Publications
AI-Powered IoT System at the Edge." In Proceedings 2021 Ieee 3rd International Conference on Cognitive Machine Intelligence, Cogmi 2021, 242-251. 2021.
"APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors." In Proceedings of the Annual International Symposium on Microarchitecture, Micro, 1-14. 2021.
"Automatic Routability Predictor Development Using Neural Architecture Search." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021.
"BitSystolic: A 26.7 TOPS/W 2b8b NPU with Configurable Data Flows for Edge Devices." Ieee Transactions on Circuits and Systems I: Regular Papers 68, no. 3 (2021): 1134-1145.
"Brain Inspired Computing: The Extraordinary Voyages in Known and Unknown Worlds." In 2021 Ieee International Symposium on Smart Electronic Systems (Ises 2021), XXXI - XXXII. 2021.
"Bridging a Gap in SAR-ATR: Training on Fully Synthetic and Testing on Measured Data." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 2942-2955.
"BSQ: EXPLORING BIT-LEVEL SPARSITY FOR MIXED-PRECISION NEURAL NETWORK QUANTIZATION." In Iclr 2021 9th International Conference on Learning Representations. 2021.
"Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?" In Proceedings of the Ieee International Conference on Computer Vision, 41-50. Vol. 2021-October. 2021.
"Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption." Signal Processing 183 (2021).
"Connection-based Processing-In-Memory Engine Design Based on Resistive Crossbars." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 107-113. 2021.
"DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones." In Iotdi 2021 Proceedings of the 2021 International Conference on Internet of Things Design and Implementation, 28-39. 2021.
"Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces." In Proceedings of the International Joint Conference on Neural Networks. Vol. 2021-July. 2021.
"DISENTANGLING PROTOTYPE AND VARIATION FOR SINGLE SAMPLE FACE RECOGNITION." In Proceedings Ieee International Conference on Multimedia and Expo. 2021.
"Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement." Acm Journal on Emerging Technologies in Computing Systems 17, no. 4 (2021).
"Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part II." Ieee Transactions on Circuits and Systems I: Regular Papers 68, no. 12 (2021): 4835-4836.
"Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part i." Ieee Transactions on Circuits and Systems I: Regular Papers 68, no. 11 (2021): 4417-4418.
"An Efficient 3D ReRAM Convolution Processor Design for Binarized Weight Networks." Ieee Transactions on Circuits and Systems Ii: Express Briefs 68, no. 5 (2021): 1600-1604.
"An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing." Information Sciences 556 (2021): 305-340.
"Efficient AUTOSAR-Compliant CAN-FD Frame Packing with Observed Optimality." In Proceedings Design, Automation and Test in Europe, Date, 1899-1904. Vol. 2021-February. 2021.
"Efficient FPGA Implementation of a Convolutional Neural Network for Radar Signal Processing." In 2021 Ieee 3rd International Conference on Artificial Intelligence Circuits and Systems, Aicas 2021. 2021.
"Efficient neural network using pointwise convolution kernels with linear phase constraint." Neurocomputing 423 (2021): 572-579.
"An Efficient Programming Framework for Memristor-based Neuromorphic Computing." In Proceedings Design, Automation and Test in Europe, Date, 1068-1073. Vol. 2021-February. 2021.
"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.
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