Seok-Ju (Adam) Hahn

icon indicating a website link vaseline555.github.io icon indicating an email [email protected]

icon company Seoul National University icon location Seoul, South Korea icon location [Pronunciation: suck-zoo haan] Conscripted postdoctoral researcher (Date of Discharge: August 2025) atta-dipa dhamma-dipa

Results 4 issues of Seok-Ju (Adam) Hahn

Completed porting all shell commands in LEAF into python code!

Hi all! I have updated my old FL simulation repo. (I made it for personal research purpose, FYI): (https://github.com/vaseline555/Federated-Learning-PyTorch) It now supports 1. extensive datasets including all `torchvision.datasets`, `torchtext.datasets`, `LEAF`...

Questions on experimental results (Table 1)

1 comment

Hi, I have a question on the experimental results in Table 1, about MNIST `pathological non-IID` setting w/ 100 clients. It is very surprising that the accuracy of `FedAvg` on...

Simple variants for `nn.Embedding` and `nn.LSTM`

4 comment

Hi, I really enjoyed your work and I am the first one who cited your work! (https://arxiv.org/abs/2109.07628) As I made some simple variants of your method for language models, could...

Averaging only selected fraction (C*K) of clients

Original implementation averages all (K) clients instead of randomly selected fraction (C*K) of clients. So I modified this code to pass 'selected_clients' with proper aggregation weights