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Zhiyao Xie
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RouteNet: Routability Prediction for Mixed-size Designs Using Convolutional Neural Network
Z Xie, YH Huang, GQ Fang, H Ren, SY Fang, Y Chen, J Hu
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018
1902018
PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network
Z Xie, H Ren, B Khailany, Y Sheng, S Santosh, J Hu, Y Chen
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 13-18, 2020
792020
Routability-Driven Macro Placement with Embedded CNN-based Prediction Model
YH Huang, Z Xie, GQ Fang, TC Yu, H Ren, SY Fang, Y Chen, J Hu
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 180-185, 2019
502019
Net2: A graph attention network method customized for pre-placement net length estimation
Z Xie, R Liang, X Xu, J Hu, Y Duan, Y Chen
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
422021
Routing-Free Crosstalk Prediction
R Liang, Z Xie, J Jung, V Chauha, Y Chen, J Hu, H Xiang, GJ Nam
2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020
372020
FIST: A Feature-Importance Sampling and Tree-based Method for Automatic Design Flow Parameter Tuning
Z Xie, GQ Fang, YH Huang, H Ren, Y Zhang, B Khailany, SY Fang, J Hu, ...
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 19-25, 2020
372020
APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors
Z Xie, X Xu, M Walker, J Knebel, K Palaniswamy, N Hebert, J Hu, H Yang, ...
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
312021
RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model
Y Lu, S Liu, Q Zhang, Z Xie
2024 Asia and South Pacific Design Automation Conference (ASP-DAC), 2024
282024
Fast IR Drop Estimation with Machine Learning
Z Xie, H Li, X Xu, J Hu, Y Chen
2020 International Conference on Computer-Aided Design (ICCAD), 1-8, 2020
262020
Automatic Routability Predictor Development Using Neural Architecture Search
CC Chang, J Pan, T Zhang, Z Xie, J Hu, W Qi, CW Lin, R Liang, J Mitra, ...
2021 IEEE/ACM International Conference on Computer-Aided Design, 2021
202021
Rtlcoder: Outperforming gpt-3.5 in design rtl generation with our open-source dataset and lightweight solution
S Liu, W Fang, Y Lu, Q Zhang, H Zhang, Z Xie
arXiv preprint arXiv:2312.08617, 2023
192023
Preplacement net length and timing estimation by customized graph neural network
Z Xie, R Liang, X Xu, J Hu, CC Chang, J Pan, Y Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
172022
AssertLLM: Generating and Evaluating Hardware Verification Assertions from Design Specifications via Multi-LLMs
W Fang, M Li, M Li, Z Yan, S Liu, H Zhang, Z Xie
arXiv preprint arXiv:2402.00386, 2024
112024
DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters
Z Xie, S Li, M Ma, CC Chang, J Pan, Y Chen, J Hu
2022 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2022
92022
Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data
J Pan, CC Chang, Z Xie, A Li, M Tang, T Zhang, J Hu, Y Chen
2022 IEEE/ACM Design Automation Conference (DAC), 2022
92022
Specllm: Exploring generation and review of vlsi design specification with large language model
M Li, W Fang, Q Zhang, Z Xie
arXiv preprint arXiv:2401.13266, 2024
62024
IR Drop Prediction with Maximum Convolutional Neural Network
Z Xie, H Ren, B Khailany, S Ye
US Patent App. 15/929,242, 2020
62020
The dawn of ai-native eda: Promises and challenges of large circuit models
L Chen, Y Chen, Z Chu, W Fang, TY Ho, Y Huang, S Khan, M Li, X Li, ...
arXiv preprint arXiv:2403.07257, 2024
42024
MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design
W Fang, Y Lu, S Liu, Q Zhang, C Xu, LW Wills, H Zhang, Z Xie
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
42023
Rethink before Releasing your Model: ML Model Extraction Attack in EDA
CC Chang, J Pan, Z Xie, J Hu, Y Chen
2023 Asia and South Pacific Design Automation Conference (ASP-DAC), 2023
42023
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