Siqu Ou

According to our database, Siqu Ou authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

Do MLLMs Really See It: Reinforcing Visual Attention in Multimodal LLMs.

Siqu Ou, Tianrui Wan, Zhiyuan Zhao, Junyu Gao, Xuelong Li

CoRR, February, 2026

2025

When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs.

Hongcheng Liu, Pingjie Wang, Yuhao Wang, Siqu Ou, Yanfeng Wang, Yu Wang

CoRR, October, 2025

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.

Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang

CoRR, May, 2025

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.

Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025