Eunyee Koh

Principal Scientist

San Jose

Eunyee is a Principal Scientist at Adobe Research. Her research interests lies at the intersection of Human Computer Interaction, AI/Machine Learning, and Data Science. She is passionate about how to tailor and personalize information for people, then they can access the info they want much more efficiently. She finished her PhD at the Computer Science Department of Texas A&M University. Her advisor is Prof. Andruid Kerne. She graduated in 2002 from the Seoul National University with a bachelor’s in computer science and engineering, and worked for Motorola and Accenture during 2002-2003.

Publications

DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation

Narechania, A., Du, F., Sinha, A., Rossi, R., Hoffswell, J., Guo, S., Koh, E., Navathe, S., Endert, A. (Apr. 23, 2023)

CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, April 2023

Let’s Get Personal: Exploring the Design of Personalized Visualizations

Bullock, B., Guo, S., Koh, E., Rossi, R., Du, F., Hoffswell, J. (Oct. 18, 2022)

IEEE Visualization Conference (VIS)

ViSRE: A Unified Visual Analysis Dashboard for Proactive Cloud Outage Management

Kayongo, P., Hoffswell, J., Saini, S., Garg, S., Koh, E., Wang, H., Jacobs, T. (Oct. 2, 2022)

IEEE Working Conference on Software Visualization (VISSOFT)

Cicero: A Declarative Grammar for Responsive Visualization

Kim, H., Rossi, R., Du, F., Koh, E., Guo, S., Hullman, J., Hoffswell, J. (May. 2, 2022)

ACM Human Factors in Computing Systems (CHI)

An Evaluation-Focused Framework for Visualization Recommendation Algorithms

Zeng, Z., Moh, P., Du, F., Hoffswell, J., Lee, T., Malik, S., Koh, E., Battle, L. (Oct. 26, 2021)

Best Paper Honorable Mention

IEEE Transactions on Visualization and Computer Graphics (VIS)

A Structural Graph Representation Learning Framework

Rossi, R., Ahmed, N., Koh, E., Kim, S., Rao, A., Abbasi-Yadkori, Y. (Feb. 4, 2020)

Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM)

Real-Time Clustering for Large Sparse Online Visitor Data

Chan, G., Du, F., Rossi, R., Rao, A., Koh, E., Silva, C., Freire, J. (Jan. 20, 2020)

Proceedings of The Web Conference (WWW)

Graph Convolutional Networks with Motif-based Attention

Lee, J., Rossi, R., Kong, X., Kim, S., Koh, E., Rao, A. (Nov. 3, 2019)

CIKM, 2019

Heterogeneous Network Motifs

Rossi, R., Ahmed, N., Carranza, A., Arbour, D., Rao, A., Kim, S., Koh, E. (Aug. 5, 2019)

MLG KDD

Latent Network Summarization: Bridging Network Embedding and Summarization

Jin, D., Rossi, R., Koutra, D., Koh, E., Kim, S., Rao, A. (Aug. 4, 2019)

KDD '19 Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior

Kim, D., Kim, S., Zhao, H., Li, S., Rossi, R., Koh, E. (Feb. 11, 2019)

WSDM '19 Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Guo, S., Du, F., Malik, S., Koh, E., Kim, S., Liu, L., Kim, D., Zha, H., Cao, N. (Jan. 4, 2019)

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019)

Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

Nguyen, G., Lee, J., Rossi, R., Ahmed, N., Koh, E., Kim, S. (Dec. 10, 2018)

2018 IEEE International Conference on Big Data (Big Data)

Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability

Yeo, J., Hwang, S., Kim, S., Koh, E., Lipka, N. (Nov. 30, 2018)

IEEE Transactions on Knowledge and Data Engineering

Interactive Higher-order Network Analysis

Rossi, R., Ahmed, N., Koh, E. (Nov. 17, 2018)

IEEE International Conference on Data Mining (ICDM)

DeepCompare: Visual and Interactive Comparison of Deep Learning Models

Murugesan, S., Malik, S., Du, F., Koh, E., Lai, T. (Oct. 22, 2018)

Proceedings of Visualization in Data Science (Proc. VDS 2018)

Predictive Analysis by Leveraging Temporal User Behavior

Chen, C., Kim, S., Bui, H., Rossi, R., Kveton, B., Koh, E., Bunescu, R. (Oct. 22, 2018)

CIKM'18

Perceptual Similarity Ranking of Temporal Heatmaps Using Convolutional Neural Networks

Malik, S., Kim, S., Koh, E. (Oct. 22, 2018)

Proceedings of the Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions (EE-USAD 2018)

Attention Models in Graphs: A Survey

Lee, J., Rossi, R., Kim, S., Ahmed, N., Koh, E. (Jul. 20, 2018)

Transactions on Knowledge Discovery from Data (TKDD)

Continuous-Time Dynamic Network Embeddings

Nguyen, G., Lee, J., Rossi, R., Ahmed, N., Koh, E., Kim, S. (Apr. 27, 2018)

Proceedings of the 3rd International Workshop on Learning Representations for Big Networks (WWW BigNet)

Higher-Order Network Representation Learning

Rossi, R., Ahmed, N., Koh, E. (Apr. 27, 2018)

Proceedings of the 27th International Conference Companion on World Wide Web (WWW)

Continuous-Time Dynamic Network Embeddings

Nguyen, G., Lee, J., Rossi, R., Ahmed, N., Koh, E., Kim, S. (Apr. 23, 2018)

WWW BigNet, 2018

Interactive Campaign Planning for Marketing Analysts

Du, F., Malik, S., Koh, E., Theocharous, G. (Apr. 21, 2018)

