PPaperPicks

Katherine Lee

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICLR ×2ICML ×2NAACL ×2NeurIPS ×2AAAI ×1ACL ×1

Frequent coauthors

Christopher A. Choquette-Choo
×7
Matthew Jagielski
×6
A. Feder Cooper
×6
Milad Nasr
×5
Nicholas Carlini
×3
Daphne Ippolito
×3
Florian Tramèr
×3
Jamie Hayes
×3
Ilia Shumailov
×3
Niloofar Mireshghallah
×3
Yangsibo Huang
×2
Ken Liu
×2

Papers

  1. Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
    ICML 2025 ·
    Yangsibo Huang
    ,
    Milad Nasr
    ,
    Anastasios Nikolas Angelopoulos
    ,
    Nicholas Carlini
    ,
    Wei-Lin Chiang
    ,
    Christopher A. Choquette-Choo
    ,
    Daphne Ippolito
    ,
    Matthew Jagielski
    , Katherine Lee,
    Ken Liu
    ,
    Ion Stoica
    ,
    Florian Tramèr
    ,
    Chiyuan Zhang
  2. Exploring the limits of strong membership inference attacks on large language models
    NeurIPS 2025 ·
    Jamie Hayes
    ,
    Ilia Shumailov
    ,
    Christopher A. Choquette-Choo
    ,
    Matthew Jagielski
    ,
    Georgios Kaissis
    ,
    Milad Nasr
    ,
    Meenatchi Sundaram Muthu Selva Annamalai
    ,
    Niloofar Mireshghallah
    ,
    Igor Shilov
    ,
    Matthieu Meeus
    ,
    Yves-Alexandre de Montjoye
    , Katherine Lee,
    Franziska Boenisch
    ,
    Adam Dziedzic
    ,
    A. Feder Cooper
  3. Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
    NeurIPS 2025 ·
    A. Feder Cooper
    ,
    Christopher A. Choquette-Choo
    ,
    Miranda Bogen
    ,
    Kevin Klyman
    ,
    Matthew Jagielski
    ,
    Katja Filippova
    ,
    Ken Liu
    ,
    Alexandra Chouldechova
    ,
    Jamie Hayes
    ,
    Yangsibo Huang
    ,
    Eleni Triantafillou
    ,
    Peter Kairouz
    ,
    Nicole Mitchell
    ,
    Niloofar Mireshghallah
    ,
    Abigail Z. Jacobs
    ,
    James Grimmelmann
    ,
    Vitaly Shmatikov
    ,
    Christopher De Sa
    ,
    Ilia Shumailov
    ,
    Andreas Terzis
    ,
    Solon Barocas
    ,
    Jennifer Wortman Vaughan
    ,
    danah boyd
    ,
    Yejin Choi
    ,
    Sanmi Koyejo
    ,
    Fernando A. Delgado
    ,
    Percy Liang
    ,
    Daniel E. Ho
    ,
    Pamela Samuelson
    ,
    Miles Brundage
    ,
    David Bau
    ,
    Seth Neel
    ,
    Hanna M. Wallach
    ,
    Amy Cyphert
    ,
    Mark A. Lemley
    ,
    Nicolas Papernot
    , Katherine Lee
  4. Measuring memorization in language models via probabilistic extraction
    NAACL 2025 ·
    Jamie Hayes
    ,
    Marika Swanberg
    ,
    Harsh Chaudhari
    ,
    Itay Yona
    ,
    Ilia Shumailov
    ,
    Milad Nasr
    ,
    Christopher A. Choquette-Choo
    , Katherine Lee,
    A. Feder Cooper
  5. Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training
    ACL 2025 ·
    Jaydeep Borkar
    ,
    Matthew Jagielski
    , Katherine Lee,
    Niloofar Mireshghallah
    ,
    David A. Smith
    ,
    Christopher A. Choquette-Choo
  6. Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
    ICLR 2025 ·
    USVSN Sai Prashanth
    ,
    Alvin Deng
    ,
    Kyle O'Brien
    ,
    Jyothir S. V
    ,
    Mohammad Aflah Khan
    ,
    Jaydeep Borkar
    ,
    Christopher A. Choquette-Choo
    ,
    Jacob Ray Fuehne
    ,
    Stella Biderman
    ,
    Tracy Ke
    , Katherine Lee,
    Naomi Saphra
  7. Scalable Extraction of Training Data from Aligned, Production Language Models
    ICLR 2025 ·
    Milad Nasr
    ,
    Javier Rando
    ,
    Nicholas Carlini
    ,
    Jonathan Hayase
    ,
    Matthew Jagielski
    ,
    A. Feder Cooper
    ,
    Daphne Ippolito
    ,
    Christopher A. Choquette-Choo
    ,
    Florian Tramèr
    , Katherine Lee
  8. A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
    NAACL 2024 ·
    Shayne Longpre
    ,
    Gregory Yauney
    ,
    Emily Reif
    , Katherine Lee,
    Adam Roberts
    ,
    Barret Zoph
    ,
    Denny Zhou
    ,
    Jason Wei
    ,
    Kevin Robinson
    ,
    David Mimno
    ,
    Daphne Ippolito
  9. Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
    AAAI 2024 ·
    A. Feder Cooper
    , Katherine Lee,
    Madiha Zahrah Choksi
    ,
    Solon Barocas
    ,
    Christopher De Sa
    ,
    James Grimmelmann
    ,
    Jon M. Kleinberg
    ,
    Siddhartha Sen
    ,
    Baobao Zhang
  10. Stealing part of a production language model
    ICML 2024 ·
    Nicholas Carlini
    ,
    Daniel Paleka
    ,
    Krishnamurthy Dj Dvijotham
    ,
    Thomas Steinke
    ,
    Jonathan Hayase
    ,
    A. Feder Cooper
    , Katherine Lee,
    Matthew Jagielski
    ,
    Milad Nasr
    ,
    Arthur Conmy
    ,
    Eric Wallace
    ,
    David Rolnick
    ,
    Florian Tramèr