Jialin Liu

2 papers indexed

arxivcs.DLcs.AIcs.CY2026-07-23

Scientific exploration, collaboration and labor division in the large language model era

Xiang Zheng, Xi Hong, Jialin Liu, Chaoqun Ni

Large language models (LLMs) have rapidly and significantly entered scientific workflows, but it remains unclear how their diffusion is associated with changes in scientists' strategies in research directions and team building. We link PubMed Central full text with OpenAlex publi…

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arxivcs.CVcs.AI2026-07-15

Unleashing Multimodal Large Language Models for Training-free HOI Detection in the Wild

Ting Lei, Jialin Liu, Zhu Xu, Yuxin Peng, Yang Liu

Human-object interaction detection (HOID) has traditionally been formulated as a supervised detection problem over predefined interaction categories. While such paradigms achieve strong performance on closed-set benchmarks, they fundamentally entangle interaction understanding wi…

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