Helu Zhi

According to our database, Helu Zhi authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

World2VLM: Distilling World Model Imagination into VLMs for Dynamic Spatial Reasoning.

Wanyue Zhang, Wenxiang Wu, Wang Xu, Jiaxin Luo, Helu Zhi, Yibin Huang, Shuo Ren, Zitao Liu, Jiajun Zhang

CoRR, April, 2026

2025

Scaling Spatial Reasoning in MLLMs through Programmatic Data Synthesis.

Helu Zhi, Jingjing Huang, Wang Xu, Yangbin Xu, Wanyue Zhang, Baoyang Jiang, Deng Shirui, Zhu Liang, Fangfang Li, Tiejun Zhao, Yankai Lin, Yao Yuan

CoRR, December, 2025

Video2Layout: Recall and Reconstruct Metric-Grounded Cognitive Map for Spatial Reasoning.

Yibin Huang, Wang Xu, Wanyue Zhang, Helu Zhi, Jingjing Huang, Yangbin Xu, Yangang Sun, Conghui Zhu, Tiejun Zhao

CoRR, November, 2025

Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture.

Wanyue Zhang, Yibin Huang, Yangbin Xu, JingJing Huang, Helu Zhi, Shuo Ren, Wang Xu, Jiajun Zhang

CoRR, September, 2025