John Boaz Lee

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 23

Top Topics

Graph Classification

Recurrent Networks

Highly Connected

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry
Role-Based Graph Embeddings. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Hang Yin, John Boaz Lee, Xiangnan Kong, Thomas Hartvigsen, Sihong Xie
Energy-Efficient Models for High-Dimensional Spike Train Classification using Sparse Spiking Neural Networks. KDD (2021)
John Boaz Lee, Giang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
Dynamic Node Embeddings From Edge Streams. IEEE Trans. Emerg. Top. Comput. Intell. 5 (6) (2021)
Xin Dai, Xiangnan Kong, Tian Guo, John Boaz Lee, Xinyue Liu, Constance M. Moore
Recurrent Networks for Guided Multi-Attention Classification. KDD (2020)
Ryan A. Rossi, Di Jin, Sungchul Kim, Nesreen K. Ahmed, Danai Koutra, John Boaz Lee
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
John Boaz Lee, Xiangnan Kong, Constance M. Moore, Nesreen K. Ahmed
Deep Parametric Model for Discovering Group-cohesive Functional Brain Regions. SDM (2020)
Xin Dai, Xiangnan Kong, Xinyue Liu, John Boaz Lee, Constance M. Moore
Dual-Attention Recurrent Networks for Affine Registration of Neuroimaging Data. SDM (2020)
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
Graph Convolutional Networks with Motif-based Attention. CIKM (2019)
John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Nesreen K. Ahmed, Eunyee Koh
Attention Models in Graphs: A Survey. ACM Trans. Knowl. Discov. Data 13 (6) (2019)
John Boaz Lee, Giang Hoang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
Temporal Network Representation Learning. CoRR (2019)
John Boaz Lee, Xiangnan Kong
Learning compact graph representations via an encoder-decoder network. Appl. Netw. Sci. 4 (1) (2019)
Ryan A. Rossi, Di Jin, Sungchul Kim, Nesreen K. Ahmed, Danai Koutra, John Boaz Lee
From Community to Role-based Graph Embeddings. CoRR (2019)
Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Rong Zhou, Hoda Eldardiry
Learning Role-based Graph Embeddings. CoRR (2018)
Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
Continuous-Time Dynamic Network Embeddings. WWW (Companion Volume) (2018)
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong
Graph Classification using Structural Attention. KDD (2018)
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao
Higher-order Graph Convolutional Networks. CoRR (2018)
Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim
Dynamic Network Embeddings: From Random Walks to Temporal Random Walks. IEEE BigData (2018)
John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Nesreen K. Ahmed, Eunyee Koh
Attention Models in Graphs: A Survey. CoRR (2018)
Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry
Representation Learning in Large Attributed Graphs. CoRR (2017)
Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry
A Framework for Generalizing Graph-based Representation Learning Methods. CoRR (2017)
John Boaz Lee, Xiangnan Kong, Yihan Bao, Constance M. Moore
Identifying Deep Contrasting Networks from Time Series Data: Application to Brain Network Analysis. SDM (2017)
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong
Deep Graph Attention Model. CoRR (2017)
John Boaz Lee, Kardi Teknomo
Comparison of several short-term traffic speed forecasting models. CoRR (2016)
John Boaz Lee, Akinori Ihara, Akito Monden, Ken-ichi Matsumoto
Patch Reviewer Recommendation in OSS Projects. APSEC (2) (2013)
John Boaz Lee, Henry N. Adorna
Link Prediction in a Modified Heterogeneous Bibliographic Network. ASONAM (2012)
Jasmine A. Malinao, Richelle Ann B. Juayong, Rona May U. Tadlas, Jhoirene B. Clemente, Erlo Robert F. Oquendo, John Boaz Lee, Ma. Sheilah Gaabucayan-Napalang, Jose Regin F. Regidor, Henry N. Adorna
A Quantitative Analysis-based Algorithm for Optimal Data Signature Construction of Traffic Data Sets. J. Inf. Process. 20 (3) (2012)
Jasmine A. Malinao, Richelle Ann B. Juayong, Rona May U. Tadlas, Jhoirene B. Clemente, Erlo Robert F. Oquendo, John Boaz Lee, Ma. Sheilah Gaabucayan-Napalang, Jose Regin F. Regidor, Henry N. Adorna
A Quantitative Analysis-based Algorithm for Optimal Data Signature Construction of Traffic Data Sets. Inf. Media Technol. 7 (3) (2012)
John Boaz Lee, Gerard Cabunducan, Francis George Cabarle, Raphael Castillo, Jasmine A. Malinao
Uncovering the Social Dynamics of Online Elections. J. Univers. Comput. Sci. 18 (4) (2012)
Gerard Cabunducan, Ralph Castillo, John Boaz Lee
Voting Behavior Analysis in the Election of Wikipedia Admins. ASONAM (2011)