Pirzada Suhail

PhD student, Indian Institute of Technology Bombay

Joined

December 2023

Names

Pirzada Suhail (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Indian Institute of Technology Bombay (iitb.ac.in)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2026

Expertise

Network Inversion

Present

Machine Learning

Present

Publications

Network Inversion for Extreme-Case Training-Like Data Reconstruction
Pirzada Suhail, Sunny Gupta, Amit Sethi
- AISTATS 2026 Poster
- Readers: Everyone
FedHyMoe: Hypernetwork-Driven Mixture-of-Experts for Federated Domain Generalization
Sunny Gupta, Pirzada Suhail, Samar Agarwal, Amit Sethi
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Minimalist Explanation Generation and Circuit Discovery
Pirzada Suhail, Aditya Anand, Amit Sethi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Network Inversion for Uncertainty-Aware Out-of-Distribution Detection
Pirzada Suhail, Rehna Afroz Shaik, Gouranga Bala, Amit Sethi
- 5th Muslims in ML Workshop co-located with NeurIPS 2025
- Readers: Everyone
Activation Matching for Explanation Generation and Circuit Discovery
Pirzada Suhail, Aditya Anand, Amit Sethi
- 5th Muslims in ML Workshop co-located with NeurIPS 2025
- Readers: Everyone
Network Inversion for Uncertainty-Aware Out-of-Distribution Detection
Pirzada Suhail, Rehna Afroz Shaik, Gouranga Bala, Amit Sethi
- WiML @ NeurIPS 2025
- Readers: Everyone
Activation Matching for Explanation Generation and Circuit Discovery
Pirzada Suhail, Amit Sethi
- NeurReps 2025 Poster
- Readers: Everyone
Network Inversion for Generating Confidently Classified Counterfeits
Pirzada Suhail, Pravesh Khaparde, Amit Sethi
- 4th Muslims in ML Workshop co-located with ICML 2025 Poster
- Readers: Everyone
Shortcut Learning Susceptibility in Vision Classifiers
Pirzada Suhail, Vrinda Goel, Amit Sethi
- SCSL @ ICLR 2025
- Readers: Everyone
Network Inversion of Convolutional Neural Nets
Pirzada Suhail, Amit Sethi
- MusIML Poster
- Readers: Everyone

View all 13 publications

Co-Authors