Yuan Huang

Perspective Chapter: Primary Education in Western China after COVID-19 – Challenges and Strategies for Home-School-Community Synergy

Yuan Huang, Ou Huang

The COVID-19 pandemic has profoundly impacted global education, with the significant effects on primary education in western China. In the post-pandemic era, substantial changes have emerged in family education models, teacher work conditions, and school-community support. Drawing on 1534 parent and 128 …

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Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies

Zirui Song, Yuan Huang, Junchang Liu, Hao Luo et autres

Social deduction games like Werewolf combine language, reasoning, and strategy, providing a testbed for studying natural language and social intelligence. However, most studies reduce the game to LLM-based self-play, yielding templated utterances and anecdotal cases that overlook the richness of social gameplay. …

A Study on the Relationship between the Digitalization of Supply Chain and Corporate Performance in an International Business Environment : Focusing on the Control Effect of Technology Acceptance Level

Yuan Huang

This study analyzed the impact of supply chain digitalization on corporate performance in an international business environment and examined the moderating role of technology acceptance. Using data from 166 domestic firms, we measured supply chain digitalization based on ERP, MES, and WMS …

Overcoming Low-Polarity Limitations in Polyphenylene Oxide Electrospinning: Chemical Functionalization and Polymer Hybridization for Interlaminar Toughening of Carbon Fiber Composites

Yuan Huang, Yi Zhe Wei, Canyi Huang, Yiping Qiu et autres

This study investigates the optimization of polyphenylene oxide (PPO) electrospinning for interlaminar toughening in composites, using sulfonation modification and physical blending with polylactic acid (PLA) and polystyrene (PS). Both strategies showed excellent electrospinning performance, significantly reducing fiber diameter (PPO: 12.1 ± 5.8 …

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Supply chain risks for SMEs in construction projects: a structured literature review and research agenda

Shicheng Chen, Daniel Roy Eyers, Jonathan Gosling, Yuan Huang

Purpose Whilst there has been much research examining risk management in construction supply chains, there is a relative dearth of knowledge concerning small and medium-sized enterprises (SMEs) in this context. SMEs are considered vulnerable economic agents due to their financial constraints and …

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Unintended Consequences in Sustainable Supply Chain Management: A Systematic Literature Review

Daniel Roy Eyers, Yuan Huang, Thanos E. Goltsos

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Protected cultivation can mitigate carbon emissions for tomato production

Hairong Gao, Shaokai Wang, Dandan Shen, Wenshuang Li et autres

Protected cultivation enables the production of vegetables and fruits throughout the year without compromising of farming field for grain production. However, it is generally associated with high resource consumption, including building materials, consumables, and energy, raising severe concerns about its future sustainability, …

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The asymmetric and dynamic effects of oil price shocks and geopolitical risks on carbon prices in China

Yuan Huang, Hao Wu, Xia Chen

This paper investigates the asymmetric and dynamic effects of oil price shocks and geopolitical risks (GPR) on carbon prices in China. We address this issue using a quantile framework, incorporating the quantile autoregressive distributed lag (QARDL) approach, rolling window QARDL and the …

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MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Zirui Song, Yaohang Li, Meng Fang, Zhenhao Chen et autres

Large language model agents that interact with PC applications often face limitations due to their singular mode of interaction with real-world environments, leading to restricted versatility and frequent hallucinations. To address this, we propose the Multi-Modal Agent Collaboration framework (MMAC-Copilot), a framework …

How we deal with transition planning as we approach the e-bus era

Junxiao Yu, Yuhan Xia, Yuan Huang, Zixian Lv

With the rapid development of new energy, the widespread adoption of electric buses is significant. This paper delves into the environmental impact, economic implications, and strategic planning solutions associated with the proliferation of electric buses. We initiate this process by using bus …

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How to Promote Sustainable Bamboo Forest Management: An Empirical Study from Small-Scale Farmers in China

Yuan Huang, Yilei Hou, Jie Ren, Jie Yang et autres

Bamboo is an important agroforestry and forest plant managed and utilized by rural communities in some countries in the Asia Pacific region, which can generate various benefits to meet social and environmental needs. In rural areas of China, as a large number …

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Does VLN Pretraining Work with Nonsensical or Irrelevant Instructions?

Wang Zhu, Ishika Singh, Yuan Huang, Robin Jia et autres

Data augmentation via back-translation is common when pretraining Vision-and-Language Navigation (VLN) models, even though the generated instructions are noisy. But: does that noise matter? We find that nonsensical or irrelevant language instructions during pretraining can have little effect on downstream performance for …