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Thesis or research project

(1) [October 2022 ACM paper second author] https://doi.org/10.1145/3538641.3561497

【An incentive mechanism for collaborative intelligence】

【Main research content】A feasible incentive mechanism is proposed to apply the Stackelberg game model and repeated game model to Collaborative intelligence, and solve the challenges of participant recruitment and service assurance between intelligent edge devices and centralized servers in distributed machine learning. Then, we study the long-term interactions of participants with a repeated game model and put forward a service-guarantee mechanism by setting up a provable trigger strategy. Matlab simulation experiments are used to verify the feasibility of the strategy.

[Responsibilities: the code, operation, and parameter adjustment of the simulation experiment, the framework composition and basic principles of the new model, how the incentive mechanism ensures that there can be a long-term cooperative relationship (repeated game) in the Stackelberg game between followers and leaders, how to ensure that the service is profitable, and Latex writes some papers]

(2) [January 2022 IEEE paper first author] DOI: 10.1109/BDICN55575.2022.00058

【Thermal Load Forecasting of an Ultra-short-term Integrated Energy System Based on VMD-CNN-LSTM】

【Main research contents】The prediction model based on VMD-CNN-LSTM combination is used to solve the characteristics of heat load confusion, instability and discontinuity, so as to improve the accuracy of heat load prediction of ultra-short-term integrated energy system. The model first uses VMD to decompose and denoise the input data to improve the data continuity and stability, then uses CNN for feature fusion extraction, and finally takes the extracted eigenvector as the input of LSTM.

[Responsibilities: code, operation, debugging, parameter adjustment of some experiments, data mining, cleaning and preprocessing, data decomposition and denoising, learning and prediction of neural networks, and writing of some papers]

(3) [Provincial College Student Innovation and Entrepreneurship Training Program (Entrepreneurship Training) Project] June 2022

[Project number] s202110394002x

【Project Name】Hongqi New Creation - Leader of Smart Catering Technology

[Main content of the project: the use of Unity engine and Kinect somatosensory technology combined, applied to the unmanned vending machine, improve the user's convenience and purchase willingness to buy goods, the project has been implemented, for Mengniu Company (stock code HK.02319) mass production of 500 somatosensory vending machines, the project won the 7th and 7th "Internet +" College Student Innovation and Entrepreneurship Competition Silver Award]

[Responsibilities: Software code and scripts (C# language), apply UI design to the Unity engine, so as to complete the somatosensory interaction with the user]

(4) [Computer Software Copyright Registration Certificate] November 2021 and December 2021

National Copyright Administration of the People's Republic of China 【Soft Publication No. 8476425】

[Content: Intelligent somatosensory game interactive platform]

[Responsibilities: Web code and game script]

(5) [Computer Software Copyright Registration Certificate] December 2021

National Copyright Administration of the People's Republic of China [Soft Registration 8737478 No.]

[Contents: Unmanned restaurant user service system]

[My responsibilities: web page code, client, WeChat applet code]

Honours or awards

In November 2021, the 7th "Internet +" College Student Innovation and Entrepreneurship Competition won the Silver Award

Reddot design award 2021 design concept

2021 MCM/ICM Honorable Mention

In March 2022, the third prize of the undergraduate group of the Mathorcup Big Data Competition

In December 2022, he won the first prize in the undergraduate group of the National Mathematical Contest in Modeling

In 2022, the second prize of the 6th "Maker China" SME Innovation and Entrepreneurship Competition

In 2022, the 8th "Internet +" College Student Innovation and Entrepreneurship Competition Red Township Travel Track Third Prize at the school level

In November 2020, the National College Student Census Knowledge Contest Excellence Award

In January 2022, the first prize of the National College Students' New Year Poetry Conference of "Reader" magazine

In September 2020, he won the second prize of the NCIECC Comprehensive Ability Competition

November 2021 NCIECC Translation Competition, Third Prize

In January 2020, the first prize in the final of the National College Student Career Development Competition

Practicing or Work Experiences

1. Practice name		China Unicom Big Data Internship		date		February 2024
1. Working hours		February 2024 to April 2024	40 hours/week		Job Title		Big Data Intern
Job unit	name	China Unicom Co., Ltd. (Xingtai Branch).
		Job description	1. Assist in the analysis of user behavior, personalized recommendation, and precision marketing strategy formulation of big data projects. 2. Master the use of mainstream big data processing tools, and apply machine learning model training and evaluation to practical business scenarios such as traffic evaluation and advertising push. 3. Learn and independently complete part of the data cleaning and preprocessing, data analysis and visualization related work, and assist in actual data analysis projects. 4. Learn how to handle a large amount of sensitive user privacy information while protecting user privacy rights.
2. Practice name		Cyber Security Internship in Hebei Economic Development Zone		date		August 2023
2. Working hours		August 2023 to January 2024	40 hours/week		Job Title		Cybersecurity Intern
Job unit	name	Hebei Ningjin Economic Development Zone (Dacaozhuang Management Zone).
		Job description	1. Master network intrusion detection and prevention technology, web application security vulnerability, lost data recovery, cryptography and related laws, regulations and policies, and learn and apply CTF related knowledge. 2. Participate in and be familiar with the daily operation and maintenance of network security1, such as system monitoring, vulnerability scanning, intrusion detection, data backup and recovery, etc. 3. Participate in the monitoring, analysis, reporting and disposal process of security incidents, learn how to quickly locate the source of the problem, curb the spread of the impact, resume business operations, assist in formulating targeted protection strategies and emergency plans, and regularly communicate one-on-one with intern mentors to report work progress.