Deliang Fan
Arizona State University(US)
Publications by Year
Research Areas
Advanced Memory and Neural Computing, Ferroelectric and Negative Capacitance Devices, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack(2019)264 cited
- → Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search(2019)231 cited
- → Spin-Transfer Torque Devices for Logic and Memory: Prospects and Perspectives(2015)205 cited
- → TBT: Targeted Neural Network Attack With Bit Trojan(2020)189 cited
- → Noise Injection Adaption(2019)143 cited
- → 2D MoS2-Based Threshold Switching Memristor for Artificial Neuron(2020)106 cited
- → MRIMA: An MRAM-Based In-Memory Accelerator(2019)104 cited
- → DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories(2022)100 cited
- → A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels(2018)98 cited
- → Non-Structured DNN Weight Pruning—Is It Beneficial in Any Platform?(2021)94 cited