Jiayi Zhang
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View article: The Effect of Prudent Financial Strategy on Corporate Innovation: A Case Study of LONGi Green Energy
The Effect of Prudent Financial Strategy on Corporate Innovation: A Case Study of LONGi Green Energy Open
Under China's "dual carbon" targets and the policy framework for building a new renewable energy-dominated power system, the photovoltaic (PV) industry faces profound transformation in financial strategy models amid growing global economic…
View article: Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity Open
Post-training alignment often reduces LLM diversity, leading to a phenomenon known as mode collapse. Unlike prior work that attributes this effect to algorithmic limitations, we identify a fundamental, pervasive data-level driver: typicali…
View article: Medal Prediction and Analysis For 2028 Olympic Games Based on MTLSTM Modeling
Medal Prediction and Analysis For 2028 Olympic Games Based on MTLSTM Modeling Open
This study aims to accurately predict the number of medals in the 2028 Olympic Games, analyze the award-winning situation of each country and related influencing factors. The current Olympic medal prediction model has problems such as inco…
View article: Correction to: HcN13, a Fibroblast Growth Factor Binding Protein, Is Associated with Shell Formation in Hyriopsis cumingii
Correction to: HcN13, a Fibroblast Growth Factor Binding Protein, Is Associated with Shell Formation in Hyriopsis cumingii Open
View article: Factors Associated with Clinical thinking ability of undergraduate nursing interns in China
Factors Associated with Clinical thinking ability of undergraduate nursing interns in China Open
Objective Clinical thinking ability is an important foundation for nursing safety. Quantitative studies using validated questionnaires on clinical thinking ability of undergraduate nursing interns in china are rare. The students’ baseline …
View article: You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation
You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation Open
Large Language Models (LLMs) and code agents in software development are rapidly evolving from generating isolated code snippets to producing full-fledged software applications with graphical interfaces, interactive logic, and dynamic beha…
View article: The Temporal Spillover Effect of Green Attribute Changes on Eco-Hotel Location Scores: The Moderating Role of Consumer Environmental Involvement
The Temporal Spillover Effect of Green Attribute Changes on Eco-Hotel Location Scores: The Moderating Role of Consumer Environmental Involvement Open
This study focuses on a profound paradox in eco-hotel evaluations: why do consumer ratings for location, a static asset, exhibit dynamic fluctuations? To solve this puzzle, we construct a two-stage signal-processing theoretical framework t…
View article: Rydberg Atomic Receivers for Wireless Communications: Fundamentals, Potential, Applications, and Challenges
Rydberg Atomic Receivers for Wireless Communications: Fundamentals, Potential, Applications, and Challenges Open
Rydberg atomic receivers (RARs) leverage the quantum coherence of highly excited atoms to overcome the intrinsic physical limitations of conventional radio frequency receivers (RFRs), particularly in sensitivity, and bandwidth. This innova…
View article: Global research trends in surgical management of choledochal cysts: a bibliometric analysis from 2000 to 2024
Global research trends in surgical management of choledochal cysts: a bibliometric analysis from 2000 to 2024 Open
Introduction Choledochal cysts (CCs), which are congenital biliary anomalies prevalent in Asia, predominantly affect children and carry the risk of severe complications, including malignancy. Surgical intervention, evolving from open to mi…
View article: Privacy Computing and User Data Protection Strategies in Social E-Commerce
Privacy Computing and User Data Protection Strategies in Social E-Commerce Open
This paper examines privacy computing technologies—including federated learning, secure multi-party computation (SMPC), and differential privacy—as solutions to balance data utility and privacy protection in social e-commerce. It highlight…
View article: An Enhanced Approach for Urban Sustainability Considering Coordinated Source-Load-Storage in Distribution Networks Under Extreme Natural Disasters
An Enhanced Approach for Urban Sustainability Considering Coordinated Source-Load-Storage in Distribution Networks Under Extreme Natural Disasters Open
Frequent extreme natural disasters can lead to large-scale power outages, significantly compromising the reliability and sustainability of urban power supply, as well as the sustainability of urban development. To address this issue, this …
View article: Integrated multi-omics and machine learning reveal the intrinsic relationship between color and flavor variations in processed ginseng products through major pigment dynamics and non-enzymatic pathways
Integrated multi-omics and machine learning reveal the intrinsic relationship between color and flavor variations in processed ginseng products through major pigment dynamics and non-enzymatic pathways Open
View article: FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation
FIMA-Q: Post-Training Quantization for Vision Transformers by Fisher Information Matrix Approximation Open
Post-training quantization (PTQ) has stood out as a cost-effective and promising model compression paradigm in recent years, as it avoids computationally intensive model retraining. Nevertheless, current PTQ methods for Vision Transformers…
View article: Alchemizing earth's legacy: Bismuth-engineered humic nanoparticles for IBD theranostics through mitochondrial anti-inflammation and sustained intestinal delivery
Alchemizing earth's legacy: Bismuth-engineered humic nanoparticles for IBD theranostics through mitochondrial anti-inflammation and sustained intestinal delivery Open
Humic acid (HA), a complex organic substance naturally present in soil, peat, and coal, is traditionally referred to as the extract of "Wujinshi" () in Chinese medicine. It is renowned for its potent anti-inflammatory, analgesic, an…
View article: An Artificial Intelligence Wind Power Prediction Model Based on Meteorological Parameters
An Artificial Intelligence Wind Power Prediction Model Based on Meteorological Parameters Open
In the light of the problems of large fluctuation of wind power, complex influencing factors, and low accuracy of traditional single forecasting model. This paper investigates the correlation of the meteorological parameters and wind power…
View article: Construction and scheduling optimization of renewable energy consumption forecasting system for twisted tire porcelain manufacturing industry based on deep learning
Construction and scheduling optimization of renewable energy consumption forecasting system for twisted tire porcelain manufacturing industry based on deep learning Open
As a traditional handicraft with a long history and exquisite skills, the manufacturing process of twisted tire porcelain involves complex steps and high energy consumption. Because twisted tire porcelain has many unique patterns, it is ne…
View article: Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need?
Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need? Open
The stacked intelligent metasurface (SIM), comprising multiple layers of reconfigurable transmissive metasurfaces, is becoming an increasingly viable solution for future wireless communication systems. In this paper, we explore the integra…
View article: FGSCare: A Feature-driven Grid Search-based Machine Learning Framework for Coronary Heart Disease Prediction
FGSCare: A Feature-driven Grid Search-based Machine Learning Framework for Coronary Heart Disease Prediction Open
Although machine learning has become a powerful tool for coronary heart disease (CHD) prediction, its effectiveness is often hindered by the complexity and nonlinear interactions among medical risk factors. A major challenge lies in featur…
View article: Digital Infrastructure and Corporate Intelligence
Digital Infrastructure and Corporate Intelligence Open
With continuous progress in information technology, the construction of digital infrastructure has become a key force in promoting corporate intelligence. This study in-depth explores and analyzes the mechanism by which digital infrastruct…
View article: Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Open
The advent of large language models (LLMs) has catalyzed a transformative shift in artificial intelligence, paving the way for advanced intelligent agents capable of sophisticated reasoning, robust perception, and versatile action across d…
View article: Zr-MOF Crosslinked Hydrogel for High-Efficiency Decontamination of Chemical Warfare Agent Simulant
Zr-MOF Crosslinked Hydrogel for High-Efficiency Decontamination of Chemical Warfare Agent Simulant Open
The decontamination of chemical warfare agents (CWAs) from contaminated surfaces is of critical importance due to the severe threats posed by CWAs to human health and the environment, particularly given the persistent threat of chemical we…
View article: Self‐assembly Strategies Driven by Supramolecular <scp>RAFT</scp> Polymerization: Pseudorotaxanes and Nanosheets
Self‐assembly Strategies Driven by Supramolecular <span>RAFT</span> Polymerization: Pseudorotaxanes and Nanosheets Open
Comprehensive Summary This study explores the use of supramolecular RAFT polymerization for the efficient synthesis of pseudorotaxanes and functional nanosheets through the host‐guest interaction between β‐cyclodextrin (β‐CD) and the chain…
View article: Channel Estimation for Rydberg Atomic Receivers
Channel Estimation for Rydberg Atomic Receivers Open
The rapid development of the quantum technology presents huge opportunities for 6G communications. Leveraging the quantum properties of highly excited Rydberg atoms, Rydberg atom-based antennas present distinct advantages, such as high sen…
View article: Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search Open
Text-to-SQL, which enables natural language interaction with databases, serves as a pivotal method across diverse industries. With new, more powerful large language models (LLMs) emerging every few months, fine-tuning has become incredibly…
View article: Atom of Thoughts for Markov LLM Test-Time Scaling
Atom of Thoughts for Markov LLM Test-Time Scaling Open
Large Language Models (LLMs) achieve superior performance through training-time scaling, and test-time scaling further enhances their capabilities by conducting effective reasoning during inference. However, as the scale of reasoning incre…
View article: Robust Multidimensional Graph Neural Networks for Signal Processing in Wireless Communications with Edge-Graph Information Bottleneck
Robust Multidimensional Graph Neural Networks for Signal Processing in Wireless Communications with Edge-Graph Information Bottleneck Open
Signal processing is crucial for satisfying the high data rate requirements of future sixth-generation (6G) wireless networks. However, the rapid growth of wireless networks has brought about massive data traffic, which hinders the applica…
View article: Examining the Robustness of Large Language Models across Language Complexity
Examining the Robustness of Large Language Models across Language Complexity Open
With the advancement of large language models (LLMs), an increasing number of student models have leveraged LLMs to analyze textual artifacts generated by students to understand and evaluate their learning. These student models typically e…
View article: RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction
RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction Open
Rainfall prediction remains a persistent challenge due to the highly nonlinear and complex nature of meteorological data. Existing approaches lack systematic utilization of grid search for optimal hyperparameter tuning, relying instead on …
View article: ROMA: ROtary and Movable Antenna
ROMA: ROtary and Movable Antenna Open
The rotary and movable antenna (ROMA) architecture represents a next-generation multi-antenna technology that enables flexible adjustment of antenna position and array rotation angles of the transceiver. In this letter, we propose a ROMA-a…
View article: Ecological risk assessment and response prediction caused by LUCC in the central Yunnan Province
Ecological risk assessment and response prediction caused by LUCC in the central Yunnan Province Open
With the acceleration of urbanization, unreasonable land use poses a serious threat to ecological security. However, there is still some space for improvement in the existing assessment of ecological risks (ERs) caused by land use/land cov…