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Namyong Park
ORCID
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 35
Top Topics
Temporal Knowledge
Anomaly Detection
Tensor Factorization
Random Walk
Top Venues
CoRR
ICDE
KDD
ICDM
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Publications
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Catalina Vajiac
,
Meng-Chieh Lee
,
Aayushi Kulshrestha
,
Sacha Levy
,
Namyong Park
,
Andreas M. Olligschlaeger
,
Cara Jones
,
Reihaneh Rabbany
,
Christos Faloutsos
DeltaShield: Information Theory for Human- Trafficking Detection.
ACM Trans. Knowl. Discov. Data
17 (2) (2023)
Namyong Park
,
Ryan A. Rossi
,
Nesreen K. Ahmed
,
Christos Faloutsos
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning.
ICLR
(2023)
April Chen
,
Ryan A. Rossi
,
Namyong Park
,
Puja Trivedi
,
Yu Wang
,
Tong Yu
,
Sungchul Kim
,
Franck Dernoncourt
,
Nesreen K. Ahmed
Fairness-Aware Graph Neural Networks: A Survey.
CoRR
(2023)
Mirela Teixeira Cazzolato
,
Saranya Vijayakumar
,
Meng-Chieh Lee
,
Catalina Vajiac
,
Namyong Park
,
Pedro Fidalgo
,
Agma J. M. Traina
,
Christos Faloutsos
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs.
CIKM
(2023)
Puja Trivedi
,
Ryan A. Rossi
,
David Arbour
,
Tong Yu
,
Franck Dernoncourt
,
Sungchul Kim
,
Nedim Lipka
,
Namyong Park
,
Nesreen K. Ahmed
,
Danai Koutra
Leveraging Graph Diffusion Models for Network Refinement Tasks.
CoRR
(2023)
Mirela T. Cazzolato
,
Saranya Vijayakumar
,
Xinyi Zheng
,
Namyong Park
,
Meng-Chieh Lee
,
Duen Horng Chau
,
Pedro Fidalgo
,
Bruno Lages
,
Agma J. M. Traina
,
Christos Faloutsos
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs.
AAAI
(2023)
Namyong Park
,
Ryan A. Rossi
,
Xing Wang
,
Antoine Simoulin
,
Nesreen K. Ahmed
,
Christos Faloutsos
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.
NeurIPS
(2023)
Ryan A. Rossi
,
Nesreen K. Ahmed
,
Namyong Park
On Graph Time-Series Representations for Temporal Networks.
WWW (Companion Volume)
(2023)
Catalina Vajiac
,
Duen Horng Chau
,
Andreas M. Olligschlaeger
,
Rebecca Mackenzie
,
Pratheeksha Nair
,
Meng-Chieh Lee
,
Yifei Li
,
Namyong Park
,
Reihaneh Rabbany
,
Christos Faloutsos
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking.
IEEE Trans. Vis. Comput. Graph.
29 (1) (2023)
Mirela T. Cazzolato
,
Saranya Vijayakumar
,
Xinyi Zheng
,
Namyong Park
,
Meng-Chieh Lee
,
Pedro Fidalgo
,
Bruno Lages
,
Agma J. M. Traina
,
Christos Faloutsos
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs.
Big Data
(2022)
Pratheeksha Nair
,
Yifei Li
,
Catalina Vajiac
,
Andreas M. Olligschlaeger
,
Meng-Chieh Lee
,
Namyong Park
,
Duen Horng Chau
,
Christos Faloutsos
,
Reihaneh Rabbany
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking.
WWW (Companion Volume)
(2022)
Namyong Park
,
Ryan A. Rossi
,
Eunyee Koh
,
Iftikhar Ahamath Burhanuddin
,
Sungchul Kim
,
Fan Du
,
Nesreen K. Ahmed
,
Christos Faloutsos
CGC: Contrastive Graph Clustering forCommunity Detection and Tracking.
WWW
(2022)
Namyong Park
,
Ryan A. Rossi
,
Eunyee Koh
,
Iftikhar Ahamath Burhanuddin
,
Sungchul Kim
,
Fan Du
,
Nesreen K. Ahmed
,
Christos Faloutsos
CGC: Contrastive Graph Clustering for Community Detection and Tracking.
