Li, Guihong

15 publications

CVPRW 2025 From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures Mustafa Munir, Guihong Li, Md Mostafijur Rahman, Alex Zhang, Radu Marculescu

WACV 2025 Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation Xiwen Wei, Guihong Li, Radu Marculescu

NeurIPS 2025 Zebra-Llama: Towards Extremely Efficient Hybrid Models Mingyu Yang, Mehdi Rezagholizadeh, Guihong Li, Vikram Appia, Emad Barsoum

CVPRW 2024 Cache and Reuse: Rethinking the Efficiency of On-Device Transfer Learning Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu

ICLR 2024 Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen

NeurIPSW 2024 Fairness Implications of Machine Unlearning: Bias Risks in Removing NSFW Content from Text-to-Image Models Xiwen Wei, Guihong Li, Radu Marculescu

CVPRW 2024 Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models Guihong Li, Hsiang Hsu, Chun-Fu Richard Chen, Radu Marculescu

ICLR 2024 Machine Unlearning for Image-to-Image Generative Models Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu

NeurIPSW 2024 Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation Xiwen Wei, Guihong Li, Radu Marculescu

NeurIPS 2023 Efficient Low-Rank Backpropagation for Vision Transformer Adaptation Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu

CVPR 2023 Efficient On-Device Training via Gradient Filtering Yuedong Yang, Guihong Li, Radu Marculescu

ICML 2023 TIPS: Topologically Important Path Sampling for Anytime Neural Networks Guihong Li, Kartikeya Bhardwaj, Yuedong Yang, Radu Marculescu

ICLR 2023 ZiCo: Zero-Shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li, Yuedong Yang, Kartikeya Bhardwaj, Radu Marculescu

CVPR 2021 How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks with DenseNet-Type Skip Connections? Kartikeya Bhardwaj, Guihong Li, Radu Marculescu

CVPRW 2020 A Hardware Prototype Targeting Distributed Deep Learning for On-Device Inference Allen-Jasmin Farcas, Guihong Li, Kartikeya Bhardwaj, Radu Marculescu