Jungi Lee
Ph.D. Student, Electrical and Computer Engineering, Seoul National University
Hi! I am a second-year Ph.D. student at ECE, Seoul National University. I am currently advised by Prof. Jaewoong Sim and a member of the Computer Architecture and Systems Lab.
I received my B.S degree from Seoul National University (2023).
I have general research interests in building efficient AI systems, low-bit quantization, and accelerator systems for emerging workloads. I am the author of several top architecture/system conference papers including ISCA, OSDI, and ASPLOS.
If you have anything to discuss or questions about my work, feel free to contact me via jungi.lee@snu.ac.kr.
Publications
* indicates equal contribution
2024
- ASPLOS’24GSCore: Efficient Radiance Field Rendering via Architectural Support for 3D Gaussian SplattingIn Proceedings of the 2024 International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) , San Diego, CA, USA, 2024
- ISCA-51Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime RequantizationIn Proceedings of the 51th Annual International Symposium on Computer Architecture (ISCA) , Buenos Aires, Argentina, 2024
- OSDI’24InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache ManagementIn Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI) , Santa Clara, CA, USA, 2024
2023
- ISCA-50NeuRex: A Case for Neural Rendering AccelerationIn Proceedings of the 50th Annual International Symposium on Computer Architecture (ISCA) , Orlando, FL, USA, 2023
Teaching Assistant
2023 Fall | ECE315.A: Digital Systems Design and Experiments | |
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2023 Spring | ECE322: Computer Organization | |
2022 Fall | ECE315.A: Digital Systems Design and Experiments |