Meng-Chieh Lee

30 papers A* 5A 2B 2C 2Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Empowering GNNs for Domain Adaptation via Denoising Target Graph.
CoRR
Haiyang Yu, Meng-Chieh Lee, Xiang Song, Qi Zhu, Christos Faloutsos
2025 A conf
End-To-End Self-Tuning Self-Supervised Time Series Anomaly Detection.
SDM
Boje Deforce, Meng-Chieh Lee, Bart Baesens, Estefanía Serral Asensio, Jaemin Yoo, Leman Akoglu
2025 J jnl
FRAUDGUESS: Spotting and Explaining New Types of Fraud in Million-Scale Financial Data.
CoRR
Robson L. F. Cordeiro, Meng-Chieh Lee, Christos Faloutsos
2025 — conf
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases.
ACL (1)
Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos
2024 A* conf
Descriptive Kernel Convolution Network with Improved Random Walk Kernel.
WWW
Meng-Chieh Lee, Lingxiao Zhao, Leman Akoglu
2024 J jnl
Descriptive Kernel Convolution Network with Improved Random Walk Kernel.
CoRR
Meng-Chieh Lee, Lingxiao Zhao, Leman Akoglu
2024 — conf
DiffFind: Discovering Differential Equations from Time Series.
PAKDD (6)
Lalithsai Posam, Shubhranshu Shekhar, Meng-Chieh Lee, Christos Faloutsos
2024 J jnl
End-To-End Self-tuning Self-supervised Time Series Anomaly Detection.
CoRR
Boje Deforce, Meng-Chieh Lee, Bart Baesens, Estefanía Serral Asensio, Jaemin Yoo, Leman Akoglu
2024 J jnl
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases.
CoRR
Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos
2024 — conf
NETEFFECT: Discovery and Exploitation of Generalized Network Effects.
PAKDD (1)
Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos
2024 A* conf
NetInfoF Framework: Measuring and Exploiting Network Usable Information.
ICLR
Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
2024 J jnl
NetInfoF Framework: Measuring and Exploiting Network Usable Information.
CoRR
Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
2023 A conf
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs.
CIKM
Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos
2023 J jnl
DeltaShield: Information Theory for Human- Trafficking Detection.
ACM Trans. Knowl. Discov. Data
Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
2023 A* conf
Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining.
KDD
Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos
2023 A* conf
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs.
AAAI
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
2023 J jnl
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking.
IEEE Trans. Vis. Comput. Graph.
Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos
2023 J jnl
UltraProp: Principled and Explainable Propagation on Large Graphs.
CoRR
Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos
2022 J jnl
SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success.
CoRR
Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos
2022 B conf
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs.
IEEE Big Data
Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
2022 — conf
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking.
WWW (Companion Volume)
Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany
2021 B conf
GAWD: graph anomaly detection in weighted directed graph databases.
ASONAM
Meng-Chieh Lee, Hung T. Nguyen, Dimitris Berberidis, Vincent S. Tseng, Leman Akoglu
2021 — conf
Gen
IEEE BigData
Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis
2021 A* conf
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection.
ICDE
Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos
2021 J jnl
gen2Out: Detecting and Ranking Generalized Anomalies.
CoRR
Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis
2020 — conf
AutoAudit: Mining Accounting and Time-Evolving Graphs.
IEEE BigData
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
2020 J jnl
AutoAudit: Mining Accounting and Time-Evolving Graphs.
CoRR
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
2019 C conf
DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition.
ADMA
Meng-Chieh Lee, Yu Huang, Josh Jia-Ching Ying, Chien Chen, Vincent S. Tseng
2019 C conf
Robust Sensor-based Human Activity Recognition with Snippet Consensus Neural Networks.
BSN
Yu Huang, Meng-Chieh Lee, Vincent S. Tseng, Ching-Jui Hsiao, Chi-Chiang Huang
2016 J jnl
A study on information disclosure, trust, reducing search cost, and online group-buying intention.
J. Enterp. Inf. Manag.
Shu-Mei Tseng, Meng-Chieh Lee