| Learning to linearize deep neural networks for secure and efficient private inference S Kundu, S Lu, Y Zhang, J Liu, PA Beerel International Conference on Learning Representation (ICLR) 2023, 2023 | 23 | 2023 |
| Fun-SAT: Functional corruptibility-guided SAT-based attack on sequential logic encryption Y Hu*, Y Zhang*, K Yang, D Chen, PA Beerel, P Nuzzo 2021 IEEE International Symposium on Hardware Oriented Security and Trust …, 2021 | 23 | 2021 |
| Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference S Kundu, Y Zhang, D Chen, PA Beerel CVPR 2023 Efficient Computer Vision, 2023 | 10 | 2023 |
| C2PI: An Efficient Crypto-Clear Two-Party Neural Network Private Inference Y Zhang, D Chen, S Kundu, H Liu, R Peng, PA Beerel Design Automation Conference (DAC) 2023, 2023 | 6 | 2023 |
| Deep compression of sum-product networks on tensor networks CY Ko, C Chen, Y Zhang, K Batselier, N Wong arXiv preprint arXiv:1811.03963, 2018 | 4 | 2018 |
| Orthogonal polynomials non‐linearity compensation for a digital VCO‐based ADC Y Zhang, K El‐Sankary Electronics Letters 52 (11), 915-917, 2016 | 4 | 2016 |
| On the Security of Sequential Logic Locking Against Oracle-Guided Attacks Y Hu, Y Zhang, K Yang, D Chen, PA Beerel, P Nuzzo IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | 3 | 2023 |
| SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation Y Zhang, D Chen, S Kundu, C Li, PA Beerel Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
| TriLock: IC protection with tunable corruptibility and resilience to SAT and removal attacks Y Zhang*, Y Hu*, P Nuzzo, PA Beerel 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022 | 3 | 2022 |
| Deep model compression and inference speedup of sum–product networks on tensor trains CY Ko, C Chen, Z He, Y Zhang, K Batselier, N Wong IEEE transactions on neural networks and learning systems 31 (7), 2665-2671, 2019 | 3 | 2019 |
| A reconfigurable passive switched-capacitor multiply-and-accumulate unit for approximate computing Y Zhang, D El-Damak 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems …, 2020 | 2 | 2020 |
| Mitigate replication and copying in diffusion models with generalized caption and dual fusion enhancement C Li, D Chen, Y Zhang, PA Beerel ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| RNA-ViT: Reduced-Dimension Approximate Normalized Attention Vision Transformers for Latency Efficient Private Inference D Chen, Y Zhang, S Kundu, C Li, PA Beerel 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 1 | 2023 |
| Offset-injection digital background calibration for VCO-based ADC Y Zhang, K El-Sankary Analog Integrated Circuits and Signal Processing 92, 501-506, 2017 | 1 | 2017 |
| Unraveling Latch Locking Using Machine Learning, Boolean Analysis, and ILP D Chen, X Zhou, Y Hu, Y Zhang, K Yang, A Rittenbach, P Nuzzo, ... The 24th International Symposium on Quality Electronic Design (ISQED'23), 2023 | | 2023 |
| Circuit Implementation Using Emerging Technologies: Enabling energy-efficient electronics for biomedical and power management applications D El-Damak, P Garcha, MR Abdelhamid, Y Zhang IEEE Solid-State Circuits Magazine 13 (4), 24-43, 2021 | | 2021 |
| A blind digital background calibration for all-digital VCO-based ADC Y Zhang, K El-Sankary, J Zhou Analog Integrated Circuits and Signal Processing 97, 387-394, 2018 | | 2018 |
| Sparse Tensor Network System Identification for Nonlinear Circuit Macromodeling Y Zhang, CY Ko, C Chen, K Batselier, N Wong 2018 14th IEEE International Conference on Solid-State and Integrated …, 2018 | | 2018 |
| All-standard-cell voltage controlled oscillator-based analog to digital converters with digital background calibrations Y Zhang | | 2017 |
Peter BeerelProfessor of Electrical and Computer Engineering, USCEmail verificata su usc.edu
