Publications
] "Harmonica: A Framework of Heterogeneous Computing Systems with Memristor-Based Neuromorphic Computing Accelerators." Ieee Transactions on Circuits and Systems I: Regular Papers 63, no. 5 (2016): 617-628.
"Harnessing optoelectronic noises in a photonic generative network." Science Advances 8, no. 3 (2022).
"Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy." Signal Processing 171 (2020).
"A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVM." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 6 (2022): 1842-1854.
"An image encryption algorithm based on chaotic system and compressive sensing." Signal Processing 148 (2018): 124-144.
"An image encryption algorithm based on the memristive hyperchaotic system, cellular automata and DNA sequence operations." Signal Processing: Image Communication 52 (2017): 6-19.
"An image encryption scheme based on three-dimensional Brownian motion and chaotic system." Chinese Physics B 26, no. 2 (2017): 020504.
"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 Out-of-Distribution Detection by Learning from the Deployment Environment." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15 (2022): 2070-2086.
"Improving write performance and extending endurance of object-based NAND flash devices." Acm Transactions on Embedded Computing Systems 17, no. 1 (2017): 1-26.
"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.
"INOR—An Intelligent noise reduction method to defend against adversarial audio examples." Neurocomputing 401 (2020): 160-172.
"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).
"Introduction to the Special Issue on Accelerating AI on the Edge - Part 2." Acm Transactions on Embedded Computing Systems 21, no. 6 (2022): 1-5.
"Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 2." Acm Journal on Emerging Technologies in Computing Systems 17, no. 4 (2021).
"Introduction to the Special Issue on the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020)." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 10, no. 4 (2020): 403-405.
"ISLPED 2022: An Experience of a Hybrid Conference in the Time of COVID-19." Ieee Design & Test 40, no. 1 (2023): 105-107.
"IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 12 (2022): 5313-5326.
"Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators." Acm Transactions on Embedded Computing Systems 20, no. 5s (2021): 1-23.
"Leveraging Stochastic Memristor Devices in Neuromorphic Hardware Systems." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 6, no. 2 (2016): 235-246.
"Library-based placement and routing in FPGAs with support of partial reconfiguration." Acm Transactions on Design Automation of Electronic Systems 21, no. 4 (2016): 1-26.
"Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing." Ieee Consumer Electronics Magazine 6, no. 1 (2017): 94-103.
"Low voltage two-state-variable memristor model of vacancy-drift resistive switches." Applied Physics A: Materials Science and Processing 119, no. 1 (2015): 1-9.
"A low-cost and high-speed hardware implementation of spiking neural network." Neurocomputing 382 (2020): 106-115.
"Low-energy volatile STT-RAM cache design using cache-coherence-enabled adaptive refresh." Acm Transactions on Design Automation of Electronic Systems 19, no. 1 (2013): 1-23.