👨‍💻 About Me

Hello, I am JamesNULLiu (刘彦辰).

I am a fourth-year undergraduate student at the School of Computer Engineering and Science, Shanghai University, now working as an intern in Shanghai AI Laboratory, mainly engaged in inference acceleration and graph optimization of large language models.

As the principal maintainer of SHUSCT and a contributor to SHUOSC, my programming expertise encompasses C++, Python and CUDA. I also possess proficient skills in building cross-platform applications and libraries using CMake, and I am adept at designing and implementing deep learning models with PyTorch.

I am passionate about learning and sharing knowledge, and I am always open to new opportunities and challenges. If you have any inquiries or are interested in collaboration, please feel free to contact me via email at jamesnulliu@gmail.com.

🔬 Research Interests

  • Training and Inference Acceleration
  • Graph Compilation and Optimization
  • Machine Learning Systems
  • High Performance Computing

📰 Publications

  1. Z. Xu, A. Shen, D. Kong, X. Dai, J. Liu, Y. Liu, L. Wang, S. Wei, Y. Hu and S. Yin*, “LLMEngine: Disaggregated Mapping and Memory Management Co-scheduling for Wafer-scale Chips”, Design Automation Conference, 2025. (Under Review).
  2. Q. Liu$^\dagger$, Y. Liu$^\dagger$, R. Li, C. Cao, Y. Li$^*$, X. Li$^*$, P. Wang, R. Feng, “MDHP-Net: Detecting Injection Attacks on In-vehicle Network using Multi-Dimensional Hawkes Process and Temporal Model.” [Paper][Code]
  3. Li, Xingyu, Ruifeng Li, and Yanchen Liu. “HP-LSTM: Hawkes Process–LSTM-Based Detection of DDoS Attack for In-Vehicle Network.” Future Internet 16.6 (2024): 185. [Paper][Code]
  4. Q. Liu, X. Li, K. Sun, Y. Li$^*$ and Y. Liu$^*$, “SISSA: Real-Time Monitoring of Hardware Functional Safety and Cybersecurity With In-Vehicle SOME/IP Ethernet Traffic,” in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2024.3397665. (Corresponding Author) [Paper][Code]

🎉 Achievements

  • [2024.04] First Prize and Group Competition Award in 2024 ASC Student Supercomputer Challenge Final Round.
  • [2022.06] First-Class Academic Scholarship for outstanding academic performance, Shanghai University.

🤪 Hobbies

  • 🧙 Animations, Comics and Games
  • 🎸 Electric Guitar
  • 🎼 Jazz, Fusion, Metal, Core, Djent