Xuehui Wang

PhD student, Shanghai Jiaotong University

2 papers at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

InstructSAM: A Training-free Framework for Instruction-Oriented Remote Sensing Object Recognition

#4819 · Yijie Zheng, Weijie Wu, Qingyun Li, Xuehui Wang, Xu Zhou, Aiai Ren, Jun Shen, Long Zhao, Guoqing Li, Xue Yang

This paper presents InstructSAM, a training-free framework that counts, detects, and segments objects in remote sensing imagery based on tailored instructions.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information

#4817 · Xuehui Wang, Chongjie Si, Xue Yang, Yuzhi Zhao, Wenhai Wang, Xiaokang Yang, Wei Shen

A lightweight, plug-and-play mapper to boost the performance of OVSS with minimal computational overhead