Chenhui Deng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Graph Embedding

Analog Circuits

Special Session

Top Venues

Publications

Chenhui Deng, Zichao Yue, Zhiru Zhang
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time. CoRR (2024)
Wuxinlin Cheng, Chenhui Deng, Ali Aghdaei, Zhiru Zhang, Zhuo Feng
SAGMAN: Stability Analysis of Graph Neural Networks on the Manifolds. CoRR (2024)
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 (2024)
Chenhui Deng, Zichao Yue, Zhiru Zhang
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time. ICLR (2024)
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)
Chenhui Deng, Xiuyu Li, Zhuo Feng, Zhiru Zhang
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks. LoG (2022)
Chenhui Deng, Xiuyu Li, Zhuo Feng, Zhiru Zhang
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks. CoRR (2022)
Wuxinlin Cheng, Chenhui Deng, Zhiqiang Zhao, Yaohui Cai, Zhiru Zhang, Zhuo Feng
SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation. CoRR (2021)
Jiajia Jiao, Debjit Pal, Chenhui Deng, Zhiru Zhang
GLAIVE: Graph Learning Assisted Instruction Vulnerability Estimation. DATE (2021)
Xiaohan Gao, Chenhui Deng, Mingjie Liu, Zhiru Zhang, David Z. Pan, Yibo Lin
Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks. ASP-DAC (2021)
Wuxinlin Cheng, Chenhui Deng, Zhiqiang Zhao, Yaohui Cai, Zhiru Zhang, Zhuo Feng
SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation. ICML (2021)
Ecenur Ustun, Chenhui Deng, Debjit Pal, Zhijing Li, Zhiru Zhang
Accurate Operation Delay Prediction for FPGA HLS Using Graph Neural Networks. ICCAD (2020)
Chenhui Deng, Zhiqiang Zhao, Yongyu Wang, Zhiru Zhang, Zhuo Feng
GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding. ICLR (2020)
Chenhui Deng, Zhiqiang Zhao, Yongyu Wang, Zhiru Zhang, Zhuo Feng
GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding. CoRR (2019)