JING MAI
I am a third-year Ph.D. student in the Department of Computer Science at Peking University associated with the Center for Energy-Efficient Computing and Applications (CECA). I am a member of the PKU-IDEA Lab, advised by Prof. Yibo Lin. Previously, I received the B.S. degree in Computer Science and Technology from Peking University in 2021. My research focuses are machine learning-assisted EDA; my broader interests include large language models, MLSys and robotics. modeling.
News
|
|
Publications
2024
| 1. |
MORPH: More Robust ASIC Placement for Hybrid Region Constraint Management Jing Mai, Zuodong Zhang, Yibo Lin, Runsheng Wang, and Ru Huang ICCAD 2024 |
| 2. |
OpenPARF 3.0: Robust Multi-Electrostatics Based FPGA Macro Placement Considering Cascaded Macros Groups and Fence Regions [paper] [slides] Jing Mai, Jiarui Wang, Yifan Chen, Zizheng Guo, Xun Jiang, Yun Liang, and Yibo Lin ISEDA 2024 |
| 3. |
Multielectrostatic FPGA Placement Considering SLICEL-SLICEM Heterogeneity, Clock Feasibility, and Timing Optimization [paper] Jing Mai, Jiarui Wang, Zhixiong Di, and Yibo Lin TCAD 2024 |
| 4. |
LEAPS: Topological-Layout-Adaptable Multi-Die FPGA Placement for Super Long Line Minimization [paper] Zhixiong Di, Runzhe Tao, Jing Mai, Lin Chen, and Yibo Lin TCAS-I 2024 |
2023
| 5. |
OpenPARF: An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit [paper] [code] [slides] Jing Mai, Jiarui Wang, Zhixiong Di, Guojie Luo, Yun Liang, and Yibo Lin ASICON 2023 |
| 6. |
MacroRank: Ranking Macro Placement Solutions Leveraging Translation Equivariancy [paper] [slides] Yifan Chen, Jing Mai, Xiaohan Gao, Muhan Zhang, and Yibo Lin ASP-DAC 2023 |
| 7. |
A Robust FPGA Router with Concurrent Intra-CLB Rerouting [paper] [slides] Jiarui Wang, Jing Mai, Zhixiong Di, and Yibo Lin ASP-DAC 2023 |
| 8. |
OpenPARF: An Open-source Placement and Routing Framework for Large-scale Heterogeneous FPGAs with Deep Learning Toolkit Jing Mai*, Jiarui Wang*, Zhixiong Di, and Yibo Lin JEIT 2023 |
2022
| 9. |
Multi-electrostatic FPGA placement considering SLICEL-SLICEM heterogeneity and clock feasibility [paper] [slides] Jing Mai, Yibai Meng, Zhixiong Di, and Yibo Lin DAC 2022 |
2021
| 10. |
Ultrafast CPU/GPU Kernels for Density Accumulation in Placement [paper] Zizheng Guo*, Jing Mai*, and Yibo Lin DAC 2021 |
| 11. |
Critique of “Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility” by SCC Team From Peking University Yihua Cheng, Zejia Fan, Jing Mai, Yifan Wu, Pengcheng Xu, Yuxuan Yan, Zhenxin Fu, and Yun Liang TPDS 2021 |
Open Source Repositories
| 1. | 2023 PKU-IDEA/OpenPARF | 100 | An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit PyTorch. |
Experience
|
Jun. 2024 - Present
ByteDance AML, Reasearch Intern
Advisor: Dr. Liang Xiang Topics: Code generation and autogpt applications with large language models |
|
Sept. 2021 - Present
Peking University, Ph.D. in Computer Science
Advisor: Prof. Yibo Lin |
|
Sept. 2020 - Jun. 2021
Chinese University of Hong Kong, Visiting Student
Advisor: Prof. Bei Yu Topics: Electrostatics-based global placement for FPGAs |
|
|
Sept. 2017 - Jun. 2021
Peking University, B.S. in Computer Science
Experience: Student Cluster Competition team of Peking University (2019 - 2021) |
Invited Talks
Slides for my major presentations are open-sourced with a CC-BY license.
| 1. | 2024-06 A Complete FPGA Placement and Routing Tutorial: Starting from OpenPARF Series, HUAWEI Inc. [slides] |
Last updated on 2024-07-17