Cristina Menghini

Researcher, GenAI, Scale AI

Joined

May 2022

Names

Cristina Menghini (Preferred)

Emails

****@brown.edu (Confirmed)

****@gmail.com (Confirmed)

****@scale.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

GenAI, Scale AI (scale.com)

2024 – Present

Postdoc

Computer Science, Brown University (cs.brown.edu)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Data Mining

Present

Network bias

Present

Computational social science

Present

Machine Leaning

2021 – Present

Publications

Beyond Truthfulness: Evaluating Honesty in Large Language Models
Richard Ren, Arunim Agarwal, Mantas Mazeika, Cristina Menghini, Brad Kenstler, Robert Vacareanu, Mick Yang, Isabelle Barrass, Alice Gatti, Xuwang Yin, Eduardo Trevino, Matias Geralnik, Dean Lee, Summer Yue, Dan Hendrycks
- Submitted to ICLR 2026
- Readers: Everyone
Uncovering Model Vulnerabilities With Multi-Turn Red Teaming
Nathaniel Li, Ziwen Han, Ian Steneker, Willow E. Primack, Riley Goodside, Hugh Zhang, Zifan Wang, Cristina Menghini, Summer Yue
- Submitted to ICLR 2025
- Readers: Everyone
LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet
Nathaniel Li, Ziwen Han, Ian Steneker, Willow E. Primack, Riley Goodside, Hugh Zhang, Zifan Wang, Cristina Menghini, Summer Yue
- Red Teaming GenAI Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Low-Resource Languages Jailbreak GPT-4
Zheng Xin Yong, Cristina Menghini, Stephen Bach
- SoLaR Spotlight
- Readers: Everyone
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
Cristina Menghini, Andrew Delworth, Stephen Bach
- NeurIPS 2023 poster
- Readers: Everyone
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
Cristina Menghini, Andrew Delworth, Stephen H. Bach
- Published: 01 Jan 2023, Last Modified: 04 Oct 2023
- CoRR 2023
- Readers: Everyone
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen Bach
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Reducing polarization and increasing diverse navigability in graphs by inserting edges and swapping edge weights
Shahrzad Haddadan, Cristina Menghini, Matteo Riondato, Eli Upfal
- 2022 (modified: 11 Dec 2022)
- Data Min. Knowl. Discov. 2022
- Readers: Everyone
The Drift of #MyBodyMyChoice Discourse on Twitter
Cristina Menghini, Justin Uhr, Shahrzad Haddadan, Ashley Champagne, Björn Sandstede, Sohini Ramachandran
- 2022 (modified: 03 Apr 2023)
- WebSci 2022
- Readers: Everyone
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach
- 2022 (modified: 03 Apr 2023)
- MLSys 2022
- Readers: Everyone

View all 14 publications

Co-Authors

View all 42 co-authors