Stephanie C.Y. Chan
4 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird ๐ฅ Mega-Team ยท Squad
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The Questioner
Top co-authors
Research topics
Keywords
subcircuits
(2)
in-context learning
(1)
induction head
(1)
risk assessment
(1)
unsupervised training
(1)
algorithm evaluation
(1)
video tokenizer
(1)
generative interactive environment
(1)
phase change
(1)
latent action model
(1)
emergent phenomenon
(1)
autoregressive dynamics model
(1)
training variability
(1)
action-controllable virtual worlds
(1)
clamping activations
(1)
match-and-copy operation
(1)
optogenetics-inspired causal framework
(1)
asymptotic strategy
(1)
context-constrained in-weights learning
(1)
reinforcement learning
(1)
Papers
Strategy Coopetition Explains the Emergence and Transience of In-Context Learning
ICML 2025
Genie: Generative Interactive Environments
ICML 2024
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation
ICML 2024
Measuring the Reliability of Reinforcement Learning Algorithms
ICLR 2020