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Yanyu Li
Yanyu Li
PhD Candidate, Northeastern University
Verified email at northeastern.edu
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Cited by
Year
Efficientformer: Vision transformers at mobilenet speed
Y Li, G Yuan, Y Wen, J Hu, G Evangelidis, S Tulyakov, Y Wang, J Ren
Advances in Neural Information Processing Systems 35, 12934-12949, 2022
1522022
Yolobile: Real-time object detection on mobile devices via compression-compilation co-design
Y Cai, H Li, G Yuan, W Niu, Y Li, X Tang, B Ren, Y Wang
Proceedings of the AAAI conference on artificial intelligence 35 (2), 955-963, 2021
932021
Mix and match: A novel fpga-centric deep neural network quantization framework
SE Chang, Y Li, M Sun, R Shi, HKH So, X Qian, Y Wang, X Lin
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
802021
Rethinking vision transformers for mobilenet size and speed
Y Li, J Hu, Y Wen, G Evangelidis, K Salahi, Y Wang, S Tulyakov, J Ren
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
512023
Film-qnn: Efficient fpga acceleration of deep neural networks with intra-layer, mixed-precision quantization
M Sun, Z Li, A Lu, Y Li, SE Chang, X Ma, X Lin, Z Fang
Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022
362022
Npas: A compiler-aware framework of unified network pruning and architecture search for beyond real-time mobile acceleration
Z Li, G Yuan, W Niu, P Zhao, Y Li, Y Cai, X Shen, Z Zhan, Z Kong, Q Jin, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
31*2021
Snapfusion: Text-to-image diffusion model on mobile devices within two seconds
Y Li, H Wang, Q Jin, J Hu, P Chemerys, Y Fu, Y Wang, S Tulyakov, J Ren
Advances in Neural Information Processing Systems 36, 2024
232024
Auto-vit-acc: An fpga-aware automatic acceleration framework for vision transformer with mixed-scheme quantization
Z Lit, M Sun, A Lu, H Ma, G Yuan, Y Xie, H Tang, Y Li, M Leeser, Z Wang, ...
2022 32nd International Conference on Field-Programmable Logic and …, 2022
222022
RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions
SE Chang, Y Li, M Sun, W Jiang, S Liu, Y Wang, X Lin
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
17*2021
Pruning-as-search: Efficient neural architecture search via channel pruning and structural reparameterization
Y Li, P Zhao, G Yuan, X Lin, Y Wang, X Chen
IJCAI 2022, 2022
162022
Compiler-aware neural architecture search for on-mobile real-time super-resolution
Y Wu, Y Gong, P Zhao, Y Li, Z Zhan, W Niu, H Tang, M Qin, B Ren, ...
European Conference on Computer Vision, 92-111, 2022
142022
AirNN: Over-the-air computation for neural networks via reconfigurable intelligent surfaces
SG Sanchez, G Reus-Muns, C Bocanegra, Y Li, U Muncuk, Y Naderi, ...
IEEE/ACM Transactions on Networking, 2022
9*2022
Automated deep learning-based wide-band receiver
B Azari, H Cheng, N Soltani, H Li, Y Li, M Belgiovine, T Imbiriba, S D’Oro, ...
Computer Networks 218, 109367, 2022
92022
Neural network-based OFDM receiver for resource constrained IoT devices
N Soltani, H Cheng, M Belgiovine, Y Li, H Li, B Azari, S D'Oro, T Imbiriba, ...
IEEE Internet of Things Magazine 5 (3), 158-164, 2022
92022
Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge
C Yang, P Zhao, Y Li, W Niu, J Guan, H Tang, M Qin, B Ren, X Lin, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
62023
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
G Yuan, Y Li, S Li, Z Kong, S Tulyakov, X Tang, Y Wang, J Ren
Advances in Neural Information Processing Systems 35, 19061-19074, 2022
6*2022
Late Breaking Results: FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization
M Sun, Z Li, A Lu, H Ma, G Yuan, Y Xie, H Tang, Y Li, M Leeser, Z Wang, ...
Proceedings of the 59th Design Automation Conference (DAC), 2022
5*2022
Hyperhuman: Hyper-realistic human generation with latent structural diffusion
X Liu, J Ren, A Siarohin, I Skorokhodov, Y Li, D Lin, X Liu, Z Liu, ...
arXiv preprint arXiv:2310.08579, 2023
42023
Fault-tolerant deep neural networks for processing-in-memory based autonomous edge systems
S Wang, G Yuan, X Ma, Y Li, X Lin, B Kailkhura
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 424-429, 2022
32022
Towards real-time segmentation on the edge
Y Li, C Yang, P Zhao, G Yuan, W Niu, J Guan, H Tang, M Qin, Q Jin, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (2), 1468-1476, 2023
22023
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