Myunghwan Kim

Software Engineer, Kumo AI

Joined

September 2018

Names

Myunghwan Kim

Emails

****@cs.stanford.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Software Engineer

Kumo AI (kumo.ai)

2022 – Present

CTO

Mesh Korea (meshkorea.net)

2019 – 2022

Applied scientist

LinkedIn (linkedin.com)

2014 – 2019

PhD student

Stanford University (stanford.edu)

2009 – 2014

MS student

Stanford University (stanford.edu)

2007 – 2011

Advisors, Relations & Conflicts

Coauthor

Kijung Shin

Present

Coworker

Jure Leskovec

2022 – Present

Coworker

Matthias Fey

2022 – Present

PhD Advisor

Jure Leskovec

2009 – 2014

Expertise

Vehicle routing problem

Present

Demand forecasting

Present

fraud detection

Present

Graph embedding

2016 – Present

Social network analysis

2009 – 2014

Topic models

2009 – 2014

Publications

RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases
Dongwon Choi, Sunwoo Kim, Juyeon Kim, Kyungho Kim, Geon Lee, Shinhwan Kang, Myunghwan Kim, Kijung Shin
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
On the Information Unfairness of Social Networks
Zeinab S. Jalali, Weixiang Wang, Myunghwan Kim, Hema Raghavan, Sucheta Soundarajan
- 2020 (modified: 18 Sept 2021)
- SDM 2020
- Readers: Everyone
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders
Carl Yang, Jieyu Zhang, Haonan Wang, Sha Li, Myunghwan Kim, Matt Walker, Yiou Xiao, Jiawei Han
- 2020 (modified: 05 Feb 2023)
- WSDM 2020
- Readers: Everyone
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity
Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han
- 2019 (modified: 18 Sept 2021)
- CIKM 2019
- Readers: Everyone
SWeG: Lossless and Lossy Summarization of Web-Scale Graphs
Kijung Shin, Amol Ghoting, Myunghwan Kim, Hema Raghavan
- 2019 (modified: 12 Nov 2022)
- WWW 2019
- Readers: Everyone
Discovering Progression Stages in Trillion-Scale Behavior Logs
Kijung Shin, Mahdi Shafiei, Myunghwan Kim, Aastha Jain, Hema Raghavan
- 2018 (modified: 12 Nov 2022)
- WWW 2018
- Readers: Everyone
Importance of First Steps in a Community for Growth, Diversity, and Engagement
Atef Chaudhury, Myunghwan Kim, Mitul Tiwari
- 2016 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2016
- Readers: Everyone
Dynamics of Large Multi-View Social Networks: Synergy, Cannibalization and Cross-View Interplay
Yu Shi, Myunghwan Kim, Shaunak Chatterjee, Mitul Tiwari, Souvik Ghosh, Rómer Rosales
- 2016 (modified: 12 Nov 2022)
- KDD 2016
- Readers: Everyone
Dimensionality of social networks using motifs and eigenvalues
Anthony Bonato, David F. Gleich, Myunghwan Kim, Dieter Mitsche, Pawel Pralat, Amanda Tian, Stephen J. Young
- 2014 (modified: 05 Feb 2023)
- CoRR 2014
- Readers: Everyone
Root cause detection in a service-oriented architecture
Myunghwan Kim, Roshan Sumbaly, Sam Shah
- 2013 (modified: 18 Sept 2021)
- SIGMETRICS 2013
- Readers: Everyone

View all 15 publications

Co-Authors

View all 43 co-authors