Æȷοì
Li Yang
Á¦¸ñ
Àοë
Àοë
¿¬µµ
A fully onchip binarized convolutional neural network fpga impelmentation with accurate inference
L Yang, Z He, D Fan
Proceedings of the International Symposium on Low Power Electronics and ¡¦, 2018
542018
TRGP: Trust Region Gradient Projection for Continual Learning
S Lin, L Yang, D Fan, J Zhang
ICLR¡®22, 2022
462022
Structured pruning of RRAM crossbars for efficient in-memory computing acceleration of deep neural networks
J Meng, L Yang, X Peng, S Yu, D Fan, JS Seo
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (5), 1576-1580, 2021
352021
Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks
L Yang, Z He, D Fan
AAAI'20, 2020
302020
Thermodynamic modeling of YO1. 5-TaO2. 5 system and the effects of elastic strain energy and diffusion on phase transformation of YTaO4
F Zhang, G Zhang, L Yang, Y Zhou, Y Du
Journal of the European Ceramic Society 39 (15), 5036-5047, 2019
282019
Sparse BD-Net: A multiplication-less DNN with sparse binarized depth-wise separable convolution
Z He, L Yang, S Angizi, AS Rakin, D Fan
ACM Journal on Emerging Technologies in Computing Systems (JETC) 16 (2), 1-24, 2020
202020
Robust sparse regularization: Simultaneously optimizing neural network robustness and compactness
AS Rakin, Z He, L Yang, Y Wang, L Wang, D Fan
arXiv preprint arXiv:1905.13074, 2019
202019
Ra-bnn: Constructing robust & accurate binary neural network to simultaneously defend adversarial bit-flip attack and improve accuracy
AS Rakin, L Yang, J Li, F Yao, C Chakrabarti, Y Cao, J Seo, D Fan
arXiv preprint arXiv:2103.13813, 2021
192021
Rep-Net: Efficient On-Device Learning via Feature Reprogramming
L Yang, AS Rakin, D Fan
CVPR'22, 12277-12286, 2022
162022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer
S Lin, L Yang, D Fan, J Zhang
NeurIPS'22, 2022
152022
Temperature-resilient rram-based in-memory computing for dnn inference
J Meng, W Shim, L Yang, I Yeo, D Fan, S Yu, J Seo
IEEE Micro 42 (1), 89-98, 2021
142021
Non-uniform dnn structured subnets sampling for dynamic inference
L Yang, Z He, Y Cao, D Fan
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
132020
A flexible processing-in-memory accelerator for dynamic channel-adaptive deep neural networks
L Yang, S Angizi, D Fan
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 313-318, 2020
132020
Binarized depthwise separable neural network for object tracking in fpga
L Yang, Z He, D Fan
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 347-350, 2019
122019
Gradient-based Novelty Detection Boosted by Self-supervised Binary Classification
J Sun, L Yang, J Zhang, F Liu, M Halappanavar, D Fan, Y Cao
AAAI'22, 2021
112021
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning
L Yang, Z He, J Zhang, D Fan
CVPR'21, 2020
112020
Hybrid RRAM/SRAM in-memory computing for robust DNN acceleration
G Krishnan, Z Wang, I Yeo, L Yang, J Meng, M Liehr, RV Joshi, NC Cady, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and ¡¦, 2022
92022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning
J Meng, L Yang, J Shin, D Fan, J Seo
CVPR'22, 12257-12265, 2022
92022
Grown: Grow only when necessary for continual learning
L Yang, S Lin, J Zhang, D Fan
arXiv preprint arXiv:2110.00908, 2021
92021
Exploring model stability of deep neural networks for reliable RRAM-based in-memory acceleration
G Krishnan, L Yang, J Sun, J Hazra, X Du, M Liehr, Z Li, K Beckmann, ...
IEEE Transactions on Computers 71 (11), 2740-2752, 2022
82022
ÇöÀç ½Ã½ºÅÛÀÌ ÀÛµ¿µÇÁö ¾Ê½À´Ï´Ù. ³ªÁß¿¡ ´Ù½Ã ½ÃµµÇØ ÁÖ¼¼¿ä.
ÇмúÀÚ·á 1–20