Ji Lin
Massachusetts Institute of Technology
H-index: 22
North America-United States
Top articles of Ji Lin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
PockEngine: Sparse and Efficient Fine-tuning in a Pocket | Ligeng Zhu Lanxiang Hu Ji Lin Wei-Ming Chen Wei-Chen Wang | 2023/10/28 | |
LIFT: Efficient Layer-wise Fine-tuning for Large Model Models | Ligeng Zhu Lanxiang Hu Ji Lin Song Han | 2023/10/13 | |
Offsite-tuning: Transfer learning without full model | arXiv preprint arXiv:2302.04870 | Guangxuan Xiao Ji Lin Song Han | 2023/2/9 |
Tiny Machine Learning: Progress and Futures [Feature] | Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Song Han | 2023/10/13 | |
Algorithm-System Co-design for Efficient and Hardware-Aware Embedded Machine Learning | Ji Lin Wei-Ming Chen Song Han | 2023/10/10 | |
Smoothquant: Accurate and efficient post-training quantization for large language models | Guangxuan Xiao Ji Lin Mickael Seznec Hao Wu Julien Demouth | 2023/7/3 | |
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 |
Efficient spatially sparse inference for conditional gans and diffusion models | IEEE Transactions on Pattern Analysis and Machine Intelligence | Muyang Li Ji Lin Chenlin Meng Stefano Ermon Song Han | 2023/9/15 |
On-device training under 256kb memory | Advances in Neural Information Processing Systems | Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Chuang Gan | 2022/12/6 |
Enable deep learning on mobile devices: Methods, systems, and applications | TODAES 2022 | Han Cai* Ji Lin* Yujun Lin* Zhijian Liu* Haotian Tang* | 2022/3/4 |
Mcunetv2: Memory-efficient patch-based inference for tiny deep learning | arXiv preprint arXiv:2110.15352 | Ji Lin Wei-Ming Chen Han Cai Chuang Gan Song Han | 2021/10/28 |
Network augmentation for tiny deep learning | Han Cai Chuang Gan Ji Lin Song Han | 2021/10/17 | |
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device | arXiv preprint arXiv:2109.13227 | Ji Lin Chuang Gan Kuan Wang Song Han | 2021/9/27 |
Anycost gans for interactive image synthesis and editing | CVPR'21 | Ji Lin Richard Zhang Frieder Ganz Song Han Jun-Yan Zhu | 2021/3/4 |
Lite transformer with long-short range attention | Zhanghao Wu* Zhijian Liu* Ji Lin Yujun Lin Song Han | 2020/4/24 | |
Mcunet: Tiny deep learning on iot devices | Advances in Neural Information Processing Systems | Ji Lin Wei-Ming Chen Yujun Lin Chuang Gan Song Han | 2020 |
Differentiable augmentation for data-efficient gan training | Advances in Neural Information Processing Systems (NeurIPS) | Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han | 2020/6/18 |
Apq: Joint search for network architecture, pruning and quantization policy | Tianzhe Wang Kuan Wang Han Cai Ji Lin Zhijian Liu | 2020 | |
Gan compression: Efficient architectures for interactive conditional gans | Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | Muyang Li Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu | 2020/3/19 |
Co-Authors
