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Shun Lu
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Year
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
2412020
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
552021
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
442020
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
362021
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
352023
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
252023
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
252022
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
182023
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
142022
PID: physics-informed diffusion model for infrared image generation
F Mao, J Mei, S Lu, F Liu, L Chen, F Zhao, Y Hu
Pattern Recognition 169, 111816, 2026
132026
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
92022
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
82021
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
72023
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
72021
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 587, 127646, 2024
42024
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
22022
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
22021
MASTER: Multimodal Segmentation with Text Prompts
F Liu, S Lu, J Mei, Y Hu
CCF Intelligent Vehicles Symposium, 220-228, 2024
12024
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
UNIV: Unified Foundation Model for Infrared and Visible Modalities
F Mao, S Wang, J Mei, S Lu, C Min, F Liu, X Feng, M Wu, Y Hu
arXiv preprint arXiv:2509.15642, 2025
2025
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