PPaperPicks

Derek Lim

6 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

ICLR ×2NeurIPS ×2AAAI ×1ICML ×1

Frequent coauthors

Haggai Maron
×4
Stefanie Jegelka
×4
Fabrizio Frasca
×2
Guy Bar-Shalom
×1
Yoav Gelberg
×1
Yftah Ziser
×1
Ran El-Yaniv
×1
Gal Chechik
×1
George Ma
×1
Yifei Wang
×1
Yisen Wang
×1
Marc T. Law
×1

Papers

  1. Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
    AAAI 2026 ·
    Guy Bar-Shalom
    ,
    Fabrizio Frasca
    , Derek Lim,
    Yoav Gelberg
    ,
    Yftah Ziser
    ,
    Ran El-Yaniv
    ,
    Gal Chechik
    ,
    Haggai Maron
  2. A Canonicalization Perspective on Invariant and Equivariant Learning
    NeurIPS 2024 ·
    George Ma
    ,
    Yifei Wang
    , Derek Lim,
    Stefanie Jegelka
    ,
    Yisen Wang
  3. Graph Metanetworks for Processing Diverse Neural Architectures
    ICLR 2024 · Derek Lim,
    Haggai Maron
    ,
    Marc T. Law
    ,
    Jonathan Lorraine
    ,
    James Lucas
  4. Position: Future Directions in the Theory of Graph Machine Learning
    ICML 2024 ·
    Christopher Morris
    ,
    Fabrizio Frasca
    ,
    Nadav Dym
    ,
    Haggai Maron
    ,
    Ismail Ilkan Ceylan
    ,
    Ron Levie
    , Derek Lim,
    Michael M. Bronstein
    ,
    Martin Grohe
    ,
    Stefanie Jegelka
  5. Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
    ICLR 2024 ·
    Sharut Gupta
    ,
    Joshua Robinson
    , Derek Lim,
    Soledad Villar
    ,
    Stefanie Jegelka
  6. The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
    NeurIPS 2024 · Derek Lim,
    Theo (Moe) Putterman
    ,
    Robin Walters
    ,
    Haggai Maron
    ,
    Stefanie Jegelka