作者位次 #4/6ICLR 2026Poster· Deep Learning / Algorithms
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
Haoyu Huang · Hong Ting Tsang · Jiaxin Bai · Xi Peng · Gong Zhang · Yangqiu Song
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Haoyu Huang · Hong Ting Tsang · Jiaxin Bai · Xi Peng · Gong Zhang · Yangqiu Song
Jiaxin Bai · Wei Fan · Qi Hu · Qing Zong · Chunyang Li · Hong Ting Tsang · Hongyu Luo · Yauwai Yim · Haoyu Huang · Xiao Zhou · Feng Qin · Tianshi Zheng · Xi Peng · Xin Yao · Huiwen Yang · Leijie Wu · JI Yi · Gong Zhang · Renhai Chen · Yangqiu Song
We present AutoSchemaKG, a framework for fully autonomous knowledge graph construction that eliminates the need for predefined schemas. Our system leverages large language models to simultaneously extract knowledge triples and induce comprehensive schemas directly from text, modeling both entitie...
Jingze Zhang · Leijie Wu · Xi Peng · Qingqing Yang · Ruilun Liu · Hong Xu