I am currently a graduate student majoring in information and communication engineering at Chongqing University of Posts and Telecommunications ( CQUPT ). I entered school in 2023 and studied under Professor Shen Bin. During the master ‘s degree, the main research direction is UAV communication, which has certain research experience in the field of multi-agent deep reinforcement learning. The laboratory is the key laboratory of mobile communication technology of CQUPT.
I received my Bachelor ‘s degree in Communication Engineering from Chengdu University of Information Technology ( CUIT ). The main research direction is embedded, learning embedded software and hardware development in the communication innovation laboratory of the college.
You can find my CV here: Xin Guan’s Curriculum Vitae.
🔥 News
2025.06: At present, a paper is being submitted to the JOURNAL OF ELECTRONICS & INF ORMATION TECHNOLOGY according to the opinions of the tutor.
📝 Publications
Xin Guan, Bin Shen
- Modeling multi-UAV three-dimensional coverage scenes in partially observable environments and constructing a multi-dimensional evaluation system. Modeling Dec-POMDP process and improving it The DQN network structure, combined with the multi-head graph attention mechanism GAT to model the dynamic topological relationship between agents, combined with GRU to capture the temporal state evolution, to achieve local Observation information sharing and distributed collaborative decision-making. The global reward index of the proposed method is 2.69 % higher than that of the traditional algorithm and 8.77 % higher than that of the two-dimensional trajectory scheme.
🎖 Honors and Awards
- 2021.10 National Undergraduate Electronic Design Contest 2nd Prize
- 2022.04 Blue Bridge Cup EDA Group 3rd Prize
- 2024.04 Blue Bridge Cup Python Programming Contest 3rd Prize.
- 2024.06 Blue Bridge Cup 5G Network Planning and Construction 1st Prize
- 2024.10 China Postgraduate Mathematical Modeling Contest 3rd Prize
- 2024.11 MathorCup Mathematical Application Challenge - Big Data Contest 3rd Prize
- 2024.11 “Sanhuan Master” Social Scholarship and Academic Scholarship
- 2024.11 “Excellent graduate students” and “Young volunteers advanced individuals”
- 2024.12 Intelligence Cup National IT Skills Competition Programming Challenge 2nd Prize
- 2024.12 Intelligence Cup National IT Skills Competition AIGC Innovation Challenge 1st Prize
- 2025.01 National College Computer Ability Challenge Python Competition Provincial 1st Prize and Research Group National 1st Prize
🔧 Technology Stack
- Python、PyTorch、NumPy、RNN、GNN、Transformer、NumPy、Seaborn、Matplotlib、TensorBoard、C、SQL、Linux、LangChain
💻 Internships
- 2023.09 - Now: At present, I am looking for internships and hope to engage in AI application development. Two jobs have been declined, and some interviews are still in the process.
📖 Educations
- 2023.09 - Now, Master, College of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing.
- 2019.09 - 2023.06, Undergraduate, College of Communication Engineering, Chengdu University of Information Technology, Chengdu.
- 2019.09 - 2023.06, NO.1 High School Of Yibin Sichuan, Yibin.
📝 Personal summary
- I am optimistic and cheerful, positive, love to learn, excellent in school performance, self-driving ability, with good communication skills and team spirit.
- I have a wide range of interests : active participation in volunteer activities ( volunteer cloud platform effective volunteer service for 55 hours ) ; soft pen calligraphy ; guitar.
Design and source code inspired from Yi Ren’s awesome template.