Peijin Xie

According to our database, Peijin Xie authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

M³-ACE: Rectifying Visual Perception in Multimodal Math Reasoning via Multi-Agentic Context Engineering.

Peijin Xie, Zhen Xu, Bingquan Liu, Baoxun Wang

CoRR, March, 2026

VIP-doc :Visual prompts guide fine-grained document understanding for reader friendly VLLM.

Peijin Xie, Dexin Wang, Lin Sun, Xiangzheng Zhang, Yunhe Xie, Shun Qian, Chengjie Sun, Bingquan Liu

Expert Syst. Appl., 2026

Spatial -aware efficient projector for MLLMs via multi-layer feature aggregation.

Shun Qian, Bingquan Liu, Chengjie Sun, Peijin Xie, Yunhe Xie, Zhen Xu, Baoxun Wang

Expert Syst. Appl., 2026

CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning.

Shun Qian, Bingquan Liu, Chengjie Sun, Peijin Xie, Zhen Xu, Baoxun Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

TextlessRAG: End-to-End Visual Document RAG by Speech Without Text.

Peijin Xie, Shun Qian, Bingquan Liu, Dexin Wang, Lin Sun, Xiangzheng Zhang

CoRR, September, 2025

Expand VSR Benchmark for VLLM to Expertize in Spatial Rules.

Peijin Xie, Lin Sun, Bingquan Liu, Dexin Wang, Xiangzheng Zhang, Chengjie Sun, Jiajia Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Probing Fundamental Visual Comprehend Capabilities on Vision Language Models via Visual Phrases from Structural Data.

Peijin Xie, Bingquan Liu

Cogn. Comput., November, 2024

2020

Gene Ontology aided Compound Protein Binding Affinity Prediction Using BERT Encoding.

Lingling Zhao, Peijin Xie, Lingfeng Hao, Tiantian Li, Chunyu Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020