Xu Ouyang

Near-perfect fidelity polarization-encoded multilayer optical data storage based on aligned gold nanorods

2021 · Opto-Electronic Advances

Encoding information in light polarization is of great importance in facilitating optical data storage (ODS) for information security and data storage capacity escalation. However, despite recent advances in nanophotonic techniques vastly enhancing the feasibility of …

SelectFormer: Private and Practical Data Selection for Transformers

2023 · arXiv (Cornell University)

Critical to a free data market is $\textit{private data selection}$, i.e. the model owner selects and then appraises training data from the data owner before both parties commit to a transaction. To keep the data …