Keyon Vafa
10 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Cross-Pollinator (13) π Conference Polyglot (6) π Academic Marathon (6) π Interdisciplinary Bridge
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Champion
β
The Questioner
(4)
π
Century Club
(10)
Conferences
ICML (3)
ACL (2)
NIPS (2)
AACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
task complexity
(2)
finite automaton
(2)
optimal reasoning
(2)
language modeling
(2)
reasoning token
(2)
rationale extraction
(1)
discrete distribution
(1)
variational inference
(1)
sequential prediction
(1)
distribution shift
(1)
chain-of-thought reasoning
(1)
generative model
(1)
greedy algorithm
(1)
probabilistic topic model
(1)
language model
(1)
model interpretability
(1)
normalizing flow
(1)
world model
(1)
invariant learning
(1)
autoregressive model
(1)
Papers
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length?
IJCNLP 2025
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length?
AACL 2025
Potemkin Understanding in Large Language Models
ICML 2025
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
ICML 2025
Evaluating the World Model Implicit in a Generative Model
NIPS 2024
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function
ICML 2024
An Invariant Learning Characterization of Controlled Text Generation
ACL 2023
Rationales for Sequential Predictions
EMNLP 2021
Text-Based Ideal Points
ACL 2020
Discrete Flows: Invertible Generative Models of Discrete Data
NIPS 2019