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cs.CV2026
presto: Efficient, Training-free, and Open-world Object Placement via Imaginary Search
Weixuan Ding, Shang Liu, Hanyu Pei +1
Object placement is critical in image composition, requiring spatially and semantically coherent positioning of objects within diverse scenes. Existing approaches typically rely on…
cs.CR2026
ShallowJail: Steering Jailbreaks against Large Language Models
Shang Liu, Hanyu Pei, Zeyan Liu
Large Language Models(LLMs) have been successful in numerous fields. Alignment has usually been applied to prevent them from harmful purposes. However, aligned LLMs remain vulnerab…