I am currently pursuing a Master of Science in Computer Engineering at the National University of Singapore (NUS). I obtained my undergraduate degree in Artificial Intelligence from the South China University of Technology (SCUT). I have conducted research as an intern in TGAILab supervised by Prof. Yaochu Jin from Westlake University and under the guidance of Prof. Xueming Yan. I also worked in the HDMI Lab supervised by Prof. Yanwu Xu at SCUT. Currently, I am conducting CEG5003 under the guidance of Prof. Xinchao Wang on LLM safety, while also engaging in research on AIGC in the LV Lab supervised by Prof. Shuicheng Yan.
π₯ News
- 2025.09: I submitted 2 papers to ICLR 2026.
- 2024.10: I got the No.1 in the Happy Frisbee activity in NUSRI-CQ!
- 2024.09: π I was selected for my favorite FYP projectβLearnable Activation Networks for Vision.
- 2024.07: ππ I get the 3+1+1 programme offer from the NUSRI-CQ.
- 2024.03: π I get the trainee offer from the HSBC Technology China.
- 2024.01: π I get the excellent group as leader in the winter exchange program in National University of Singapore.
- 2023.12: π I get the intern offer from the TGAILab, supervised by Prof. Yaochu jin.
π Publications
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Donβt Forget the Nonlinearity: Unlocking Activation Functions in Efficient Fine-Tuning, Bo Yin, Xingyi Yang, Xinchao Wang
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Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems, Jiang Ziyue, Yin Bo, Lu Boyun, AIPMV 2024
- A Discussion of Migration of Common Neural Network Regularization Methods on SNNs, Lv Yilin, Yin Bo, ISAEECE 2024
- SAM-MSF^2: SAM finetune-based Multi-Scale Feature Fusion for Retinal Vessel Segmentation, Yuancong Liang, Huihui Fang, Bo Yin, Lingyue Xie, Enqi Ouyang, Kaiyan Chen, Ying Chen, Shiqi Zhou, Hanyi Yu, Yanwu Xu, Submitted in BIBM 2024
π Research Projects

Yin Bo, Cai Zihao, Xia Jianan, Chen Qiyue, He Yu
- The course project from the ai system design and got 95 points.
- This project based on fine-tuning the qiwen model and stable diffusion model to generate the interior design according to the userβs requirements.

Mobile Robot Autonomous Navigation System Based on Deep Learning
Han Yuxiang, Zhang XiaoXun, Hu Yufan, Yin Bo
- This is the Student Reasearch Project(SRP) from the South China University of Technology.
- I got 4 innovation points in this project which satisfied the requirements of the SRP.

CuteBear Multi-modal Sentiment Analysis Robot
Zhan Zhenrong, Yin Bo, Liu Ziyun, Liu Yingying, Chen Boyang, He Yu, Chen Qiyue
- The project applied for the South China University of Technology hundred-step ladder climbing plan, and won 10,000 yuan of funding.
- The project also won the third prize of the South China University of Technology Challenge Cup
π Honors
- 2024.09 Xiao Noodles Third-class Scholarship
- 2024.09 SCUT Third-class Scholarship (Top 20%)
- 2024.05 Tai Hu Innovation Scholarship
- 2022.11 Tai Hu Innovation Scholarship
- 2022.09 SCUT Third-class Scholarship (Top 20%)
- 2022.09 Huameng Third-class Scholarship (Top 20%)
π Awards
- 2024.02, Honorable Mention in Mathematical Contest in Modeling (MCM), the Consortium for Mathematics and Its Applications
- 2023.11, Second Prize in Guangdong Division of Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM), China Society for Industrial and Applied Mathematics
- 2023.06, Second Prize in MathorCup Mathematical Contest in Modeling, Chinese Society of Optimization, Overall Planning and Economical Mathematics
- 2023.05, Second Prize in SCUT Division of Mathematical Contest in Modeling for Universities in Guangzhou City, South China University of Technology
- 2023.03, Third Prize in Challenge Cup of South China University of Technology, South China University of Technology
- 2021.12, First Prize in Baidu PaddlePaddle Cup, South China University of Technology
π Educations
- 2025.08 - now, National University of Singapore, Msc in Computer Engineering.
- 2024.09 - 2025.06, National University of Singapore Research Institute in Chongqing, 3+1+1 Program.
- 2021.09 - 2025.07, South China University of Technology, B.Eng. in Artificial Intelligence.
π» Internships
- 2024.04 - 2024.08, HSBC Technology China, Guangzhou China.
- 2023.12 - 2024.05, TGAILab, Westlake University, Hangzhou China.