CHI Extended Abstracts on Human Factors in Computing Systems

Personalizable and Interactive Sequence Recommender System

Du, F., Malik, S., Theocharous, G., Koh, E. (Apr. 21, 2018)

CHI Extended Abstracts on Human Factors in Computing Systems

popHistory: Animated Visualization of Personal Web Browsing History

Carrasco, M., Koh, E., Malik, S. (Apr. 25, 2017)

CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA ’17)

Probabilistic Visitor Stitching on Cross-device Web Logs

Kim, S., Kini, N., Pujara, J., Getoor, L., Koh, E. (Apr. 3, 2017)

WWW

Predicting Online Purchase Conversion for Retargeting

Yeo, J., Kim, S., Koh, E., Hwang, S., Lipa, N. (Feb. 6, 2017)

WSDM

High-Volume Hypothesis Testing for Large-Scale Web Log Analysis

Malik, S., Koh, E. (Apr. 28, 2016)

CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA ’16)

Information Graph Model and Application to Online Advertising

Danilevsky, M., Koh, E. (Nov. 1, 2013)

Proc. 2013 ACM CIKM Workshop on User Engagement Optimization (UEO’13)

Conferencing room for telepresence with remote participants

Koh, E. (Nov. 7, 2010)

GROUP 2010 : 309-310

Test collection management and labeling system

Koh, E., Kerne, A., Berry, S. (Sep. 15, 2009)

ACM Symposium on Document Engineering 2009 : 84-93

Deriving image-text document surrogates to optimize cognition

Koh, E., Kerne, A. (Sep. 15, 2009)

ACM Symposium on Document Engineering 2009 : 84-93

Toward automatic generation of image-text document surrogates to optimize cognition

Koh, E., Kerne, A., Moeller, J. (Jun. 15, 2009)

JCDL 2009: 417-418

Representing Information Collections for Visual Cognition, PhD thesis abstracts

Koh, E. (Feb. 1, 2009)

SIGMM Records

combinFormation: Mixed-Initiative Composition of Image and Text Surrogates Promotes Information Discovery

Kerne, A., Koh, E., Smith, S., Choi, H., Webb, A., Dworaczyk, B. (Mar. 17, 2008)

ACM Transactions on Information Systems , 27(1), 1-47

An Experimental Method for Measuring the Emergence of New Ideas in Information Discovery

Kerne, A., Smith, S., Koh, E., Graeber, R. (Feb. 20, 2008)

International Journal Human Computer Interaction , 24 (5), 460-477

Creativity Support: The Mixed-Initiative Composition Space, Demonstrations

Kerne, A., Koh, E. (Nov. 14, 2007)

Proceedings of ACM/IEEE Joint Conference on Digital Libraries(JCDL)

Generating Views of the Buzz: Browsing Popular Media and Authoring Using Mixed-Initiative Composition

Koh, E., Kerne, A., Damaraju, S., Webb, A., Sturdivant, D. (Oct. 25, 2007)

In Proceedings of ACM Multimedia , 228-237

Promoting Emergence in Information Discovery by Representing Collections with Composition

Kerne, A., Koh, E., Smith, S., Choi, H., Graeber, R., Webb., A. (Sep. 24, 2007)

Proceedings of ACM Creativity & Cognition , 117-126

Representing Collections as Compositions to Support Distributed Creative Cognition and Situated Creative Learning

Kerne, A., Koh, E. (Sep. 12, 2007)

In New Review of Hypermedia and Multimedia 13(2),135-162

A Creativity Support System in the Design Process, Poster Session

Koh, E., Kerne, A., Hill, R. (May. 15, 2007)

In Proceedings of ACM SIGIR Conference 2007

Supporting Information Exploration through Multiple Searches with Image+Text Surrogates, Doctoral Consortium

Koh, E. (Apr. 23, 2007)

In ACM/IEEE Joint Conference on Digital Libraries(JCDL)

Elimination of Junk Document Surrogate Candidates through Pattern Recognition

Koh, E., Caruso, D., Kerne, A., Gutierrez-Osuna, R. (Apr. 22, 2007)

Proceedings of ACM Document Engineering 2007, 187-195

Choreographic Buttons: Promoting Social Interaction through Human Movement and Clear Affordances

Webb, A., Kerne, A., Koh, E., Joshi, P., Park, Y., Graeber, R. (Nov. 27, 2006)

ACM Multimedia 2006 , 451-460

A Mixed-Initiative System for Representing Collections as Compositions of Image and Text Surrogates

Kerne, A., Koh, E., Dworaczyk, B., Mistrot, J., Choi, H., Smith, S., Graeber, R., Caruso, D., Webb, A., Hill, R., Albea, J. (Apr. 26, 2006)

Procceedings of Joint ACM/IEEE Conference on Digital Libraries (JCDL) 2006, 11-20

I Keep Collecting: College Students Build and Utilize Collections in Spite of Breakdowns

Koh, E., Kerne, A. (Apr. 18, 2006)

European Conf on Digital Libraries (ECDL) , 303-314

Supporting Creative Learning Experience with Compositions of Image and Text Surrogates

Kerne, A., Koh, E., Dworaczyk, B., Choi, H., Smith, S., Hill, R., Albea, J. (Feb. 1, 2006)

ED-MEDIA, World Conference on Educational Multimedia, Hypermedia & Telecommunications , 2567-2574

Generative Semantic Clustering in Spatial Hypertext

Kerne, A., Koh, E., Sundaram, V., Mistrot, J. (Apr. 13, 2005)

ACM Document Engineering (DocEng) , 2-4, 84-93