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Anna Mazhar

Anna Mazhar

Ph.D. Candidate
Cornell University

Hi! I am Anna, a second-year PhD student at Cornell University, advised by Sainyam Galhotra. My research focuses on rigorous evaluation of complex systems with AI-driven components. I aim to develop principled techniques to improve system correctness, reliability, and trustworthiness in practice.

Before Cornell, I completed my MS in Computer Science at UIUC, advised by Tianyin Xu, focusing on cloud systems reliability.

News

Recent updates
  • Presented work on testing machine unlearning at FSE'26.
    Jul 2026
  • Traxr was invited to present at AI Engineer World's Fair.
    May 2026
  • Moved to the bay for internship at Megagon Labs.
    Jun 2026
  • Traxr was presented at CAIS'26.
    May 2026

Research

Published Work

Trace-Level Analysis of Information Contamination in Multi-Agent Systems
Anna Mazhar, Huzaifa Suri, and Sainyam Galhotra
ACM Conference on AI and Agentic Systems (CAIS'26)
Towards Reliable Testing of Machine Unlearning
Anna Mazhar, and Sainyam Galhotra
ACM International Conference on the Foundations of Software Engineering (FSE'26 – IVR)
Fidelity of Cloud Emulators: The Imitation Game of Testing Cloud-based Software
Anna Mazhar, Saad Sher Alam, Xinze Zheng, Yinfang Chen, Suman Nath, and Tianyin Xu
IEEE/ACM International Conference on Software Engineering (ICSE'25)

Manuscripts in Preparation

Causal Fuzzing for Verifying Machine Unlearning
Anna Mazhar, and Sainyam Galhotra
Preprint [arXiv:2509.16525]

Service & Awards

Service

  • VLDB Demo 2026 — Program Committee
  • Cornell BURE 2025 — Mentor
  • Cornell CS Student-Application Support Program 2025 — Reviewer
  • UIUC+ Summer Research Program — Mentor

Awards

  • SIGSOFT Travel Grant — Travel support for attending conferences
  • Erasmus Mundus Scholarship (€49,000) — Awarded to 26 applicants out of 735
  • Summer@EPFL Fellowship — Selected from ~4,500 applicants with a 1–2% acceptance rate