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ORCIDLi Yang 0009
Person information
- affiliation: University of North Carolina at Charlotte, NC, USA
- affiliation (Ph.D.): Arizona State University, Tempe, AZ, USA
Other persons with the same name
- Li Yang — disambiguation page
- Li Yang 0001 — University of Tennessee, Department of Computer Science, Chattanooga, TN, USA (and 1 more)
- Li Yang 0002
![[0000-0001-6589-7195]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-6589-7195")
— Chongqing University, Bioengineering College, China - Li Yang 0003 — Beijing Institute of Technology, School of Mechatronical Engineering, China (and 2 more)
- Li Yang 0004 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Li Yang 0005 — Xidian University, School of Cyber Engineering, Xi'an, China (and 1 more)
- Li Yang 0006 — Southwest Petroleum University, School of Computer Science, Chengdu, China
- Li Yang 0007 — University of Plymouth, UK
- Li Yang 0008 — Western Michigan University, Department of Computer Science, Kalamazoo, MI, USA
- Li Yang 0010 — University of Western Ontario, London, ON, Canada
- Li Yang 0011 — University of Alcalá, Alcalá de Henares, Madrid, Spain
- Li Yang 0012 — Hunan University, Changsha, Hunan, China (and 1 more)
- Li Yang 0013 — China Agricultural University, Beijing, China
- Li Yang 0014 — Beihang University, School of Electronic and Information Engineering, Beijing, China
- Li Yang 0015 — Insititute of Software, Chinese Academy of Sciences, China
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Journal Articles
- 2024
[j6]Li Yang, Zhezhi He, Yu Cao, Deliang Fan:
A Progressive Subnetwork Searching Framework for Dynamic Inference. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3809-3820 (2024)- 2022
- [j5]Jian Meng, Wonbo Shim, Li Yang, Injune Yeo, Deliang Fan, Shimeng Yu, Jae-sun Seo:
Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference. IEEE Micro 42(1): 89-98 (2022) - [j4]Gokul Krishnan, Li Yang, Jingbo Sun, Jubin Hazra, Xiaocong Du, Maximilian Liehr, Zheng Li, Karsten Beckmann, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Yu Cao:
Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration. IEEE Trans. Computers 71(11): 2740-2752 (2022) - [j3]Gokul Krishnan, Zhenyu Wang, Injune Yeo, Li Yang, Jian Meng, Maximilian Liehr, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Jae-Sun Seo, Yu Cao:
Hybrid RRAM/SRAM in-Memory Computing for Robust DNN Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4241-4252 (2022) - 2021
- [j2]Jian Meng, Li Yang, Xiaochen Peng, Shimeng Yu, Deliang Fan, Jae-Sun Seo:
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs 68(5): 1576-1580 (2021) - 2020
- [j1]Zhezhi He, Li Yang, Shaahin Angizi, Adnan Siraj Rakin, Deliang Fan:
Sparse BD-Net: A Multiplication-less DNN with Sparse Binarized Depth-wise Separable Convolution. ACM J. Emerg. Technol. Comput. Syst. 16(2): 15:1-15:24 (2020)
Conference and Workshop Papers
- 2024
- [c25]Jingtao Li, Xing Chen, Li Yang, Adnan Siraj Rakin, Deliang Fan, Chaitali Chakrabarti:
EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning. AAAI 2024: 13545-13553 - 2023
- [c24]Jian Meng, Li Yang, Kyungmin Lee, Jinwoo Shin, Deliang Fan, Jae-sun Seo:
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training. NeurIPS 2023 - 2022
- [c23]Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao:
Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification. AAAI 2022: 8370-8377 - [c22]Fan Zhang, Li Yang, Deliang Fan:
Efficient Multi-task Adaption for Crossbar-based In-Memory Computing. IEEECONF 2022: 328-333 - [c21]Fan Zhang, Li Yang, Jian Meng, Yu Kevin Cao, Jae-sun Seo, Deliang Fan:
XBM: A Crossbar Column-wise Binary Mask Learning Method for Efficient Multiple Task Adaption. ASP-DAC 2022: 610-615 - [c20]Li Yang, Adnan Siraj Rakin, Deliang Fan:
DA3: Dynamic Additive Attention Adaption for Memory-Efficient On-Device Multi-Domain Learning. CVPR Workshops 2022: 2618-2626 - [c19]Jian Meng, Li Yang, Jinwoo Shin, Deliang Fan, Jae-Sun Seo:
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning. CVPR 2022: 12247-12255 - [c18]Li Yang, Adnan Siraj Rakin, Deliang Fan:
RepNet: Efficient On-Device Learning via Feature Reprogramming. CVPR 2022: 12267-12276 - [c17]Fan Zhang, Li Yang, Jian Meng, Jae-sun Seo, Yu Kevin Cao, Deliang Fan:
XMA: a crossbar-aware multi-task adaption framework via shift-based mask learning method. DAC 2022: 271-276 - [c16]Fan Zhang, Li Yang, Jian Meng, Jae-Sun Seo, Yu Cao, Deliang Fan:
