​
Login / Signup
Chenhui Deng
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 14
Top Topics
Graph Embedding
Analog Circuits
Neural Network
Special Session
Top Venues
CoRR
ICLR
LoG
ASP-DAC
</>
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)