal Dataset Distillation.

Zhuohang Dang, Minnan Luo, Chengyou Jia, Hangwei Qian, Xinyu Zhang, Xiaojun Chang, Ivor W. Tsang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Why Settle for One? Text-to-ImageSet Generation and Evaluation.

Chengyou Jia, Xin Shen, Zhuohang Dang, Zhuohang Dang, Changliang Xia, Weijia Wu, Xinyu Zhang, Hangwei Qian, Ivor W. Tsang, Minnan Luo

CoRR, June, 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

CoFFT: Chain of Foresight-Focus Thought for Visual Language Models.

Xinyu Zhang, Yuxuan Dong, Lingling Zhang, Chengyou Jia, Zhuohang Dang, Basura Fernando, Jun Liu, Mike Zheng Shou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Cognitive Predictive Coding Network: Rethinking the Generalization in Raven's Progressive Matrices.

Xinyu Zhang, Lingling Zhang, Yanrui Wu, Muye Huang, Jun Liu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Diagram-Driven Course Questions Generation.

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning.

Xinyu Zhang, Yuxuan Dong, Yanrui Wu, Jiaxing Huang, Chengyou Jia, Basura Fernando, Mike Zheng Shou, Lingling Zhang, Jun Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 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 Thirty-Ninth AAAI Conference on Artificial Intelligence, 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