Login / Signup
Guihong Li
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 22
Top Topics
Impulse Response
Acoustic Models
Neural Architecture
Adaptive Filter
Top Venues
CoRR
ICLR
CVPR
ACM Trans. Embed. Comput. Syst.
</>
Publications
</>
Hsiang Hsu
,
Guihong Li
,
Shaohan Hu
,
Chun-Fu Chen
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation.
CoRR
(2024)
Guihong Li
,
Hsiang Hsu
,
Chun-Fu Chen
,
Radu Marculescu
Machine Unlearning for Image-to-Image Generative Models.
CoRR
(2024)
Guihong Li
,
Hsiang Hsu
,
Chun-Fu Chen
,
Radu Marculescu
Machine Unlearning for Image-to-Image Generative Models.
ICLR
(2024)
Hsiang Hsu
,
Guihong Li
,
Shaohan Hu
,
Chun-Fu Chen
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation.
ICLR
(2024)
Yuedong Yang
,
Hung-Yueh Chiang
,
Guihong Li
,
Diana Marculescu
,
Radu Marculescu
Efficient Low-rank Backpropagation for Vision Transformer Adaptation.
CoRR
(2023)
Guihong Li
,
Kartikeya Bhardwaj
,
Yuedong Yang
,
Radu Marculescu
TIPS: Topologically Important Path Sampling for Anytime Neural Networks.
ICML
(2023)
Guihong Li
,
Yuedong Yang
,
Kartikeya Bhardwaj
,
Radu Marculescu
ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients.
ICLR
(2023)
Guihong Li
,
Hsiang Hsu
,
Chun-Fu Chen
,
Radu Marculescu
Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models.
CoRR
(2023)
Guihong Li
,
Yuedong Yang
,
Kartikeya Bhardwaj
,
Radu Marculescu
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients.
CoRR
(2023)
Guihong Li
,
Kartikeya Bhardwaj
,
Yuedong Yang
,
Radu Marculescu
TIPS: Topologically Important Path Sampling for Anytime Neural Networks.
CoRR
(2023)
Yuedong Yang
,
Guihong Li
,
Radu Marculescu
Efficient On-device Training via Gradient Filtering.
CoRR
(2023)
A. Alper Goksoy
,
Guihong Li
,
Sumit K. Mandal
,
Ümit Y. Ogras
,
Radu Marculescu
CANNON: Communication-Aware Sparse Neural Network Optimization.
IEEE Trans. Emerg. Top. Comput.
11 (4) (2023)
Yuedong Yang
,
Guihong Li
,
Radu Marculescu
Efficient On-Device Training via Gradient Filtering.
CVPR
(2023)
Yuedong Yang
,
Hung-Yueh Chiang
,
Guihong Li
,
Diana Marculescu
,
Radu Marculescu
Efficient Low-rank Backpropagation for Vision Transformer Adaptation.
NeurIPS
(2023)
Guihong Li
,
Duc Hoang
,
Kartikeya Bhardwaj
,
Ming Lin
,
Zhangyang Wang
,
Radu Marculescu
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities.
CoRR
(2023)
Dawei Liang
,
Guihong Li
,
Rebecca Adaimi
,
Radu Marculescu
,
Edison Thomaz
AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models.
ISWC
(2022)
Guihong Li
,
Sumit K. Mandal
,
Ümit Y. Ogras
,
Radu Marculescu
FLASH: Fast Neural Architecture Search with Hardware Optimization.
ACM Trans. Embed. Comput. Syst.
20 (5s) (2021)
Kartikeya Bhardwaj
,
Guihong Li
,
Radu Marculescu
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections?
CVPR
(2021)
Guihong Li
,
Sumit K. Mandal
,
Ümit Y. Ogras
,
Radu Marculescu
FLASH: Fast Neural Architecture Search with Hardware Optimization.
CoRR
(2021)
Allen-Jasmin Farcas
,
Guihong Li
,
Kartikeya Bhardwaj
,
Radu Marculescu
A Hardware Prototype Targeting Distributed Deep Learning for On-device Inference.
CVPR Workshops
(2020)
Shujuan Yin
,
Zheyu Liu
,
Guihong Li
,
Fei Qiao
,
Qi Wei
,
Yuanfeng Wu
,
Lianru Gao
,
Xinjun Liu
,
Huazhong Yang
RARA: Dataflow Based Error Compensation Methods with Runtime Accuracy-Reconfigurable Adder.
ISQED
(2020)
Zheyu Liu
,
Guihong Li
,
Fei Qiao
,
Qi Wei
,
Ping Jin
,
Xinjun Liu
,
Huazhong Yang
Concrete: A Per-layer Configurable Framework for Evaluating DNN with Approximate Operators.
ICASSP
(2019)
Songlin Sun
,
Tiantian Ran
,
Na Chen
,
Guihong Li
,
Chenglin Zhao
Design and complexity analysis of an improved adaptive filtering algorithm for non-sparse impulse response.
EURASIP J. Wirel. Commun. Netw.
2014 (2014)
Guihong Li
,
Xiaojun Jing
,
Songlin Sun
,
Hai Huang
An improved channel estimation based on generalized DFT for OFDM system.
ISCIT
(2014)