CHI 2024 Hawaii~~~😍😍😍 We missed there in CHI 2020. Finally!!!

Check out these awesome MobiSys 2022 Teasers youtube.com/playlist?list=… via YouTube #mobisys22

My awesome student Jaemin Shin will be presenting FedBalancer at ACM MobiSys. Teaser video: youtube.com/watch?v=hYgeZa… This was a collaborative work with our friends at Tsinghua University, Yunxin Liu & Yuanchun Li.

FedBalancer is a federated learning framework that actively selects clients' "important" training samples for an optimal learning process. FedBalancer achieves faster training and higher accuracy with its sample selection strategy and adaptive round deadline control.

[RT appreciated] We are looking for online interview participants who use AI writing assistants such as Grammarly, WordTune, and Google Translate (~1 hour). We will email selected participants and send a $25 gift card upon completion. Sign up/more info: bit.ly/3fZVeDq

Just updated our FedBalancer implementation to support PyTorch! FedBalancer(ACM MobiSys'22) is an efficient federated learning framework with adaptive sample selection and deadline control. Code: github.com/jaemin-shin/Fe… Paper: dl.acm.org/doi/10.1145/34…

Excited and honored to receive a PhD Fellowship Award from NAVER_official!! I would like to thank Networking & Mobile Systems Lab and especially my advisor, Sung-Ju Lee for this achievement. Looking forward to my next projects in my PhD journey :D

Super excited to start my internship Cisco, working on federated learning (FL) research based on Cisco's open-source FL framework, Flame. I will be in Seattle for the internship until August 2023. Feel free to reach out whenever you're around :D

New research built on Flower: FedBalancer frm Jaemin Shin, Sung-Ju Lee and others KAISTPR + Tsinghua University. Faster #federatedlearning via optimal client rnds + adaptive deadlines. Appeared in ACM MobiSys github.com/jaemin-shin/Fe… arxiv.org/abs/2201.01601 youtu.be/hYgeZadeEsM

I am visiting #EMNLP2023 in Singapore to present our work, FedTherapist, a mental health monitoring system on user speech and keyboard input captured on smartphones. Please visit poster session #2 at East Foyer on Friday 14:00-15:30!😁 Feel free to reach out for any discussions!

Excited to be at #EMNLP2023! 🌟 I'm open for chats over coffee ☕ about on-device NLP, healthcare applications, large language models (LLMs), and federated learning. Also, I'm exploring postdoctoral and industry roles. If you know of any opportunities, let's connect! 🚀

Stop by at our poster at 14:00-15:30 in East Foyer! Let’s chat on healthcare, federated learning, and NLP on smartphones!

Happening in 15 min! Come to poster 40A at East Foyer #EMNLP2023 Seungjoo Lee

NLP researchers waiting to ride “transformers” at Universal Studios Singapore #EMNLP2023

It was a great pleasure to present FedTherapist at #EMNLP2023. Connecting with brilliant researchers and discussing the potential of federated learning on healthcare via on-device NLP was incredibly inspiring. Huge thanks to all who stopped by at our poster 😊