Chenhui Deng

According to our database, Chenhui Deng authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits.

Chenhui Deng, Zichao Yue, Cunxi Yu, Gokce Sarar, Ryan Carey, Rajeev Jain, Zhiru Zhang

CoRR, 2024

Polynormer: Polynomial-Expressive Graph Transformer in Linear Time.

Chenhui Deng, Zichao Yue, Zhiru Zhang

CoRR, 2024

SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds.

Wuxinlin Cheng, Chenhui Deng, Ali Aghdaei, Zhiru Zhang, Zhuo Feng

CoRR, 2024

2023

Special Session: Machine Learning for Embedded System Design.

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

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2023

2022

GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks.

Chenhui Deng, Xiuyu Li, Zhuo Feng, Zhiru Zhang

Proceedings of the Learning on Graphs Conference, 2022

2021

SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation.

Wuxinlin Cheng, Chenhui Deng, Zhiqiang Zhao, Yaohui Cai, Zhiru Zhang, Zhuo Feng

Proceedings of the 38th International Conference on Machine Learning, 2021

GLAIVE: Graph Learning Assisted Instruction Vulnerability Estimation.

Jiajia Jiao, Debjit Pal, Chenhui Deng, Zhiru Zhang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks.

Xiaohan Gao, Chenhui Deng, Mingjie Liu, Zhiru Zhang, David Z. Pan, Yibo Lin

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding.

Chenhui Deng, Zhiqiang Zhao, Yongyu Wang, Zhiru Zhang, Zhuo Feng

Proceedings of the 8th International Conference on Learning Representations, 2020

Accurate Operation Delay Prediction for FPGA HLS Using Graph Neural Networks.

Ecenur Ustun, Chenhui Deng, Debjit Pal, Zhijing Li, Zhiru Zhang

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020