Guihong Li

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Impulse Response

Acoustic Models

Neural Architecture

Adaptive Filter

Top Venues

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)