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Giulia Fanti
Associate Professor, Electrical and Computer Engineering, CMU, Carnegie Mellon University
Joined
July 2019
Names
Giulia Fanti
(Preferred)
,
Giulia C. Fanti
Emails
****@andrew.cmu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Electrical and Computer Engineering,
CMU, Carnegie Mellon University
(andrew.cmu.edu)
2024
–
Present
Assistant Professor
Electrical and Computer Engineering,
CMU, Carnegie Mellon University
(andrew.cmu.edu)
2017
–
2024
Advisors, Relations & Conflicts
Coauthor
Sewoong Oh
Present
Coauthor
Vyas Sekar
Present
PhD Advisor
Kannan Ramchandran
Present
Postdoc Advisor
Pramod Viswanath
Present
PhD Advisee
Zinan Lin
Present
Coauthor
Sergey Yekhanin
Present
PhD Advisee
Charlie Hou
Present
PhD Advisee
Mingxun Zhou
Present
PhD Advisee
Sangyun Lee
Present
Coauthor
Sean Michael McLeish
2026
–
Present
Coauthor
Brandon Amos
2025
–
Present
PhD Advisee
Shuqi Ke
2024
–
Present
Coauthor
Lorrie Faith Cranor
2024
–
Present
Coauthor
Shaolei Ren
2025
–
2026
Coauthor
Arash Vahdat
2024
–
2025
Coauthor
Weili Nie
2024
–
2025
Coauthor
Tomas Geffner
2024
–
2025
Coauthor
Karsten Kreis
2024
–
2025
Coauthor
Yilun Xu
2024
–
2025
Coauthor
Xinyi Xu
2023
–
2025
Coauthor
Bryan Kian Hsiang Low
2023
–
2025
Coauthor
Chuan-Sheng Foo
2023
–
2025
Coauthor
Akshat Shrivastava
2023
–
2025
Coauthor
Daniel Lazar
2023
–
2025
Expertise
Privacy
Present
Generative models
Present
Publications
Language Models Need Sleep
Sangyun Lee
,
Sean Michael McLeish
,
Tom Goldstein
,
Giulia Fanti
SPIGM @ ICML Poster
Readers:
Everyone
ESDAE: Evaluating Synthetic Data for Agent Evaluation
Shuaiqi Wang
,
Aadyaa Maddi
,
Zinan Lin
,
Giulia Fanti
ICLR 2026 Workshop DATA-FM
Readers:
Everyone
ESDAE: Evaluating Synthetic Data for Agent Evaluation
Shuaiqi Wang
,
Aadyaa Maddi
,
Zinan Lin
,
Giulia Fanti
ICLR 2026 Workshop RSI Poster
Readers:
Everyone
ESDAE: Evaluating Synthetic Data for Agent Evaluation
Shuaiqi Wang
,
Aadyaa Maddi
,
Zinan Lin
,
Giulia Fanti
ICLR 2026 AIWILD
Readers:
Everyone
Value-Based Pre-Training with Downstream Feedback
Shuqi Ke
,
Giulia Fanti
ICLR 2026 Re-Align Workshop
Readers:
Everyone
BaNEL: Exploration Posteriors for Generative Modeling Using Only Negative Rewards
Sangyun Lee
,
Brandon Amos
,
Giulia Fanti
Submitted to ICLR 2026
Readers:
Everyone
Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion
Shuqi Ke
,
Charlie Hou
,
Sewoong Oh
,
Giulia Fanti
Accepted by TMLR
Readers:
Everyone
Private Evolution Converges
Tomás González
,
Giulia Fanti
,
Aaditya Ramdas
NeurIPS 2025 poster
Readers:
Everyone
Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
Shuaiqi Wang
,
Vikas Raunak
,
Arturs Backurs
,
Victor Reis
,
Pei Zhou
,
Sihao Chen
,
Longqi Yang
,
Zinan Lin
,
Sergey Yekhanin
,
Giulia Fanti
NeurIPS 2025 Datasets and Benchmarks Track poster
Readers:
Everyone
A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding
Alexander Koujianos Goldberg
,
Giulia Fanti
,
Nihar B Shah
NeurIPS 2025 spotlight
Readers:
Everyone
View all 145 publications
Co-Authors
Aaditya Ramdas
Aadyaa Maddi
Adam Lerner
Adithya Sagar
Akshat Shrivastava
Alankar Jain
Alberto Valido
Aleksandr Livshits
Alexander Goldberg
Alexander Koujianos Goldberg
Andrew Miller
Anrin Chakraborti
Arash Vahdat
Ari Juels
Arturs Backurs
Ashish Khetan
Ashok Vardhan Makkuva
Assane Gueye
Babak Ayazifar
Barath Raghavan
Beatriz Martínez-López
Bennett A. Landman
Bradley D. Olsen
Bradley Denby
Brandon Amos
View all 164 co-authors