Catalina Vajiac

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Formal Education

Weakly Supervised

Information Theory

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. AAAI (2024)
Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. AAAI (2024)
Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. CoRR (2024)
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)
Bailey Flanigan, Ananya A. Joshi, Sara McAllister, Catalina Vajiac
CS-JEDI: Required DEI Education, by CS PhD Students, for CS PhD Students. SIGCSE (1) (2023)
Ruyuan Wan, Adriana Alvarado Garcia, Devansh Saxena, Catalina Vajiac, Anna Kawakami, Logan Stapleton, Haiyi Zhu, Kenneth Holstein, Heloisa Candello, Karla A. Badillo-Urquiola
Community-driven AI: Empowering people through responsible data-driven decision-making. CSCW Companion (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)
Bailey Flanigan, Ananya A Joshi, Sara McAllister, Catalina Vajiac
CS-JEDI: Required DEI Education, by CS PhD Students, for CS PhD Students. CoRR (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)
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)
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)
Zhaoqi Li, Yu Ma, Catalina Vajiac, Yunkai Zhang
Exploration of Numerical Precision in Deep Neural Networks. CoRR (2018)
Corey Pennycuff, Satyaki Sikdar, Catalina Vajiac, David Chiang, Tim Weninger
Synchronous Hyperedge Replacement Graph Grammars. ICGT (2018)