Efficient neural network using pointwise convolution kernels with linear phase constraint." Neurocomputing 423 (2021): 572-579."
An electroforming-free, analog interface-type memristor based on a SrFeOx epitaxial heterojunction for neuromorphic computing." Materials Today Physics 18 (2021)."
End-to-End Detection-Segmentation System for Face Labeling." Ieee Transactions on Emerging Topics in Computational Intelligence 5, no. 3 (2021): 457-467."
ESCALATE: Boosting the efficiency of sparse CNN accelerator with kernel decomposition." In Proceedings of the Annual International Symposium on Microarchitecture, Micro, 992-1004. 2021."
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment." Ieee Access 9 (2021): 29736-29745."
Exploring Applications of STT-RAM in GPU Architectures." Ieee Transactions on Circuits and Systems I: Regular Papers 68, no. 1 (2021): 238-249."
FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking." In Sensys 2021 Proceedings of the 2021 19th Acm Conference on Embedded Networked Sensor Systems, 42-55. 2021."
FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021."
Hermes: Decentralized dynamic spectrum access system for massive devices deployment in 5g." In International Conference on Embedded Wireless Systems and Networks. 2021."
A Hybrid-Grained Remapping Defense Scheme against Hard Failures for Row-Column-NVM." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems (2021)."
Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive Memory." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 4 (2021): 762-775."
Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage." Ieee Transactions on Computers 70, no. 4 (2021): 566-580."
Introduction of Special Issue on Hardware and Algorithms for Efficient Machine LearningΓÇôPart 1." Acm Journal on Emerging Technologies in Computing Systems 17, no. 2 (2021)."
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators." Acm Transactions on Embedded Computing Systems 20, no. 5s (2021): 1-23."
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization." In 2021 Ieee Winter Conference on Applications of Computer Vision (Wacv). 2021."
LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning." In 6th Acm/Ieee Symposium on Edge Computing, Sec 2021, 68-79. 2021."
Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D." In Proceedings Design, Automation and Test in Europe, Date, 1240-1245. Vol. 2021-February. 2021."
Memristive LSTM Network for Sentiment Analysis." Ieee Transactions on Systems, Man, and Cybernetics: Systems 51, no. 3 (2021): 1794-1804."
Multilabel Image Classification via Feature/Label Co-Projection." Ieee Transactions on Systems, Man, and Cybernetics: Systems 51, no. 11 (2021): 7250-7259."
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021."
NASGEM: Neural Architecture Search via Graph Embedding Method." In Thirty Fifth Aaai Conference on Artificial Intelligence, Thirty Third Conference on Innovative Applications of Artificial Intelligence and the Eleventh Symposium on Educational Advances in Artificial Intelligence, 7090-7098. Vol. 35. 2021."
Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 671-677. 2021."
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning." In 2021 58th Acm/Ieee Design Automation Conference (Dac). 2021."
An Overview of Hardware Security and Trust: Threats, Countermeasures, and Design Tools." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 6 (2021): 1010-1038."
Peripheral Circuitry Assisted Mapping Framework for Resistive Logic-In-Memory Computing." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021."