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Mengxin Zheng
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3D printing in fiber-device technology
L van der Elst, C Faccini de Lima, M Gokce Kurtoglu, VN Koraganji, ...
Advanced Fiber Materials 3, 59-75, 2021
442021
Trojvit: Trojan insertion in vision transformers
M Zheng, Q Lou, L Jiang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
262023
Towards digital manufacturing of smart multimaterial fibers
C Faccini de Lima, LA van der Elst, VN Koraganji, M Zheng, ...
Nanoscale research letters 14, 1-16, 2019
202019
Rapid fabrication of sterile medical nasopharyngeal swabs by stereolithography for widespread testing in a pandemic
LA van der Elst, M Gokce Kurtoglu, T Leffel, M Zheng, A Gumennik
Advanced engineering materials 22 (11), 2000759, 2020
192020
Primer: Fast private transformer inference on encrypted data
M Zheng, Q Lou, L Jiang
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
92023
Ssl-cleanse: Trojan detection and mitigation in self-supervised learning
M Zheng, J Xue, Z Wang, X Chen, Q Lou, L Jiang, X Wang
arXiv preprint arXiv:2303.09079, 2023
92023
Trojllm: A black-box trojan prompt attack on large language models
J Xue, M Zheng, T Hua, Y Shen, Y Liu, L Bölöni, Q Lou
Advances in Neural Information Processing Systems 36, 2024
52024
Effects of 3D Printed Preform Annealing on Structural and Optical Properties of Fibers
VN Koraganji, CF de Lima, M Zheng, MG Kurtoglu, A Gumennik
Conference on Lasers and Electro-Optics/Pacific Rim, C6H_6, 2020
52020
3D printed glass preforms for optical fibers with nonequilibrium cross-sections
M Zheng, CF de Lima, VN Koraganji, A Gumennik
CLEO: QELS_Fundamental Science, JTh2C. 9, 2020
42020
Primer: A Privacy-preserving Transformer on Encrypted Data
M Zheng, Q Lou, L Jiang
DAC, 2023
22023
Very large scale integration for fibers (VLSI-Fi)
A Gumennik, M Zheng, VN Koraganji
US Patent 11,692,855, 2023
12023
Creating fiber-embedded photonic circuitry by liquid-phase structuring of multi-material cores
CF de Lima, T Leffel, M Zheng, J Coulter, A Gumennik
Advanced Fabrication Technologies for Micro/Nano Optics and Photonics XVI …, 2023
12023
Cofhe: Software and hardware co-design for fhe-based machine learning as a service
M Zheng, L Ju, L Jiang
Frontiers in Electronics 3, 1091369, 2023
12023
Secure and Private Large Transformers
M Zheng
Indiana University, 2023
12023
TrojFair: Trojan Fairness Attacks
M Zheng, J Xue, Y Sheng, L Yang, Q Lou, L Jiang
arXiv preprint arXiv:2312.10508, 2023
2023
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning
M Zheng, J Xue, X Chen, YS Wang, Q Lou, L Jiang
arXiv preprint arXiv:2312.10467, 2023
2023
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data
M Zheng, F Chen, L Jiang, Q Lou
2023 24th International Symposium on Quality Electronic Design (ISQED), 1-7, 2023
2023
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption
M Zheng, Q Lou, F Chen, L Jiang, Y Zhu
Proceedings of the 17th ACM International Symposium on Nanoscale …, 2022
2022
TROJFSL: TROJAN INSERTION IN FEW SHOT PROMPT LEARNING
M Zheng, J Xue, X Chen, Y Wang, Q Lou, L Jiang
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