User profiles for Yilin Xiao
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Reinforcement learning based energy-efficient collaborative inference for mobile edge computing
Collaborative inference in mobile edge computing (MEC) enables mobile devices to offload
the computation tasks for the computation-intensive perception services, and the inference …
the computation tasks for the computation-intensive perception services, and the inference …
A survey of graph retrieval-augmented generation for customized large language models
Large language models (LLMs) have demonstrated remarkable capabilities in a wide range
of tasks, yet their application to specialized domains remains challenging due to the need …
of tasks, yet their application to specialized domains remains challenging due to the need …
Oxygen and hydrogen isotope geochemistry of ultrahigh-pressure eclogites from the Dabie Mountains and the Sulu terrane
The oxygen and hydrogen isotope compositions of mineral separates have been determined
for ultrahigh-pressure (UHP) eclogites from Shuanghe in the eastern Dabie Mountains and …
for ultrahigh-pressure (UHP) eclogites from Shuanghe in the eastern Dabie Mountains and …
Fluid history of UHP metamorphism in Dabie Shan, China: a fluid inclusion and oxygen isotope study on the coesite-bearing eclogite from Bixiling
The coesite-bearing eclogites and associated ultramafic rocks of Bixiling form the largest
metamorphic complex in the Dabie–Sulu ultrahigh-pressure (UHP) metamorphic belt. They …
metamorphic complex in the Dabie–Sulu ultrahigh-pressure (UHP) metamorphic belt. They …
Collision of the North China and Yangtse Blocks and formation of coesite-bearing eclogites: timing and processes
Various types of eclogite, including coesite-bearing varieties formed under high-P-high-T
conditions (up to 27 kbar, 700–800C), and glaucophane schist occur in the Dabie Mountains …
conditions (up to 27 kbar, 700–800C), and glaucophane schist occur in the Dabie Mountains …
Linearrag: Linear graph retrieval augmented generation on large-scale corpora
Retrieval-Augmented Generation (RAG) is widely used to mitigate hallucinations of Large
Language Models (LLMs) by leveraging external knowledge. While effective for simple queries…
Language Models (LLMs) by leveraging external knowledge. While effective for simple queries…
FaithfulRAG: Fact-level conflict modeling for context-faithful retrieval-augmented generation
Large language models (LLMs) augmented with retrieval systems have demonstrated significant
potential in handling knowledge-intensive tasks. However, these models often struggle …
potential in handling knowledge-intensive tasks. However, these models often struggle …
Unraveling the pollution and discharge of aminophenyl sulfone compounds, sulfonamide antibiotics, and their acetylation products in municipal wastewater treatment …
Y Xiao, Q Zhang, Y Yang, K Li, Y Xiao… - Environmental …, 2024 - ACS Publications
Aminophenyl sulfone compounds (ASCs) are widely used in various fields, such as the
pharmaceutical and textile industries. ASCs and their primary acetylation products are inevitably …
pharmaceutical and textile industries. ASCs and their primary acetylation products are inevitably …
You don't need pre-built graphs for rag: Retrieval augmented generation with adaptive reasoning structures
Large language models (LLMs) often suffer from hallucination, generating factually incorrect
statements when handling questions beyond their knowledge and perception. Retrieval-…
statements when handling questions beyond their knowledge and perception. Retrieval-…
Origin of low δ26Mg Cenozoic basalts from South China Block and their geodynamic implications
Origin of low δ 26 Mg basalts is a controversial subject and has been attributed to interaction
of isotopically light carbonatitic melts derived from a subducted oceanic slab with the …
of isotopically light carbonatitic melts derived from a subducted oceanic slab with the …