Lancheng ZOU (邹岚丞)Ph.D. Student
Department of Computer Science and Engineering |
I am a first-year Ph.D. Student at the Department of Computer Science and Engineering, the Chinese University of Hong Kong (CUHK), supervised by Prof. Bei YU since 2023 Fall. Prior to that, I obtained my B.Eng. degree in Electronic Information Engineering from Wuhan University in 2023.
May/2024: Congratulation! Our work on LLM Quantization has been accepted by ICML!
Jul/2023: Congratulation! Our work on multimodality-based congestion prediction has been accepted by ICCAD!
AI in EDA
VLSI Placement
[C4] Lancheng Zou, Wenqian Zhao, Shuo Yin, Chen Bai, Qi Sun, Bei Yu, “BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization”, International Conference on Machine Learning (ICML), Vienna, Jul. 21–27, 2024.
[C3] Jiaxi Jiang, Lancheng Zou, Wenqian Zhao, Zhuolun He, Tinghuan Chen, Bei Yu, “PDRC: Package Design Rule Checking via GPU-Accelerated Geometric Intersection Algorithms for Non-Manhattan Geometry”, Design Automation Conference (DAC), San Francisco, Jun. 23–27, 2024
[C2] Su Zheng*, Lancheng Zou*, Peng Xu, Siting Liu, Bei Yu, Martin D.F. Wong, “Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction”, International Conference on Computer-Aided Design (ICCAD), San Francisco, Oct. 29–Nov. 02, 2023
[C1] Su Zheng, Lancheng Zou, Siting Liu, Yibo Lin, Bei Yu, Martin D.F. Wong, “Mitigating Distribution Shift for Congestion Optimization in Global Placement”, Design Automation Conference (DAC), San Francisco, Jul. 09–13, 2023
Ph.D., Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), Aug/2023 - Now
B.Eng., School of Electronic Information, Wuhan University (WHU), Aug/2019 - Jun/2023
SmartMore Shenzhen, China
Intern, Feb. 2023 - Aug. 2023
Full Postgraduate Studentship, | The Chinese University of Hong Kong, | 2023-2027 |
Languages: C/C++, Python, Verilog
Tools : PyTorch, Tensorflow, Vivado, LaTeX