Abhimanyu Hans

PhD student, Department of Computer Science, University of Maryland, College Park

Joined

September 2023

Names

Abhimanyu Hans (Preferred)

Emails

****@umd.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

PhD student

Department of Computer Science, University of Maryland, College Park (cs.umd.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Tom Goldstein

2022 – Present

Expertise

No areas of expertise listed

Publications

Scalable Pretraining of Retrieval Models
Khalid Saifullah, John Kirchenbauer, Rifaa Qadri, Abhimanyu Hans, Neel Jain, Yuxin Wen, Siddharth Singh, Brian R. Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, Tom Goldstein
- Submitted to ICLR 2026
- Readers: Everyone
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin, Valeriia Cherepanova, Abhimanyu Hans, Avi Schwarzschild, Tom Goldstein
- BuildingTrust
- Readers: Everyone
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
Abhimanyu Hans, Yuxin Wen, Neel Jain, John Kirchenbauer, Hamid Kazemi, Prajwal Singhania, Siddharth Singh, Gowthami Somepalli, Jonas Geiping, Abhinav Bhatele, Tom Goldstein
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin, Valeriia Cherepanova, Abhimanyu Hans, Avi Schwarzschild, Tom Goldstein
- Submitted to ICLR 2025
- Readers: Everyone
Extracting Parameter Counts from Fine-Tuning APIs
Sean Michael McLeish, Abhimanyu Hans, John Kirchenbauer, Yuxin Wen, Avi Schwarzschild, Jonas Geiping, Tom Goldstein
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference
Roman Levin, Valeriia Cherepanova, Abhimanyu Hans, Avi Schwarzschild, Tom Goldstein
- SafeGenAi Poster
- Readers: Everyone
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
Abhimanyu Hans, John Kirchenbauer, Yuxin Wen, Neel Jain, Hamid Kazemi, Prajwal Singhania, Siddharth Singh, Gowthami Somepalli, Jonas Geiping, Abhinav Bhatele, Tom Goldstein
- NeurIPS 2024 poster
- Readers: Everyone
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova, Hamid Kazemi, Aniruddha Saha, Micah Goldblum, Jonas Geiping, Tom Goldstein
- ICML 2024 Poster
- Readers: Everyone
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova, Hamid Kazemi, Aniruddha Saha, Micah Goldblum, Jonas Geiping, Tom Goldstein
- Submitted to ICLR 2024
- Readers: Everyone