Education
Chongqing University (CQU)
Bachelor of Engineering in Artificial Intelligence (Anticipated June 2025)
GPA: 92/100, 3.848/4.0 | Major Ranking: 1/63 | Grade Ranking: 3/253
UC Berkeley
Berkeley Global Access Program (Aug. 2024 - Present)
UC Irvine
UCInspire Program (Jun. 2024 - Aug. 2024)
GPA: 4.0/4.0
Publications
- Zhou, S. (2024). Accelerating Style Transfer: Enhancing Efficiency of Diffusion-based Models with Advanced Sampling Methods. Proceedings of the 6th International Conference on Computer Science and Intelligent Communication (CSIC 2024).
- Sun, S., Araujo, G., Xu, J., Zhou, S., et al. (2024). CoMA: Compositional Human Motion Generation with Multi-modal Agents. Under submission to a Computer Vision conference.
Research
UCInspire - Human Motion Generation (Jun. 2024 - Nov. 2024)
Developed CoMA framework for complex motion generation. Proposed SPAM generative model, utilized Video Language Models for motion corrections, and introduced Motion Alignment Score for evaluation.
Accelerating Style Transfer (Jul. 2024 - Aug. 2024)
Integrated advanced sampling techniques, achieving 5x faster generation with the StyleID framework while maintaining high-quality images.
Projects
- Deep Learning and Neural Networks: Theory and Applications (May 2024 - Jul. 2024)
Analyzed neural network optimizers, replicated Scalable Diffusion Models, and improved CycleGAN's artistic style replication. - YOLOv3-based Object Detection in Complex Weather Conditions (Oct. 2023 - Nov. 2023)
Implemented YOLOv3 with attention mechanism to enhance detection in foggy conditions. - Eigen Selection in Spectral Clustering (Oct. 2023 - Nov. 2023)
Improved clustering performance using feature selection in spectral clustering on high-dimensional datasets. - AI Face Recognition System (Jun. 2023 - Jul. 2023)
Developed a CNN-based face recognition system integrated with Flask for real-time login capabilities.
Honors & Awards
- Honorable Mention in Mathematical Contest in Modeling (Feb. 2024)
- First Prize in CUMCM (Nov. 2023)
- Second Class CQU Scholarship for Outstanding Students (May 2023)
- National Scholarship (Dec. 2022)
- First Class CQU Scholarship for Outstanding Students (Nov. 2022)
- Outstanding Student Award by CQU (Nov. 2022)
- First Prize in CQU Mathematics Contest (Jul. 2022)
Extracurricular Activity
CQU Youth League Committee Student Development Center (Oct. 2021 - Jun. 2022)
Contributed to student welfare investigations and publicity campaigns, earning the Excellent Member award.
Skills
Programming Languages: C++ (2 years), C (3 years), Python (2 years), MATLAB (2 years), Lingo (1 year)
Languages: Mandarin (Native), English (Advanced)