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Yang Sui
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引用次数
年份
CHIP: CHannel independence-based pruning for compact neural networks
Y Sui, M Yin, Y Xie, H Phan, S Zonouz, B Yuan
NeurIPS 2021, 2021
1332021
Towards efficient tensor decomposition-based dnn model compression with optimization framework
M Yin, Y Sui, S Liao, B Yuan
CVPR 2021, 2021
902021
GoSPA: an energy-efficient high-performance globally optimized sparse convolutional neural network accelerator
C Deng, Y Sui, S Liao, X Qian, B Yuan
ISCA 2021, 2021
702021
HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks
M Yin, Y Sui, W Yang, X Zang, Y Gong, B Yuan
CVPR 2022, 2022
162022
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks
J Xiao, C Zhang, Y Gong, M Yin, Y Sui, L Xiang, D Tao, B Yuan
AAAI 2023, 2023
122023
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness
H Phan, M Yin, Y Sui, B Yuan, S Zonouz
AAAI 2023, 2023
72023
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition
Y Gong, M Yin, L Huang, C Deng, Y Sui, B Yuan
arXiv preprint arXiv:2212.02046, 2022
72022
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks
Y Sui, M Yin, Y Gong, J Xiao, H Phan, B Yuan
arXiv preprint arXiv:2401.10341, 2024
6*2024
Sweep frequency method with variance weight probability for temperature extraction of the Brillouin gain spectrum based on an artificial neural network
MH Wang, Y Sui, WN Zhou, W Dong, XD Zhang
Optics Express, 2021
62021
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models
Y Sui, H Phan, J Xiao, T Zhang, Z Tang, C Shi, Y Wang, Y Chen, B Yuan
arXiv preprint arXiv:2402.02739, 2024
42024
ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks
Y Gong, M Yin, L Huang, J Xiao, Y Sui, C Deng, B Yuan
ISCA 2023, 2023
42023
AIoT enabled resampling filter for temperature extraction of the Brillouin gain spectrum
MH Wang, Y Sui, WN Zhou, X An, W Dong
Optics Express, 2022
42022
MOPED: Efficient Motion Planning Engine with Flexible Dimension Support
L Huang, Y Gong, Y Sui, X Zang, B Yuan
HPCA 2024, 2024
32024
Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations
Y Sui, Z Li, D Ding, X Pan, X Xu, S Liu, Z Chen
ICML 2023 Workshop (Spotlight Presentation), 2023
32023
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
Y Sui, Y Li, A Kag, Y Idelbayev, J Cao, J Hu, D Sagar, B Yuan, S Tulyakov, ...
NeurIPS 2024, 2024
22024
Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study
B Zhang, Y Sui, L Huang, S Liao, C Deng, B Yuan
ICCAD 2021, 2021
22021
Corner-to-Center long-range context model for efficient learned image compression
Y Sui, D Ding, X Pan, X Xu, S Liu, B Yuan, Z Chen
Journal of Visual Communication and Image Representation, 2024
12024
In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar
Y Sui, M Zhu, L Huang, CTM Wu, B Yuan
ICCAD 2023, 2023
12023
DynGMP: Graph Neural Network-Based Motion Planning in Unpredictable Dynamic Environments
W Zhang, X Zang, L Huang, Y Sui, J Yu, Y Chen, B Yuan
IROS 2023, 2023
12023
DSPIMM: A Fully Digital SParse In-Memory Matrix Vector Multiplier for Communication Applications
A Sridharan, F Zhang, Y Sui, B Yuan, D Fan
DAC 2023, 2023
12023
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