Xin Huang

ORCID: 0000-0002-5543-9809
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About
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Research Areas
  • Multi-Criteria Decision Making
  • Geotechnical Engineering and Soil Mechanics
  • Geotechnical Engineering and Analysis
  • Geotechnical Engineering and Underground Structures
  • Fuzzy Systems and Optimization
  • Entrepreneurship Studies and Influences
  • Topic Modeling
  • Advanced Computational Techniques and Applications
  • Digital Marketing and Social Media
  • Advanced Sensor and Control Systems
  • Structural Integrity and Reliability Analysis
  • Sharing Economy and Platforms
  • Opinion Dynamics and Social Influence
  • Solar Radiation and Photovoltaics
  • Offshore Engineering and Technologies
  • Human Mobility and Location-Based Analysis
  • Dam Engineering and Safety
  • Effects of Environmental Stressors on Livestock
  • Risk and Portfolio Optimization
  • Natural Language Processing Techniques
  • Sentiment Analysis and Opinion Mining
  • Social Acceptance of Renewable Energy
  • Industrial Technology and Control Systems
  • Artificial Intelligence in Games
  • Simulation and Modeling Applications

South China University of Technology
2023

Southwestern University of Finance and Economics
2022

North China Electric Power University
2020-2021

Zhejiang University of Water Resource and Electric Power
2021

Shenzhen University
2019-2020

Inner Mongolia Electric Power (China)
2020

Bureau of Meteorology
2011

Clemson University
1992-2002

ADS Environmental Services (Malaysia)
1996

Large language models (LLMs) have shown impressive multilingual capabilities through pretraining on diverse corpora. While these show strong reasoning abilities, their performance varies significantly across languages due to uneven training data distribution. Existing approaches using machine translation, and extensive cross-lingual tuning face scalability challenges often fail capture nuanced processes languages. In this paper, we introduce AdaCoT (Adaptive Chain-of-Thought), a framework...

10.48550/arxiv.2501.16154 preprint EN arXiv (Cornell University) 2025-01-27

Significant discrepancy exists among the available correlations that are commonly used for determining relative density using cone penetration test (CPT) data. These recognize difference in sand compressibility and its effect on CPT Experience has indicated is not a well-defined parameter. Current knowledge subject of data limited qualitative. A new approach aggregates some determination developed. The uses weighting scheme relates compressibility, measured by friction ratio expressed as...

10.1061/(asce)0733-9410(1996)122:1(1) article EN Journal of Geotechnical Engineering 1996-01-01

Purpose This study supposes to provide new insights into the role of leader behaviors in motivating employees by examining how and when spiritual leadership contingent reward facilitate employee vigor at work. Design/methodology/approach Drawing from self-determination theory (SDT), current proposes that intrinsically motivates employees, whereas extrinsically – both which subsequently improve The theoretical model was tested through a sample 191 collected across three time points China....

10.1108/pr-10-2021-0734 article EN Personnel Review 2022-08-05

Abstract This paper addresses the issue of uncertainty treatment in geotechnical engineering. Emphasis is placed on modelling and analysis non‐random uncertainties using fuzzy sets. Although were modelled with sets this study, subsequent or processing uncertain information was performed traditional, non‐fuzzy techniques. These techniques, including vertex method Monte Carlo simulation, are discussed detail. An example application soil liquefaction susceptibility presented. The concludes that...

10.1002/nag.1610160504 article EN International Journal for Numerical and Analytical Methods in Geomechanics 1992-05-01

On February 18 this year, the Central Committee of Communist Party China issued "Outline Development Planning for Guangdong, Hong Kong and Macao Dawan District". As one central cities District, Shenzhen City is receiving much attention from society. This article takes as an example to study whether entrepreneurial environment will further influence motivation young entrepreneurs by affecting cognitive capital entrepreneurs. Based on assumption, we establish structural model analysis. paper...

10.1109/icsssm.2019.8887684 article EN 2019-07-01

Multilingual large language models (MLLMs) have shown impressive capabilities across a variety of languages. However, efficacy can differ greatly between different families, especially for those with limited linguistic resources. This report presents MERaLiON-TextLLM, series open-source specifically tailored to improve understanding and generation in Chinese, Indonesian, Malay, Singlish. The initial released model is built on Llama-3-8B-Base refined through meticulously crafted process...

10.48550/arxiv.2501.08335 preprint EN arXiv (Cornell University) 2024-12-21

In campus, traditional lockers have some management and usage issues, even though they satisfy the storage needs of teachers students. Furthermore, only consider demand for personal items storage, while file exchange between students is increasing. Considering these needs, this paper proposes a campus intelligent locker system based on Internet Things (IoT), which aims not to use access purposes but also transferring files from one-to-many. This provides detailed description architecture...

10.1109/cyber59472.2023.10256600 article EN 2023-07-11

Abstract China’s e-commerce is developing steadily towards intelligence, extension, standardization, division of labour, regionalization, popularization and internationalization. The competition domestic market has shifted from Tier 1-2 cities to tier 3-6 rural areas. Online platform offline stores begin accelerate the industrial integration. This new retail mode will be close consumers provide operational efficiency. technology development also changing with each passing day. According idea...

10.1088/1742-6596/1881/3/032066 article EN Journal of Physics Conference Series 2021-04-01

Abstract This paper presents a new approach and procedure for performing fuzzy regression based on JHE method, method processing information the Monte Carlo simulation technique. The is tested by applying it to determining relationships between variables. Methods interpreting results of are presented discussed. Examples demonstrate this procedure. Potential applications

10.1080/02630259208970656 article EN Civil Engineering Systems 1992-11-01

On the basis of studies related technologies in development website group management system and an analysis functions news sites teaching resource should possess,the author aims to design technical architecture workflow,providing techniques such as sub-site coding,coding menu,how found manage sub-sites,website backstage navigation sub-sites menu implementation techniques,and technology based on SWFUpload achieve large files multiple file transfer well. The has successfully constructed...

10.2495/sssit20131862 article EN WIT transactions on information and communication technologies 2014-03-01

Interpretation of soil parameters from cone penetration test (CPT) data is a complex process. The authors present an improved method based on fuzzy sets for estimation design sands, such as relative density and drained angle CPT data. Uncertainty handled by the use numbers. number inputs are processed arithmetic, in this way, uncertainty allowed to propagate interpretation Knowledge extracted literature used determine proper numbers that characterize uncertainties Results show can reliably...

10.1109/isuma.1993.366781 article EN 1993 (2nd) International Symposium on Uncertainty Modeling and Analysis 2002-12-30

Existing relations that are commonly used for determining the drained friction angle (Φ’) of sands using tip resistance (q c ) from a cone penetration test examined. Emphasis is placed on reducing uncertainty associated with these q -Φ’ relations. A methodology developed by which in relations, called model uncertainty, may be reduced through use an aggregation technique based characterization sand compressibility. Case studies presented to illustrate entire methodology. Results case show and...

10.1177/0361198196152600108 article EN Transportation Research Record Journal of the Transportation Research Board 1996-01-01
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