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Shun Lu
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Darts-: robustly stepping out of performance collapse without indicators
X Chu, X Wang, B Zhang, S Lu, X Wei, J Yan
arXiv preprint arXiv:2009.01027, 2020
1572020
TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework
S Lu, J Li, J Tan, S Yang, J Liu
Advances in Neural Information Processing Systems 34, 15125-15137, 2021
292021
MixPath: A Unified Approach for One-shot Neural Architecture Search
X Chu, X Li, S Lu, B Zhang, J Li
arXiv preprint arXiv:2001.05887, 2020
222020
Dynamic coherent diffractive imaging with a physics-driven untrained learning method
D Yang, J Zhang, Y Tao, W Lv, S Lu, H Chen, W Xu, Y Shi
Optics Express 29 (20), 31426-31442, 2021
192021
Agnas: Attention-guided micro and macro-architecture search
Z Sun, Y Hu, S Lu, L Yang, J Mei, Y Han, X Li
International conference on machine learning, 20777-20789, 2022
132022
Searching for burgerformer with micro-meso-macro space design
L Yang, Y Hu, S Lu, Z Sun, J Mei, Y Han, X Li
International conference on machine learning, 25055-25069, 2022
92022
Pinat: A permutation invariance augmented transformer for nas predictor
S Lu, Y Hu, P Wang, Y Han, J Tan, J Li, S Yang, J Liu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8957-8965, 2023
62023
STC-NAS: Fast neural architecture search with source-target consistency
Z Sun, Y Hu, L Yang, S Lu, J Mei, Y Han, X Li
Neurocomputing 497, 227-238, 2022
52022
SpeechNAS: Towards better trade-off between latency and accuracy for large-scale speaker verification
W Zhu, T Kong, S Lu, J Li, D Zhang, F Deng, X Wang, S Yang, J Liu
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
52021
DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search
S Lu, Y Hu, L Yang, Z Sun, J Mei, Y Zeng, X Li, T ADlab
BMVC 2021, 2021
52021
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS
S Lu, Y Hu, L Yang, Z Sun, J Mei, J Tan, C Song
CVPR 2023, 2023
42023
Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS
Z Sun, Y Sun, L Yang, S Lu, J Mei, W Zhao, Y Hu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Conformer Space Neural Architecture Search for Multi-Task Audio Separation
S Lu, Y Wang, P Yao, C Li, J Tan, F Deng, X Wang, C Song
Proc. Interspeech 2022, 2022
12022
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation.
Y Wang, C Li, F Deng, S Lu, P Yao, J Tan, C Song, X Wang
INTERSPEECH, 5373-5377, 2022
12022
DDSAS: Dynamic and Differentiable Space-Architecture Search
L Yang, Y Hu, S Lu, Z Sun, J Mei, Y Zeng, Z Shi, Y Han, X Li
Asian Conference on Machine Learning, 284-299, 2021
12021
PHD-NAS: Preserving helpful data to promote Neural Architecture Search
S Lu, Y Hu, L Yang, J Mei, Z Sun, J Tan, C Song
Neurocomputing, 127646, 2024
2024
Sweet Gradient matters: Designing consistent and efficient estimator for Zero-shot Architecture Search
L Yang, Y Fu, S Lu, Z Sun, J Mei, W Zhao, Y Hu
Neural Networks 168, 237-255, 2023
2023
Towards Effective Neural Architecture Selection: The Promise of Self-Attention
Z Sun, Y Hu, L Yang, S Lu, J Mei, Y Han
Available at SSRN 4634144, 0
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