XST: A Crossbar Column-wise Sparse Training for Efficient Continual Learning. DATE 2022: 48-51 - [c15]Sen Lin, Li Yang, Deliang Fan, Junshan Zhang:
TRGP: Trust Region Gradient Projection for Continual Learning. ICLR 2022 - [c14]Jian Meng, Injune Yeo, Wonbo Shim, Li Yang, Deliang Fan, Shimeng Yu, Jae-Sun Seo:
Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference. IRPS 2022: 3 - [c13]Sen Lin, Li Yang, Deliang Fan, Junshan Zhang:
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer. NeurIPS 2022 - [c12]Li Yang, Jian Meng, Jae-sun Seo, Deliang Fan:
Get More at Once: Alternating Sparse Training with Gradient Correction. NeurIPS 2022 - 2021
- [c11]Li Yang, Deliang Fan:
Dynamic Neural Network to Enable Run-Time Trade-off between Accuracy and Latency. ASP-DAC 2021: 587-592 - [c10]Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan:
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning. CVPR 2021: 13845-13853 - [c9]Sen Lin, Li Yang, Zhezhi He, Deliang Fan, Junshan Zhang:
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning. MASS 2021: 164-172 - [c8]Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao:
Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary Classification. CSSL 2021: 118-133 - 2020
- [c7]Li Yang, Zhezhi He, Deliang Fan:
Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks. AAAI 2020: 6623-6630 - [c6]Li Yang, Shaahin Angizi, Deliang Fan:
A Flexible Processing-in-Memory Accelerator for Dynamic Channel-Adaptive Deep Neural Networks. ASP-DAC 2020: 313-318 - [c5]Li Yang, Zhezhi He, Yu Cao, Deliang Fan:
Non-uniform DNN Structured Subnets Sampling for Dynamic Inference. DAC 2020: 1-6 - [c4]Adnan Siraj Rakin, Zhezhi He, Li Yang, Yanzhi Wang, Liqiang Wang, Deliang Fan:
Robust Sparse Regularization: Defending Adversarial Attacks Via Regularized Sparse Network. ACM Great Lakes Symposium on VLSI 2020: 125-130 - [c3]Li Yang, Zhezhi He, Shaahin Angizi, Deliang Fan:
Processing-in-Memory Accelerator for Dynamic Neural Network with Run-Time Tuning of Accuracy, Power and Latency. SoCC 2020: 117-122 - 2019
- [c2]Li Yang, Zhezhi He, Deliang Fan:
Binarized Depthwise Separable Neural Network for Object Tracking in FPGA. ACM Great Lakes Symposium on VLSI 2019: 347-350 - 2018
- [c1]Li Yang, Zhezhi He, Deliang Fan:
A Fully Onchip Binarized Convolutional Neural Network FPGA Impelmentation with Accurate Inference. ISLPED 2018: 50:1-50:6
Informal and Other Publications
- 2023
- [i13]Li Yang, Sen Lin, Fan Zhang, Junshan Zhang, Deliang Fan:
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing. CoRR abs/2303.07477 (2023) - [i12]Jingtao Li, Adnan Siraj Rakin, Xing Chen, Li Yang, Zhezhi He, Deliang Fan, Chaitali Chakrabarti:
Model Extraction Attacks on Split Federated Learning. CoRR abs/2303.08581 (2023) - [i11]Yongjae Lee, Li Yang, Deliang Fan:
MF-NeRF: Memory Efficient NeRF with Mixed-Feature Hash Table. CoRR abs/2304.12587 (2023) - 2022
- [i10]Sen Lin, Li Yang, Deliang Fan, Junshan Zhang:
TRGP: Trust Region Gradient Projection for Continual Learning. CoRR abs/2202.02931 (2022) - [i9]Sen Lin, Li Yang, Deliang Fan, Junshan Zhang:
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer. CoRR abs/2211.00789 (2022) - 2021
- [i8]Adnan Siraj Rakin, Li Yang, Jingtao Li, Fan Yao, Chaitali Chakrabarti, Yu Cao, Jae-sun Seo, Deliang Fan:
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy. CoRR abs/2103.13813 (2021) - [i7]Li Yang, Sen Lin, Junshan Zhang, Deliang Fan:
GROWN: GRow Only When Necessary for Continual Learning. CoRR abs/2110.00908 (2021) - [i6]Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao:
Gradient-based Novelty Detection Boosted by Self-supervised Binary Classification. CoRR abs/2112.09815 (2021) - 2020
- [i5]Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan:
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning. CoRR abs/2009.05668 (2020) - [i4]Li Yang, Zhezhi He, Yu Cao, Deliang Fan:
A Progressive Sub-Network Searching Framework for Dynamic Inference. CoRR abs/2009.05681 (2020) - [i3]Sen Lin, Li Yang, Zhezhi He, Deliang Fan, Junshan Zhang:
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning. CoRR abs/2011.12511 (2020) - [i2]Li Yang, Adnan Siraj Rakin, Deliang Fan:
DA2: Deep Attention Adapter for Memory-EfficientOn-Device Multi-Domain Learning. CoRR abs/2012.01362 (2020) - 2019
- [i1]Adnan Siraj Rakin, Zhezhi He, Li Yang, Yanzhi Wang, Liqiang Wang, Deliang Fan:
Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness. CoRR abs/1905.13074 (2019)
Coauthor Index
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