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Chenhui Deng
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2020 – today
- 2024
- [c9]Chenhui Deng
, Zichao Yue
Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits. DAC 2024: 175:1-175:6 - [c8]Chenhui Deng, Zichao Yue, Zhiru Zhang:
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time. ICLR 2024 - [i6]Wuxinlin Cheng, Chenhui Deng, Ali Aghdaei, Zhiru Zhang, Zhuo Feng:
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds. CoRR abs/2402.08653 (2024) - [i5]Chenhui Deng, Zichao Yue, Zhiru Zhang:
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time. CoRR abs/2403.01232 (2024) - [i4]Chenhui Deng, Zichao Yue, Cunxi Yu, Gokce Sarar, Ryan Carey, Rajeev Jain, Zhiru Zhang:
Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits. CoRR abs/2403.01317 (2024) - 2023
- [c7]Erika S. Alcorta, Andreas Gerstlauer, Chenhui Deng, Qi Sun, Zhiru Zhang, Ceyu Xu, Lisa Wu Wills, Daniela Sanchez Lopera, Wolfgang Ecker, Siddharth Garg, Jiang Hu:
Special Session: Machine Learning for Embedded System Design. CODES+ISSS 2023: 28-37 - 2022
- [c6]Chenhui Deng, Xiuyu Li, Zhuo Feng, Zhiru Zhang:
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks. LoG 2022: 3 - [i3]Chenhui Deng, Xiuyu Li, Zhuo Feng, Zhiru Zhang:
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks. CoRR abs/2201.12741 (2022) - 2021
- [c5]Xiaohan Gao, Chenhui Deng, Mingjie Liu, Zhiru Zhang
Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks. ASP-DAC 2021: 152-157 - [c4]Jiajia Jiao, Debjit Pal
GLAIVE: Graph Learning Assisted Instruction Vulnerability Estimation. DATE 2021: 82-87 - [c3]Wuxinlin Cheng, Chenhui Deng, Zhiqiang Zhao, Yaohui Cai, Zhiru Zhang, Zhuo Feng:
SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation. ICML 2021: 1814-1824 - [i2]Wuxinlin Cheng, Chenhui Deng, Zhiqiang Zhao, Yaohui Cai, Zhiru Zhang, Zhuo Feng:
SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation. CoRR abs/2102.03716 (2021) - 2020
- [c2]Ecenur Ustun, Chenhui Deng, Debjit Pal
Accurate Operation Delay Prediction for FPGA HLS Using Graph Neural Networks. ICCAD 2020: 87:1-87:9 - [c1]Chenhui Deng, Zhiqiang Zhao, Yongyu Wang, Zhiru Zhang, Zhuo Feng:
GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding. ICLR 2020
2010 – 2019
- 2019
- [i1]Chenhui Deng, Zhiqiang Zhao, Yongyu Wang, Zhiru Zhang, Zhuo Feng:
GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding. CoRR abs/1910.02370 (2019)
Coauthor Index
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