Privacy-Preserving Representation Learning on Graphs." In Proceedings of the 27th Acm Sigkdd Conference on Knowledge Discovery &Amp; Data Mining. 2021."
RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification." In Proceedings Design, Automation and Test in Europe, Date, 340-343. Vol. 2021-February. 2021."
REREC: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021."
Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance." Ieee Transactions on Neural Networks and Learning Systems 32, no. 3 (2021): 1254-1263."
Soteria: Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective." In Proceedings of the Ieee Computer Society Conference on Computer Vision and Pattern Recognition, 9307-9315. 2021."
Space-Time-Efficient Modeling of Large-Scale 3D Cross-Point Memory Arrays by Operation Adaption and Network Compaction." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems (2021)."
TPrune: Efficient Transformer Pruning for Mobile Devices." Acm Transactions on Cyber Physical Systems 5, no. 3 (2021)."
Training SAR-ATR Models for Reliable Operation in Open-World Environments." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 (2021): 3954-3966."
VD-GAN: A Unified Framework for Joint Prototype and Representation Learning from Contaminated Single Sample per Person." Ieee Transactions on Information Forensics and Security 16 (2021): 2246-2259."
3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks." Acm Journal on Emerging Technologies in Computing Systems 16, no. 2 (2020)."
Accelerating CNN Training by Pruning Activation Gradients." In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 322-338. Vol. 12370 LNCS. 2020."
AccPar: Tensor partitioning for heterogeneous deep learning accelerators." In Proceedings 2020 Ieee International Symposium on High Performance Computer Architecture, Hpca 2020, 342-355. 2020."
Advanced techniques for robust SAR ATR: Mitigating noise and phase errors." In 2020 Ieee International Radar Conference, Radar 2020, 844-849. 2020."
Adversarial Attack: A New Threat to Smart Devices and How to Defend It." Ieee Consumer Electronics Magazine 9, no. 4 (2020): 49-55."
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks." In Proceedings of the Acm Sigkdd International Conference on Knowledge Discovery and Data Mining, 833-841. 2020."
AutoShrink: A topology-aware NAS for discovering efficient neural architecture." In Aaai 2020 34th Aaai Conference on Artificial Intelligence, 6829-6836. 2020."
Color image compression and encryption scheme based on compressive sensing and double random encryption strategy." Signal Processing 176 (2020)."
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training." In Proceedings of the International Joint Conference on Neural Networks. 2020."
An effective image compression–encryption scheme based on compressive sensing (CS) and game of life (GOL)." Neural Computing and Applications 32, no. 17 (2020): 14113-14141."
An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata." Neural Computing and Applications 32, no. 9 (2020): 4961-4988."
An efficient visually meaningful image compression and encryption scheme based on compressive sensing and dynamic LSB embedding." Optics and Lasers in Engineering 124 (2020)."
Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks." Information Sciences 518 (2020): 361-375."
Fast IR Drop Estimation with Machine Learning : Invited Paper." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 2020."
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 12 (2020): 4791-4804."
FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 19-25. Vol. 2020-January. 2020."