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Ligeng Zhu
Ligeng Zhu
Ph.D. student, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Deep Leakage from Gradients
L Zhu, Z Liu, S Han
Neural Information Processing Systems (NeurIPS), 2019, 2019
20872019
Proxylessnas: Direct neural architecture search on target task and hardware
H Cai, L Zhu, S Han
International Conference on Learning Representations (ICLR), 2019, 2018
20772018
Tinytl: Reduce memory, not parameters for efficient on-device learning
H Cai, C Gan, L Zhu, S Han
Advances in Neural Information Processing Systems 33, 11285-11297, 2020
294*2020
Hat: Hardware-aware transformers for efficient natural language processing
H Wang, Z Wu, Z Liu, H Cai, L Zhu, C Gan, S Han
arXiv preprint arXiv:2005.14187, 2020
2792020
On-device training under 256kb memory
J Lin, L Zhu, WM Chen, WC Wang, C Gan, S Han
Advances in Neural Information Processing Systems 35, 22941-22954, 2022
1362022
Enable deep learning on mobile devices: Methods, systems, and applications
H Cai, J Lin, Y Lin, Z Liu, H Tang, H Wang, L Zhu, S Han
ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (3 …, 2022
822022
Sparsely aggregated convolutional networks
L Zhu, R Deng, M Maire, Z Deng, G Mori, P Tan
Proceedings of the European Conference on Computer Vision (ECCV), 186-201, 2018
742018
Ios: Inter-operator scheduler for cnn acceleration
Y Ding, L Zhu, Z Jia, G Pekhimenko, S Han
Proceedings of Machine Learning and Systems 3, 167-180, 2021
562021
Delayed gradient averaging: Tolerate the communication latency for federated learning
L Zhu, H Lin, Y Lu, Y Lin, S Han
Advances in Neural Information Processing Systems 34, 29995-30007, 2021
532021
Automl for architecting efficient and specialized neural networks
H Cai, J Lin, Y Lin, Z Liu, K Wang, T Wang, L Zhu, S Han
IEEE Micro 40 (1), 75-82, 2019
51*2019
Small object sensitive segmentation of urban street scene with spatial adjacency between object classes
D Guo, L Zhu, Y Lu, H Yu, S Wang
IEEE Transactions on Image Processing 28 (6), 2643-2653, 2018
442018
Datamix: Efficient privacy-preserving edge-cloud inference
Z Liu, Z Wu, C Gan, L Zhu, S Han
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
352020
THOP: PyTorch-OpCounter
L Zhu
THOP: PyTorch-OpCounter, 2022
292022
Attribute recognition from adaptive parts
L Yang, L Zhu, Y Wei, S Liang, P Tan
arXiv preprint arXiv:1607.01437, 2016
232016
Proxylessnas: direct neural architecture search on target task and hardware (2018)
H Cai, L Zhu, S Han
arXiv preprint arXiv:1812.00332, 2018
172018
Federated learning
L Zhu, S Han
Cham: Springer, 17-31, 2020
112020
Does colour really matter? Evaluation via object classification
B Funt, L Zhu
Color and Imaging Conference 26, 268-271, 2018
102018
Tiny Machine Learning: Progress and Futures [Feature]
J Lin, L Zhu, WM Chen, WC Wang, S Han
IEEE Circuits and Systems Magazine 23 (3), 8-34, 2023
82023
PockEngine: Sparse and Efficient Fine-tuning in a Pocket
L Zhu, L Hu, J Lin, WM Chen, WC Wang, C Gan, S Han
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
32023
Distributed training across the world
L Zhu, Y Lu, Y Lin, S Han
32019
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Articles 1–20