Jin Kyu Kim

According to our database, Jin Kyu Kim authored at least 19 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Authentic volumetric avatars from a phone scan.

Chen Cao, Tomas Simon, Jin Kyu Kim, Gabe Schwartz, Michael Zollhöfer, Shunsuke Saito, Stephen Lombardi, Shih-En Wei, Danielle Belko, Shoou-I Yu, Yaser Sheikh, Jason M. Saragih

ACM Trans. Graph., 2022

2019

STRADS-AP: Simplifying Distributed Machine Learning Programming without Introducing a New Programming Model.

Jin Kyu Kim, Abutalib Aghayev, Garth A. Gibson, Eric P. Xing

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

2018

Cavs: An Efficient Runtime System for Dynamic Neural Networks.

Shizhen Xu, Hao Zhang, Graham Neubig, Wei Dai, Jin Kyu Kim, Zhijie Deng, Qirong Ho, Guangwen Yang, Eric P. Xing

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design.

Pengtao Xie, Jin Kyu Kim, Qirong Ho, Yaoliang Yu, Eric P. Xing

Proceedings of the ACM Symposium on Cloud Computing, 2018

2016

Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting.

Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

STRADS: a distributed framework for scheduled model parallel machine learning.

Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2015

Petuum: A New Platform for Distributed Machine Learning on Big Data.

Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu

IEEE Trans. Big Data, 2015

Distributed Machine Learning via Sufficient Factor Broadcasting.

Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing

CoRR, 2015

2014

Model-Parallel Inference for Big Topic Models.

Xun Zheng, Jin Kyu Kim, Qirong Ho, Eric P. Xing

CoRR, 2014

Large Scale Distributed Multiclass Logistic Regression.

Pengtao Xie, Jin Kyu Kim, Eric P. Xing

CoRR, 2014

Primitives for Dynamic Big Model Parallelism.

Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing

CoRR, 2014

Exploiting Bounded Staleness to Speed Up Big Data Analytics.

Henggang Cui, James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Abhimanu Kumar, Jinliang Wei, Wei Dai, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing

Proceedings of the 2014 USENIX Annual Technical Conference, 2014

On Model Parallelization and Scheduling Strategies for Distributed Machine Learning.

Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Structure-Aware Dynamic Scheduler for Parallel Machine Learning.

Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing

CoRR, 2013

Petuum: A Framework for Iterative-Convergent Distributed ML.

Wei Dai, Jinliang Wei, Xun Zheng, Jin Kyu Kim, Seunghak Lee, Junming Yin, Qirong Ho, Eric P. Xing

CoRR, 2013

More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server.

Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A. Gibson, Gregory R. Ganger, Eric P. Xing

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Solving the Straggler Problem with Bounded Staleness.

James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, Eric P. Xing

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

2009

State feedback fuzzy-model-based control for discrete-time markovian jump nonlinear systems with time-varying delays.

Min Kook Song, Jin Bae Park, Young Hoon Joo, Jin Kyu Kim

Proceedings of the FUZZ-IEEE 2009, 2009

2008

A PRAM and NAND flash hybrid architecture for high-performance embedded storage subsystems.

Jin Kyu Kim, Hyung Gyu Lee, Shinho Choi, Kyoung Il Bahng

Proceedings of the 8th ACM & IEEE International conference on Embedded software, 2008