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peng xu
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Title
Cited by
Cited by
Year
Neural architecture search for robust networks in 6G-enabled massive IoT domain
K Wang, P Xu, CM Chen, S Kumari, M Shojafar, M Alazab
IEEE internet of things journal 8 (7), 5332-5339, 2020
552020
A trusted consensus scheme for collaborative learning in the edge AI computing domain
K Wang, SP Xu, CM Chen, SKH Islam, MM Hassan, C Savaglio, P Pace, ...
IEEE Network 35 (1), 204-210, 2021
272021
Feature expansion for graph neural networks
J Sun, L Zhang, G Chen, P Xu, K Zhang, Y Yang
International Conference on Machine Learning, 33156-33176, 2023
222023
Neural-architecture-search-based multiobjective cognitive automation system
EK Wang, SP Xu, CM Chen, N Kumar
IEEE Systems Journal 15 (2), 2918-2925, 2020
202020
An interpretive perspective: Adversarial trojaning attack on neural-architecture-search enabled edge AI systems
SP Xu, K Wang, MR Hassan, MM Hassan, CM Chen
IEEE Transactions on Industrial Informatics 19 (1), 503-510, 2022
152022
Lay-net: Grafting netlist knowledge on layout-based congestion prediction
S Zheng, L Zou, P Xu, S Liu, B Yu, M Wong
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
132023
Adversarial robustness in graph-based neural architecture search for edge ai transportation systems
P Xu, K Wang, MM Hassan, CM Chen, W Lin, MR Hassan, G Fortino
IEEE Transactions on Intelligent Transportation Systems 24 (8), 8465-8474, 2022
102022
Do not train it: A linear neural architecture search of graph neural networks
P Xu, L Zhang, X Liu, J Sun, Y Zhao, H Yang, B Yu
International Conference on Machine Learning, 38826-38847, 2023
92023
Performance-driven analog layout automation: Current status and future directions
P Xu, J Li, TY Ho, B Yu, K Zhu
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 679-685, 2024
82024
Learning-driven physically-aware large-scale circuit gate sizing
Y Ye, P Xu, L Ren, T Chen, H Yan, B Yu, L Shi
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024
22024
Disentangle, align and generalize: Learning a timing predictor from different technology nodes
X Zhang, B Zhu, F Liu, Z Wang, P Xu, H Xu, B Yu
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024
22024
Efficient bilevel source mask optimization
G Chen, H He, P Xu, H Geng, B Yu
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024
22024
Performance-driven analog routing via heterogeneous 3dgnn and potential relaxation
P Xu, G Chen, K Zhu, T Chen, TY Ho, B Yu
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024
22024
Ranktuner: When design tool parameter tuning meets preference bayesian optimization
P Xu, S Zheng, Y Ye, C Bai, S Xu, H Geng, TY Ho, B Yu
IEEE/ACM International Conference on Computer-Aided Design (ICCAD). IEEE, 1-7, 2024
12024
Neuroselect: Learning to select clauses in sat solvers
H Liu, P Xu, Y Pu, L Yin, HL Zhen, M Yuan, TY Ho, B Yu
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024
12024
LightBERT: A distilled Chinese BERT model
Y Zhang, Y Li, P Xu, R Xu, J Li, G Shi, F Hu
International Conference on AI and Mobile Services, 58-67, 2021
12021
Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction
L Zou, S Zheng, P Xu, S Liu, B Yu, MDF Wong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025
2025
Pre-Routing Timing Prediction Across Different Technology Nodes
X Zhang, B Zhu, F Liu, J Jiang, Z Wang, P Xu, H Xu, B Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024
2024
DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior
P Xu, S Xu, T Chen, G Chen, T Ho, B Yu
ACM Transactions on Design Automation of Electronic Systems 29 (5), 1-22, 2024
2024
p-laplacian adaptation for generative pre-trained vision-language models
H Wu, X Zhang, P Xu, P Liao, X Yao, B Yu
Proceedings of the AAAI Conference on Artificial Intelligence 38 (6), 6003-6011, 2024
2024
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