Namyong Park
Carnegie Mellon University
H-index: 14
North America-United States
Top articles of Namyong Park
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection | Advances in Neural Information Processing Systems | Namyong Park Ryan Rossi Xing Wang Antoine Simoulin Nesreen K Ahmed | 2024/2/13 |
Fairness-Aware Graph Neural Networks: A Survey | ACM Transactions on Knowledge Discovery from Data | April Chen Ryan A Rossi Namyong Park Puja Trivedi Yu Wang | 2024/4/12 |
Leveraging Graph Diffusion Models for Network Refinement Tasks | arXiv preprint arXiv:2311.17856 | Puja Trivedi Ryan Rossi David Arbour Tong Yu Franck Dernoncourt | 2023/11/29 |
On Graph Time-Series Representations for Temporal Networks | Ryan Rossi Nesreen Ahmed Namyong Park | 2023/4/30 | |
DeltaShield: Information Theory for Human-Trafficking Detection | ACM Transactions on Knowledge Discovery from Data | Catalina Vajiac Meng-Chieh Lee Aayushi Kulshrestha Sacha Levy Namyong Park | 2023/3/30 |
Forward Learning of Graph Neural Networks | Namyong Park Xing Wang Antoine Simoulin Shuai Yang Grey Yang | 2023/10/13 | |
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning | arXiv preprint arXiv:2206.09280 | Namyong Park Ryan Rossi Nesreen Ahmed Christos Faloutsos | 2022/6/18 |
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs | Mirela Cazzolato Saranya Vijayakumar Meng-Chieh Lee Catalina Vajiac Namyong Park | 2023/10/21 | |
Memory-Efficient Selective Fine-Tuning | Antoine Simoulin Namyong Park Xiaoyi Liu Grey Yang | 2023/7 | |
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs | Proceedings of the AAAI Conference on Artificial Intelligence | Mirela T Cazzolato Saranya Vijayakumar Xinyi Zheng Namyong Park Meng-Chieh Lee | 2023/6/26 |
Mining and Learning With Graphs and Tensors | Namyong Park | 2022/5 | |
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking | Pratheeksha Nair Yifei Li Catalina Vajiac Andreas Olligschlaeger Meng-Chieh Lee | 2022/4/25 | |
CGC: Contrastive Graph Clustering for Community Detection and Tracking | Namyong Park Ryan Rossi Eunyee Koh Iftikhar Ahamath Burhanuddin Sungchul Kim | 2022/4/25 | |
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs | Namyong Park Fuchen Liu Purvanshi Mehta Dana Cristofor Christos Faloutsos | 2022/2/11 | |
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs | Mirela T Cazzolato Saranya Vijayakumar Xinyi Zheng Namyong Park Meng-Chieh Lee | 2022/12/17 | |
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking | IEEE transactions on visualization and computer graphics | Catalina Vajiac Duen Horng Chau Andreas Olligschlaeger Rebecca Mackenzie Pratheeksha Nair | 2022/10/6 |
Knowledge-Based Dynamic Systems Modeling: A Case Study on Modeling River Water Quality | Namyong Park MinHyeok Kim Nguyen Xuan Hoai RI Bob McKay Dong-Kyun Kim | 2021/4/19 | |
Knowledge-Guided Dynamic Systems Modeling: A Case Study on Modeling River Water Quality | arXiv preprint arXiv:2103.00792 | Namyong Park MinHyeok Kim Nguyen Xuan Hoai Dong-Kyun Kim | 2021/3/1 |
TrafficVis: Fighting Human Trafficking through Visualization | Poster, IEEE VIS | Catalina Vajiac Andreas Olligschlaeger Yifei Li Pratheeksha Nair Meng-Chieh Lee | 2021 |
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection | Meng-Chieh Lee Catalina Vajiac Aayushi Kulshrestha Sacha Levy Namyong Park | 2021/4/19 |
