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35 Results
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Poster
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Fri 11:00 |
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model Yanpeng Ye · Jie Ren · Shaozhou Wang · Yuwei Wan · Imran Razzak · Bram Hoex · Haofen Wang · Tong Xie · Wenjie Zhang |
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Poster
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Thu 16:30 |
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang · Junnan Dong · Hao Chen · Daochen Zha · Zailiang Yu · Xiao Huang |
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Poster
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Wed 11:00 |
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning Jiapu Wang · Sun Kai · LINHAO LUO · Wei Wei · Yongli Hu · Alan Wee-Chung Liew · Shirui Pan · Baocai Yin |
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Poster
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Fri 11:00 |
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs Liyi Chen · Panrong Tong · Zhongming Jin · Ying Sun · Jieping Ye · Hui Xiong |
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Workshop
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Contextualizing biological perturbation experiments through language Menghua Wu · Russell Littman · Jacob Levine · Lin Qiu · Tommaso Biancalani · David Richmond · Jan-Christian Huetter |
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Workshop
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Generation and Human-Expert Evaluation of Interesting Research Ideas using Knowledge Graphs and Large Language Models Xuemei Gu · Mario Krenn |
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Workshop
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Spatial Shortcuts in Graph Neural Controlled Differential Equations Michael Detzel · Gabriel Nobis · Jackie Ma · Wojciech Samek |
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Poster
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Wed 11:00 |
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction Haoran Luo · Haihong E · Yuhao Yang · Tianyu Yao · Yikai Guo · Zichen Tang · Wentai Zhang · Shiyao Peng · Kaiyang Wan · Meina Song · Wei Lin · Yifan Zhu · Anh Tuan Luu |
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Workshop
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Causal Reasoning in Large Language Models: A Knowledge Graph Approach Yejin Kim · Eojin Kang · Juae Kim · H. Howie Huang |
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Poster
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Thu 11:00 |
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang · Lang Cao · Cao (Danica) Xiao · Parminder Bhatia · Jimeng Sun · Jiawei Han |
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Poster
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Wed 16:30 |
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs Julia Gastinger · Shenyang Huang · Michael Galkin · Erfan Loghmani · Ali Parviz · Farimah Poursafaei · Jacob Danovitch · Emanuele Rossi · Ioannis Koutis · Heiner Stuckenschmidt · Reihaneh Rabbany · Guillaume Rabusseau |