Saranya Vijayakumar

PhD student, Computer Science, Carnegie Mellon University

Joined

January 2023

Names

Saranya Vijayakumar (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Computer Science, Carnegie Mellon University (cmu.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Christos Faloutsos

2021 – Present

PhD Advisor

Matthew Fredrikson

2021 – Present

Expertise

No areas of expertise listed

Publications

Validating Mechanistic Interpretations: An Axiomatic Approach
Nils Palumbo, Ravi Mangal, Zifan Wang, Saranya Vijayakumar, Corina S. Pasareanu, Somesh Jha
- ICML 2025 poster
- Readers: Everyone
Aligned LLMs Are Not Aligned Browser Agents
Priyanshu Kumar, Elaine Lau, Saranya Vijayakumar, Tu Trinh, Elaine T Chang, Vaughn Robinson, Shuyan Zhou, Matt Fredrikson, Sean M. Hendryx, Summer Yue, Zifan Wang
- ICLR 2025 Poster
- Readers: Everyone
Mechanistically Interpreting a Transformer-based 2-SAT Solver: An Axiomatic Approach
Nils Palumbo, Ravi Mangal, Zifan Wang, Saranya Vijayakumar, Corina S. Pasareanu, Somesh Jha
- CoRR 2024
- Readers: Everyone
Centroid-Based Learning for Malware Detection and Novel Family Identification
Saranya Vijayakumar, Zifan Wang, Yuhang Yao, Matt Fredrikson
- Submitted to ICLR 2024
- Readers: Everyone
Grounding Neural Inference with Satisfiability Modulo Theories
Zifan Wang, Saranya Vijayakumar, Kaiji Lu, Vijay Ganesh, Somesh Jha, Matt Fredrikson
- NeurIPS 2023 spotlight
- Readers: Everyone
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs
Mirela Teixeira Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Catalina Vajiac, Namyong Park, Pedro Fidalgo, Agma J. M. Traina, Christos Faloutsos
- CIKM 2023
- Readers: Everyone
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs
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
- AAAI 2023
- Readers: Everyone
Grounding Neural Inference with Satisfiability Modulo Theories
Zifan Wang, Saranya Vijayakumar, Kaiji Lu, Vijay Ganesh, Somesh Jha, Matt Fredrikson
- NeurIPS 2023
- Readers: Everyone
Learning Modulo Theories
Matt Fredrikson, Kaiji Lu, Saranya Vijayakumar, Somesh Jha, Vijay Ganesh, Zifan Wang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs
Mirela T. Cazzolato, Saranya Vijayakumar, Xinyi Zheng, Namyong Park, Meng-Chieh Lee, Pedro Fidalgo, Bruno Lages, Agma J. M. Traina, Christos Faloutsos
- IEEE Big Data 2022
- Readers: Everyone

View all 11 publications

Co-Authors

View all 28 co-authors