Yawei Li

@article{chen2026prismquant,
  title = {PrismQuant: Optimal Null-Space Rotations for Grouped Quantizers},
  author = {Chen, Yanlong and Chen, Yining and Zhang, Song and Habibian, Amirhossein and Li, Yawei},
  journal = {arXiv preprint arXiv:2609.32429},
  year = {2026},
}

@inproceedings{chen2026grace,
  title = {Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs},
  author = {Chen, Yanlong and Habibian, Amirhossein and Benini, Luca and Li, Yawei},
  booktitle = {Proceedings of International Conference on Machine Learning (ICML)},
  year = {2026},
  doi = {10.48550/arXiv.2601.22709}
}

@inproceedings{guo2026optimal,
  title = {Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs},
  author = {Guo, Hang and Benini, Luca and Li, Yawei},
  booktitle = {The Fourteenth International Conference on Learning Representations (ICLR)},
  year = {2026},
}

@inproceedings{chen2025physiowave,
  title = {PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation},
  author = {Chen, Yanlong and Orlandi, Mattia and Rapa, Pierangelo Maria and Benatti, Simone and Benini, Luca and Li, Yawei},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  doi = {10.48550/arXiv.2506.10351},
}

@inproceedings{doner2025luna,
  title = {LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis},
  author = {D{\"o}ner, Berkay and Ingolfsson, Thorir Mar and Benini, Luca and Li, Yawei},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  doi = {10.48550/arXiv.2510.22257},
}

@inproceedings{hang2025fastvar,
  title = {{FastVAR}: Linear Visual Autoregressive Modeling via Cached Token Pruning},
  author = {Guo, Hang and Li, Yawei and Zhang, Taolin and Wang, Jiangshan and Dai, Tao and Xia, Shu-Tao and Benini, Luca},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
  doi = {10.48550/arXiv.2503.23367},
  year = {2025}
}

@inproceedings{zhang2025flatattention,
  title = {FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators},
  booktitle = {IEEE Computer Society Annual Symposium on VLSI},
  author = {Zhang, Chi and Colagrande, Luca and Andri, Renzo and Benz, Thomas and Islamoglu, Gamze and Nadalini, Alessandro and Conti, Francesco and Li, Yawei and Benini, Luca},
  doi = {10.48550/arXiv.2505.18824},
  year = {2025}
}

@inproceedings{guo2025mambairv2,
  title = {{MambaIRv2}: Attentive State Space Restoration},
  author = {Guo, Hang and Guo, Yong and Zha, Yaohua and Zhang, Yulun and Li, Wenbo and Dai, Tao and Xia, Shu-Tao and Li, Yawei},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2025},
  doi = {10.1109/CVPR52734.2025.02619}
}

@inproceedings{ren2024sharing,
  title = {Sharing Key Semantics in Transformer Makes Efficient Image Restoration},
  author = {Ren, Bin and Li, Yawei and Liang, Jingyun and Ranjan, Rakesh and Liu, Mengyuan and Cucchiara, Rita and Van Gool, Luc and Yang, Ming-Hsuan and Sebe, Nicu},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2024},
  doi = {10.48550/arXiv.2405.20008}
}

@inproceedings{moosmann2024ultra,
  title = {Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with {TinyissimoYOLO}},
  author = {Moosmann, Julian and Bonazzi, Pietro and Li, Yawei and Bian, Sizhen and Mayer, Philipp and Benini, Luca and Magno, Michele},
  booktitle = {Proceedings of the European conference on computer vision Workshops},
  year = {2024},
  doi = {10.1007/978-3-031-91989-3_17}
}

@inproceedings{bonazzi2024retina,
  title = {Retina: Low-Power Eye Tracking with Event Camera and Spiking Hardware},
  author = {Bonazzi, Pietro and Bian, Sizhen and Lippolis, Giovanni and Li, Yawei and Sheik, Sadique and Magno, Michele},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year = {2024},
  doi = {10.1109/CVPRW63382.2024.00577}
}

@inproceedings{li2023localvit,
  title = {{LocalViT}: Analyzing Locality in Vision Transformers},
  author = {Li, Yawei and Zhang, Kai and Cao, Jiezhang and Timofte, Radu and Magno, Michele and Benini, Luca and Van Gool, Luc},
  booktitle = {Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems},
  year = {2023},
  doi = {10.1109/IROS55552.2023.10342025}
}

@inproceedings{bonazzi2023tinytracker,
  title = {{TinyTracker}: Ultra-Fast and Ultra-Low-Power Edge Vision for In-Sensor Gaze Estimation},
  author = {Bonazzi, Pietro and Ruegg, Thomas and Bian, Sizhen and Li, Yawei and Magno, Michele},
  booktitle = {Proceedings of IEEE Sensors},
  year = {2023},
  doi = {10.1109/SENSORS56945.2023.10325167}
}

@inproceedings{li2023efficient,
  title = {Efficient and Explicit Modelling of Image Hierarchies for Image Restoration},
  author = {Li, Yawei and Fan, Yuchen and Xiang, Xiaoyu and Demandolx, Denis and Ranjan, Rakesh and Timofte, Radu and Van Gool, Luc},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  doi = {10.1109/CVPR52729.2023.01753},
  year = {2023}
}

@inproceedings{li2022revisiting,
  title = {Revisiting Random Channel Pruning for Neural Network Compression},
  author = {Li, Yawei and Adamczewski, Kamil and Li, Wen and Gu, Shuhang and Timofte, Radu and Van Gool, Luc},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2022},
  doi = {10.1109/CVPR52688.2022.00029}
}

@inproceedings{li2020dhp,
  title = {{DHP}: Differentiable Meta Pruning via HyperNetworks},
  author = {Li, Yawei and Gu, Shuhang and Zhang, Kai and Van Gool, Luc and Timofte, Radu},
  booktitle = {Proceedings of the European Conference on Computer Vision},
  year = {2020},
  doi = {10.1007/978-3-030-58598-3_36}
}

@inproceedings{li2020group,
  title = {Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression},
  author = {Li, Yawei and Gu, Shuhang and Mayer, Christoph and Van Gool, Luc and Timofte, Radu},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2020},
  doi = {10.1109/CVPR42600.2020.00804}
}