Adrian Weller

Venues

Frequent coauthors

Papers

1. Can Large Language Models Understand Symbolic Graphics Programs?BibTeX ⧉
   ICLR 2025 ·

   Zeju Qiu

   ,

   Weiyang Liu

   ,

   Haiwen Feng

   ,

   Zhen Liu

   ,

   Tim Z. Xiao

   ,

   Katherine M. Collins

   ,

   Joshua B. Tenenbaum

   , Adrian Weller,

   Michael J. Black

   ,

   Bernhard Schölkopf
2. Certification for Differentially Private Prediction in Gradient-Based TrainingBibTeX ⧉
   ICML 2025 ·

   Matthew Wicker

   ,

   Philip Sosnin

   ,

   Igor Shilov

   ,

   Adrianna Janik

   ,

   Mark Niklas Müller

   ,

   Yves-Alexandre de Montjoye

   , Adrian Weller,

   Calvin Tsay
3. Confidential Guardian: Cryptographically Prohibiting the Abuse of Model AbstentionBibTeX ⧉
   ICML 2025 ·

   Stephan Rabanser

   ,

   Ali Shahin Shamsabadi

   ,

   Olive Franzese

   ,

   Xiao Wang

   , Adrian Weller,

   Nicolas Papernot
4. From Dormant to Deleted: Tamper-Resistant Unlearning Through Weight-Space RegularizationBibTeX ⧉
   NeurIPS 2025 ·

   Shoaib Ahmed Siddiqui

   , Adrian Weller,

   David Krueger

   ,

   Gintare Karolina Dziugaite

   ,

   Michael C. Mozer

   ,

   Eleni Triantafillou
5. Gridded Transformer Neural Processes for Spatio-Temporal DataBibTeX ⧉
   ICML 2025 ·

   Matthew Ashman

   ,

   Cristiana Diaconu

   ,

   Eric Langezaal

   , Adrian Weller,

   Richard E. Turner
6. Learning Personalized Decision Support PoliciesBibTeX ⧉
   AAAI 2025 ·

   Umang Bhatt

   ,

   Valerie Chen

   ,

   Katherine M. Collins

   ,

   Parameswaran Kamalaruban

   ,

   Emma Kallina

   , Adrian Weller,

   Ameet Talwalkar
7. Linear Transformer Topological Masking with Graph Random FeaturesBibTeX ⧉
   ICLR 2025 ·

   Isaac Reid

   ,

   Kumar Avinava Dubey

   ,

   Deepali Jain

   ,

   William F. Whitney

   ,

   Amr Ahmed

   ,

   Joshua Ainslie

   ,

   Alex Bewley

   ,

   Mithun George Jacob

   ,

   Aranyak Mehta

   ,

   David Rendleman

   ,

   Connor Schenck

   ,

   Richard E. Turner

   ,

   René Wagner

   , Adrian Weller,

   Krzysztof Marcin Choromanski
8. Mitigating Shortcut Learning with InterpoLated LearningBibTeX ⧉
   ACL 2025 ·

   Michalis Korakakis

   ,

   Andreas Vlachos

   , Adrian Weller
9. Neural Mutual Information Estimation with Vector CopulasBibTeX ⧉
   NeurIPS 2025 ·

   Yanzhi Chen

   ,

   Zijing Ou

   , Adrian Weller,

   Michael U. Gutmann
10. Orthogonal Finetuning Made ScalableBibTeX ⧉
    EMNLP 2025 ·

    Zeju Qiu

    ,

    Weiyang Liu

    , Adrian Weller,

    Bernhard Schölkopf
11. PoE-World: Compositional World Modeling with Products of Programmatic ExpertsBibTeX ⧉
    NeurIPS 2025 ·

    Top Piriyakulkij

    ,

    Yichao Liang

    ,

    Hao Tang

    , Adrian Weller,

    Marta Kryven

    ,

    Kevin Ellis
12. Variance-Reducing Couplings for Random FeaturesBibTeX ⧉
    ICLR 2025 ·

