10 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 10 cited
Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee
Junyi Li, Bin Gu, Heng Huang
Due to the hierarchical structure of many machine learning problems, bilevel programming is becoming more and more important recently, however, the complicated correlation between…
cs.DC2020★ 1 cited
Faster Secure Data Mining via Distributed Homomorphic Encryption
Junyi Li, Heng Huang
Due to the rising privacy demand in data mining, Homomorphic Encryption (HE) is receiving more and more attention recently for its capability to do computations over the encrypted…
q-fin.ST2020★ 8 cited
Generating Realistic Stock Market Order Streams
Junyi Li, Xitong Wang, Yaoyang Lin +2
We propose an approach to generate realistic and high-fidelity stock market data based on generative adversarial networks (GANs). Our Stock-GAN model employs a conditional Wasserst…