Song Han
Massachusetts Institute of Technology
H-index: 55
North America-United States
Top articles of Song Han
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
NAPA: intermediate-level variational native-pulse ansatz for variational quantum algorithms | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Zhiding Liang Jinglei Cheng Hang Ren Hanrui Wang Fei Hua | 2024/1/17 |
Lightening-transformer: A dynamically-operated optically-interconnected photonic transformer accelerator | Hanqing Zhu Jiaqi Gu Hanrui Wang Zixuan Jiang Zhekai Zhang | 2024/3/2 | |
Algorithm-System Co-design for Efficient and Hardware-Aware Embedded Machine Learning | Ji Lin Wei-Ming Chen Song Han | 2023/10/10 | |
Sparse Refinement for Efficient High-Resolution Semantic Segmentation | Zhijian Liu Zhuoyang Zhang Shang Yang Haotian Tang Chenfeng Xu | 2023/10/13 | |
Vila: On pre-training for visual language models | arXiv preprint arXiv:2312.07533 | Ji Lin Hongxu Yin Wei Ping Yao Lu Pavlo Molchanov | 2023/12/12 |
Awq: Activation-aware weight quantization for llm compression and acceleration | arXiv preprint arXiv:2306.00978 | Ji Lin Jiaming Tang Haotian Tang Shang Yang Xingyu Dang | 2023/6/1 |
Flatformer: Flattened window attention for efficient point cloud transformer | Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han | 2023/1/20 |
Torchsparse++: Efficient point cloud engine | Haotian Tang Shang Yang Zhijian Liu Ke Hong Zhongming Yu | 2023 | |
Smoothquant: Accurate and efficient post-training quantization for large language models | Guangxuan Xiao Ji Lin Mickael Seznec Hao Wu Julien Demouth | 2023/7/3 | |
Torchsparse++: Efficient training and inference framework for sparse convolution on gpus | Haotian Tang Shang Yang Zhijian Liu Ke Hong Zhongming Yu | 2023/10/28 | |
EfficientViT: Lightweight multi-scale attention for high-resolution dense prediction | arXiv preprint arXiv:2205.14756 | Han Cai Junyan Li Muyan Hu Chuang Gan Song Han | 2022/5/29 |
Efficient streaming language models with attention sinks | arXiv preprint arXiv:2309.17453 | Guangxuan Xiao Yuandong Tian Beidi Chen Song Han Mike Lewis | 2023/9/29 |
DGR: Tackling Drifted and Correlated Noise in Quantum Error Correction via Decoding Graph Re-weighting | arXiv preprint arXiv:2311.16214 | Hanrui Wang Pengyu Liu Yilian Liu Jiaqi Gu Jonathan Baker | 2023/11/27 |
Bevfusion: Multi-task multi-sensor fusion with unified bird's-eye view representation | Zhijian Liu Haotian Tang Alexander Amini Xinyu Yang Huizi Mao | 2023/5/29 | |
Retrospective: Eie: Efficient inference engine on sparse and compressed neural network | arXiv preprint arXiv:2306.09552 | Song Han Xingyu Liu Huizi Mao Jing Pu Ardavan Pedram | 2023/6/15 |
Tiny Machine Learning: Progress and Futures [Feature] | Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han | 2023/10/13 | |
PockEngine: Sparse and Efficient Fine-tuning in a Pocket | Ligeng Zhu Lanxiang Hu Ji Lin Wei-Ming Chen Wei-Chen Wang | 2023/10/28 | |
Algorithm-System-Hardware Co-Design for Efficient 3D Deep Learning | World Scientific Annual Review of Artificial Intelligence | Zhijian Liu Haotian Tang Yujun Lin Song Han | 2023/12/28 |
Fastcomposer: Tuning-free multi-subject image generation with localized attention | arXiv preprint arXiv:2305.10431 | Guangxuan Xiao Tianwei Yin William T Freeman Frédo Durand Song Han | 2023/5/17 |
Sparsevit: Revisiting activation sparsity for efficient high-resolution vision transformer | Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao | 2023/3/30 |
Co-Authors
