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Jingyu Xiao

3 accepted papers

2026

Keypoint-Based Dynamic Object 6-DoF Pose Tracking Via Event Camera

ICRA 2026poster

Accurate 6-DoF pose estimation of objects is critical for robots to perform precise manipulation tasks. However, for dynamic object pose estimation, conventional camera-based approaches face several major challenges, such as motion blur, sensor noise, and low-light limitation. To address these issue…

2025

QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language

ACL 2025finding

Recent advances in large language models (LLMs) have demonstrated remarkable potential in the field of natural language processing. Unfortunately, LLMs face significant security and ethical risks. Although techniques such as safety alignment are developed for defense, prior researches reveal the pos…

2025

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design

EMNLP 2025

Manual slide creation is labor-intensive and requires expert prior knowledge. Existing natural language-based LLM generation methods struggle to capture the visual and structural nuances of slide designs. To address this, we formalize the Reference Image to Slide Generation task and propose Slide2Co