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Yexin Liu

PhD student, Hong Kong University of Science and Technology

2 papers at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 5

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

Exhibit Hall C,D,E

Leader360V: A Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment

#5204 · WEIMING ZHANG, Dingwen Xiao, Aobotao Dai, Yexin Liu, Tianbo Pan, Shiqi Wen, Lei Chen, Lin Wang

We propose the first large-scale and real-world 360 dataset and a automatic annotate pipeline to reduce the cost of manual annotation.

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding

#4509 · Yan Shu, Hangui Lin, Yexin Liu, Yan Zhang, Gangyan Zeng, Yan Li, Yu ZHOU, Ser-Nam Lim, Harry Yang, Nicu Sebe

Exploring and Mitigating hallucination in LMMs towards scene text spotting and understanding