Zobrazeno 1 - 10
of 374
pro vyhledávání: '"Cao, Yukun"'
GraphRAG addresses significant challenges in Retrieval-Augmented Generation (RAG) by leveraging graphs with embedded knowledge to enhance the reasoning capabilities of Large Language Models (LLMs). Despite its promising potential, the GraphRAG commun
Externí odkaz:
http://arxiv.org/abs/2411.05844
Temporal knowledge graph (TKG) reasoning that infers future missing facts is an essential and challenging task. Predicting future events typically relies on closely related historical facts, yielding more accurate results for repetitive or periodic e
Externí odkaz:
http://arxiv.org/abs/2411.01477
Detecting Out-of-Distribution (OOD) inputs is crucial for improving the reliability of deep neural networks in the real-world deployment. In this paper, inspired by the inherent distribution shift between ID and OOD data, we propose a novel method th
Externí odkaz:
http://arxiv.org/abs/2410.07617
Although Large Language Models (LLMs) have demonstrated potential in processing graphs, they struggle with comprehending graphical structure information through prompts of graph description sequences, especially as the graph size increases. We attrib
Externí odkaz:
http://arxiv.org/abs/2409.03258
Large Language Models have excelled in various fields but encounter challenges in memory and time efficiency due to the expanding Key-Value (KV) cache required for long-sequence inference. Recent efforts try to reduce KV cache size to a given memory
Externí odkaz:
http://arxiv.org/abs/2407.11550
Interactive data exploration (IDE) is an effective way of comprehending big data, whose volume and complexity are beyond human abilities. The main goal of IDE is to discover user interest regions from a database through multi-rounds of user labelling
Externí odkaz:
http://arxiv.org/abs/2212.03423
Autor:
Cao, Yukun, Guo, Yufeng, Long, Zhiping, Wu, Yi, Pei, Bing, Ye, Jingyu, Zhang, Min, Yuan, Heli, Jia, Yanjie, Liu, Xiao, Wang, Fan, Zhao, Yashuang
Publikováno v:
In American Journal of Preventive Medicine November 2024 67(5):698-704
Autor:
Tan, Jia, Jia, Shuqin, Xu, Qiang, Lin, Chunyan, Cao, Yukun, Shen, Jing, Han, Sha, Li, Zheng, Zhou, Xinli
Publikováno v:
In Colloids and Surfaces B: Biointerfaces October 2024 242
Publikováno v:
In Cryobiology September 2024 116
Autor:
Cao, Yukun, Lv, Zhenfei, Zhang, Ke, Lan, Chong, Fan, Mengke, Lu, Xu, Ke, Yanghui, Guo, Wenbo, Yang, Yixian, Wang, Xin, Shen, Xiulin
Publikováno v:
In Ceramics International 1 December 2024 50(23) Part A:49698-49711