CoRR
(2022)
Namyong Park
,
Fuchen Liu
,
Purvanshi Mehta
,
Dana Cristofor
,
Christos Faloutsos
,
Yuxiao Dong
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.
WSDM
(2022)
Namyong Park
,
Fuchen Liu
,
Purvanshi Mehta
,
Dana Cristofor
,
Christos Faloutsos
,
Yuxiao Dong
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.
CoRR
(2022)
Namyong Park
,
Ryan A. Rossi
,
Nesreen K. Ahmed
,
Christos Faloutsos
AutoGML: Fast Automatic Model Selection for Graph Machine Learning.
CoRR
(2022)
Namyong Park
,
Minhyeok Kim
,
Nguyen Xuan Hoai
,
Robert I. McKay
,
Dong-Kyun Kim
Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
CoRR
(2021)
Meng-Chieh Lee
,
Catalina Vajiac
,
Aayushi Kulshrestha
,
Sacha Levy
,
Namyong Park
,
Cara Jones
,
Reihaneh Rabbany
,
Christos Faloutsos
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection.
ICDE
(2021)
Namyong Park
,
Minhyeok Kim
,
Nguyen Xuan Hoai
,
Robert I. McKay
,
Dong-Kyun Kim
Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality.
ICDE
(2021)
Namyong Park
,
Andrey Kan
,
Christos Faloutsos
,
Xin Luna Dong
J-Recs: Principled and Scalable Recommendation Justification.
CoRR
(2020)
Byungsoo Jeon
,
Namyong Park
,
Seojin Bang
Dropout Prediction over Weeks in MOOCs via Interpretable Multi-Layer Representation Learning.
CoRR
(2020)
Byungsoo Jeon
,
Namyong Park
Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos.
CoRR
(2020)
Namyong Park
,
Andrey Kan
,
Xin Luna Dong
,
Tong Zhao
,
Christos Faloutsos
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.
KDD
(2020)
Namyong Park
,
Andrey Kan
,
Xin Luna Dong
,
Tong Zhao
,
Christos Faloutsos
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.
CoRR
(2020)
Namyong Park
,
Andrey Kan
,
Christos Faloutsos
,
Xin Luna Dong
J-Recs: Principled and Scalable Recommendation Justification.
ICDM
(2020)
Namyong Park
,
Andrey Kan
,
Xin Luna Dong
,
Tong Zhao
,
Christos Faloutsos
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.
CoRR
(2019)
Namyong Park
,
Andrey Kan
,
Xin Luna Dong
,
Tong Zhao
,
Christos Faloutsos
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.
KDD
(2019)
Namyong Park
,
Sejoon Oh
,
U Kang
Fast and scalable method for distributed Boolean tensor factorization.
VLDB J.
28 (4) (2019)
Sejoon Oh
,
Namyong Park
,
Jun-Gi Jang
,
Lee Sael
,
U Kang
High-Performance Tucker Factorization on Heterogeneous Platforms.
IEEE Trans. Parallel Distributed Syst.
30 (10) (2019)
Sejoon Oh
,
Namyong Park
,
Lee Sael
,
U Kang
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.
ICDE
(2018)
Namyong Park
,
Sejoon Oh
,
U Kang
Fast and Scalable Distributed Boolean Tensor Factorization.
ICDE
(2017)
Sejoon Oh
,
Namyong Park
,
Lee Sael
,
U Kang
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.
CoRR
(2017)
Jinhong Jung
,
Namyong Park
,
Lee Sael
,
U Kang
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart.
SIGMOD Conference
(2017)
Ha-Myung Park
,
Namyong Park
,
Sung-Hyon Myaeng
,
U Kang
Partition Aware Connected Component Computation in Distributed Systems.
ICDM
(2016)
Namyong Park
,
Byungsoo Jeon
,
Jungwoo Lee
,
U Kang
BIGtensor: Mining Billion-Scale Tensor Made Easy.
CIKM
(2016)
Namyong Park
,
Kangil Kim
,
Robert I. McKay
Cutting evaluation costs: An investigation into early termination in genetic programming.
IEEE Congress on Evolutionary Computation
(2013)
Dao Ngoc Phong
,
Nguyen Xuan Hoai
,
Robert Ian (Bob) McKay
,
Constantin Siriteanu
,
Nguyen Quang Uy
,
Namyong Park
Evolving the best known approximation to the Q function.
GECCO
(2012)