    Isaac Reid

    ,

    Stratis Markou

    ,

    Krzysztof Marcin Choromanski

    ,

    Richard E. Turner

    , Adrian Weller
13. VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot PlanningBibTeX ⧉
    ICLR 2025 ·

    Yichao Liang

    ,

    Nishanth Kumar

    ,

    Hao Tang

    , Adrian Weller,

    Joshua B. Tenenbaum

    ,

    Tom Silver

    ,

    João F. Henriques

    ,

    Kevin Ellis
14. ALVIN: Active Learning Via INterpolationBibTeX ⧉
    EMNLP 2024 ·

    Michalis Korakakis

    ,

    Andreas Vlachos

    , Adrian Weller
15. Approximately Equivariant Neural ProcessesBibTeX ⧉
    NeurIPS 2024 ·

    Matthew Ashman

    ,

    Cristiana Diaconu

    , Adrian Weller,

    Wessel P. Bruinsma

    ,

    Richard E. Turner
16. Confidential-DPproof: Confidential Proof of Differentially Private TrainingBibTeX ⧉
    ICLR 2024 ·

    Ali Shahin Shamsabadi

    ,

    Gefei Tan

    ,

    Tudor Cebere

    ,

    Aurélien Bellet

    ,

    Hamed Haddadi

    ,

    Nicolas Papernot

    ,

    Xiao Wang

    , Adrian Weller
17. Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024BibTeX ⧉
    ICML 2024 ·

    Ruslan Salakhutdinov

    ,

    Zico Kolter

    ,

    Katherine A. Heller

    , Adrian Weller,

    Nuria Oliver

    ,

    Jonathan Scarlett

    ,

    Felix Berkenkamp
18. General Graph Random FeaturesBibTeX ⧉
    ICLR 2024 ·

    Isaac Reid

    ,

    Krzysztof Marcin Choromanski

    ,

    Eli Berger

    , Adrian Weller
19. Large Language Models Must Be Taught to Know What They Don't KnowBibTeX ⧉
    NeurIPS 2024 ·

    Sanyam Kapoor

    ,

    Nate Gruver

    ,

    Manley Roberts

    ,

    Katie Collins

    ,

    Arka Pal

    ,

    Umang Bhatt

    , Adrian Weller,

    Samuel Dooley

    ,

    Micah Goldblum

    ,

    Andrew Gordon Wilson
20. Learning a Fourier Transform for Linear Relative Positional Encodings in TransformersBibTeX ⧉
    AISTATS 2024 ·

    Krzysztof Choromanski

    ,

    Shanda Li

    ,

    Valerii Likhosherstov

    ,

    Kumar Avinava Dubey

    ,

    Shengjie Luo

    ,

    Di He

    ,

    Yiming Yang

    ,

    Tamás Sarlós

    ,

    Thomas Weingarten

    , Adrian Weller
21. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language ModelsBibTeX ⧉
    ICLR 2024 ·

    Longhui Yu

    ,

    Weisen Jiang

    ,

    Han Shi

    ,

    Jincheng Yu

    ,

    Zhengying Liu

    ,

    Yu Zhang

    ,

    James T. Kwok

    ,

    Zhenguo Li

    , Adrian Weller,

    Weiyang Liu
22. Parameter-Efficient Orthogonal Finetuning via Butterfly FactorizationBibTeX ⧉
    ICLR 2024 ·

    Weiyang Liu

    ,

    Zeju Qiu

    ,

    Yao Feng

    ,

    Yuliang Xiu

    ,

    Yuxuan Xue

    ,

    Longhui Yu

    ,

    Haiwen Feng

    ,

    Zhen Liu

    ,

    Juyeon Heo

    ,

    Songyou Peng

    ,

    Yandong Wen

    ,

    Michael J. Black

    , Adrian Weller,

    Bernhard Schölkopf
23. Repelling Random WalksBibTeX ⧉
    ICLR 2024 ·

    Isaac Reid

    ,

    Eli Berger

    ,

    Krzysztof Marcin Choromanski

    , Adrian Weller