Följ
Wei Hao
Wei Hao
PhD Candidate, Columbia University
Verifierad e-postadress på columbia.edu - Startsida
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Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
A Gujarati, R Karimi, S Alzayat, W Hao, A Kaufmann, Y Vigfusson, J Mace
14th {USENIX} Symposium on Operating Systems Design and Implementation …, 2020
2822020
A highly active and durable iron/cobalt alloy catalyst encapsulated in N-doped graphitic carbon nanotubes for oxygen reduction reaction by a nanofibrous dicyandiamide template
L An, N Jiang, B Li, S Hua, Y Fu, J Liu, W Hao, D Xia, Z Sun
Journal of Materials Chemistry A 6 (14), 5962-5970, 2018
882018
Multi defect detection and analysis of electron microscopy images with deep learning
M Shen, G Li, D Wu, Y Liu, JRC Greaves, W Hao, NJ Krakauer, L Krudy, ...
Computational Materials Science 199, 110576, 2021
472021
Performance and limitations of deep learning semantic segmentation of multiple defects in transmission electron micrographs
R Jacobs, M Shen, Y Liu, W Hao, X Li, R He, JRC Greaves, D Wang, Z Xie, ...
Cell Reports Physical Science 3 (5), 2022
302022
Monitoring and Adapting ML Models on Mobile Devices
W Hao, Z Wang, L Hong, L Li, N Karayanni, C Mao, J Yang, A Cidon
arXiv preprint arXiv:2305.07772, 2023
52023
A Tale of Two Models: Constructing Evasive Attacks on Edge Models
W Hao, A Awatramani, J Hu, C Mao, PC Chen, E Cidon, A Cidon, J Yang
Proceedings of Machine Learning and Systems 4, https://proceedings.mlsys.org …, 2022
42022
Learning Amyloid Pathology Progression from Longitudinal PIB-PET Images in Preclinical Alzheimer's Disease
W Hao, NM Vogt, Z Meng, SJ Hwang, RL Koscik, SC Johnson, BB Bendlin, ...
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 572-576, 2020
32020
MGit: A Model Versioning and Management System
W Hao, D Mendoza, R da Silva, D Narayanan, A Phanishaye, A Cidon, ...
Proceedings of the 41st International Conference on Machine Learning 235 …, 2024
12024
I Can Hear You: Selective Robust Training for Deepfake Audio Detection
Z Zhang, W Hao, A Sankoh, W Lin, E Mendiola-Ortiz, J Yang, C Mao
arXiv preprint arXiv:2411.00121, 2024
2024
Machine learning model lineage tracking
D Narayanan, A Phanishayee, D Mendoza, W Hao
US Patent 20240273397A1, 2024
2024
Learning to Rewrite: Generalized LLM-Generated Text Detection
W Hao, R Li, W Zhao, J Yang, C Mao
arXiv preprint arXiv:2408.04237, 2024
2024
Sparse Convolutions for Faster Object Recognition
W Hao, S Venkataraman
AI Systems Workshop at Symposium on Operating Systems Principles (SOSP) 2019, 2019
2019
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Artiklar 1–12