About me

Hi, I am Qiqi HU (胡齐齐), a Master's student at Tsinghua University, advised by Prof. Hongda Du. I am also a member of the Guangdong Provincial Key Laboratory of Thermal Management Engineering and Materials at the Shenzhen International Graduate School. Previously, I was a visiting student at the Southern University of Science and Technology under the supervision of Prof. Feng Zheng. Before that, I obtained my undergraduate degree in Computer Science and Technology from Qingdao University, where I was fortunate to be advised by Prof. Hanlin Zhang.

My research interests mainly include thermal management for thermal runaway in lithium-ion batteries (LIBs), trustworthy diffusion models, and content security in AIGC.

Please feel free to reach out to me via email for research discussions, collaborations, or a casual chat.

📧 Email: chelseyhu111@gmail.com

🔗 For more information, please visit my personal website: huqiqi.net.

Educations

2023.09 - present, Tsinghua University, M.E. in Shenzhen International Graduate School.
2019.09 - 2023.06, Qingdao University, B.E. in School of Computer Science and Technology.

Research Interests

Thermal Management and Energy Safety

- Investigating mechanisms for suppressing thermal runaway in lithium-ion batteries and developing immersion cooling strategies

- Conducting finite element modeling and thermal simulations

- Applications in the thermal management of electronic devices and energy storage systems

Trustworthy Machine Learning and Privacy Protection

- Models: Diffusion Models, DreamBooth, Textual Inversion

- Methods: Watermarking, privacy-enhancing techniques

- Applications in cloud computing security, privacy, and robustness of machine learning systems

Recent News

2025.09 – Initiated research on the mechanisms of immersion cooling for mitigating thermal runaway in lithium-ion batteries
2025.05 – Conducted research on the effects of PCM-coupled air cooling on thermal runaway propagation in lithium-ion batteries
2024.03 – Investigated copyright protection in image-to-image generation using diffusion models

Honors & Awards

Top Graduate (1st place), School of Computer Science and Technology, Qingdao University, Class of 2023 (Recognized in the School’s Annual Talent Development Report)
Qingdao University Star Award (2023) — Highest university-wide honor
Project Lead, Shandong Provincial Innovation & Entrepreneurship Program (2021)
Mathematical Modeling Competitions:
1. 2nd Prize, MathorCup National Competition (2021)
2. Honorable Mention, International Mathematical Contest in Modeling (MCM) (2021)
3. 1st Prize, Qingdao University Competition (2021)
4. 2nd Prize, Asia-Pacific Mathematical Modeling Competition (2020)

Academic Progress Award, Qingdao University (2022)
Second-Class Academic Scholarship, Qingdao University (2020)

Services

Reviewer for Journal of Computer Security (JCS).

Experiences

2021.01 - 2021.11, Internship in Qingdao University, focusing on secure outsourcing computation and privacy preserving.
2024.01 - 2024.12, Internship @SUSTech, focusing on trustworthy diffusion models and content security in AIGC.