| 2025 | CVPR | From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures. | Mustafa Munir, Guihong Li, Md Mostafijur Rahman, Alex Zhang, Radu Marculescu |
| 2025 | WACV | Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation. | Xiwen Wei, Guihong Li, Radu Marculescu |
| 2024 | CVPR | Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models. | Guihong Li, Hsiang Hsu, Chun-Fu Richard Chen, Radu Marculescu |
| 2024 | CVPR | Cache and Reuse: Rethinking the Efficiency of On-device Transfer Learning. | Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu |
| 2024 | ICLR | Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation. | Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen |
| 2024 | ICLR | Machine Unlearning for Image-to-Image Generative Models. | Guihong Li, Hsiang Hsu, Chun-Fu Chen, Radu Marculescu |
| 2023 | CVPR | Efficient On-Device Training via Gradient Filtering. | Yuedong Yang, Guihong Li, Radu Marculescu |
| 2023 | ICLR | ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients. | Guihong Li, Yuedong Yang, Kartikeya Bhardwaj, Radu Marculescu |
| 2023 | ICML | TIPS: Topologically Important Path Sampling for Anytime Neural Networks. | Guihong Li, Kartikeya Bhardwaj, Yuedong Yang, Radu Marculescu |
| 2022 | ISWC | AudioIMU: Enhancing Inertial Sensing-Based Activity Recognition with Acoustic Models. | Dawei Liang, Guihong Li, Rebecca Adaimi, Radu Marculescu, Edison Thomaz |
| 2021 | CVPR | How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? | Kartikeya Bhardwaj, Guihong Li, Radu Marculescu |
| 2020 | CVPR | A Hardware Prototype Targeting Distributed Deep Learning for On-device Inference. | Allen-Jasmin Farcas, Guihong Li, Kartikeya Bhardwaj, Radu Marculescu |
| 2019 | ICASSP | Concrete: A Per-layer Configurable Framework for Evaluating DNN with Approximate Operators. | Zheyu Liu, Guihong Li, Fei Qiao, Qi Wei, Ping Jin, Xinjun Liu, Huazhong Yang |