Chi-Ning Chou
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Core Methods
(1)
Foundations
(1)
Generation
(1)
Learning Paradigms
(1)
Mathematics
(1)
Science
(1)
Keywords
graph theory
(1)
graph matching
(1)
in-context learning
(1)
prompt engineering
(1)
out-of-distribution generalization
(1)
hypothesis testing
(1)
hebbian learning
(1)
streaming principal component analysis
(1)
convergence rate
(1)
neural circuit
(1)
graph isomorphism
(1)
task adaptation
(1)
ordinary differential equation
(1)
statistical physics
(1)
stochastic dynamics
(1)
pattern matching
(1)
subgraph counting
(1)
representational geometry
(1)
oja rule
(1)
correlated random graph
(1)
Papers
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
ICML 2025
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
NAACL 2025
ODE-Inspired Analysis for the Biological Version of Ojaβs Rule in Solving Streaming PCA
COLT 2020
(Nearly) Efficient Algorithms for the Graph Matching Problem on Correlated Random Graphs
NeurIPS 2019