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cs.CV2026
Deep Academic Survey: Stateful Agentic Closed-Loop Paradigm for Academic Survey Automation
Zhikai Xu, Zhucun Xue, Teng Hu +3
Academic surveys play a central role in organizing rapidly expanding scholarly literature, yet their construction requires extensive paper analysis, coherent knowledge organization…
cs.CV2026
Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval
Zhucun Xue, Jiangning Zhang, Juntao Jiang +6
The rapid expansion of research across machine learning, vision, and language has produced a volume of publications that is increasingly difficult to synthesize. Traditional biblio…